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12th World Conference “Intelligent System for Industrial Automation” (WCIS-2022) : Volume 2 / / edited by R. A. Aliev, Nodirbek Rustambekovich Yusupbekov, Janusz Kacprzyk , Witold Pedrycz, M. B. Babanli, Fahreddin M. Sadikoglu, S. M. Turabdjanov
| 12th World Conference “Intelligent System for Industrial Automation” (WCIS-2022) : Volume 2 / / edited by R. A. Aliev, Nodirbek Rustambekovich Yusupbekov, Janusz Kacprzyk , Witold Pedrycz, M. B. Babanli, Fahreddin M. Sadikoglu, S. M. Turabdjanov |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (388 pages) |
| Disciplina | 670.28563 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering |
| ISBN | 3-031-53488-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Implementation of the Thematic Text Analysis Algorithm Using Machine Learning -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Development of a Mathematical Model of Sequential Arrangement of a Group of Wagons Along Station Tracks -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- A Bert Model with Deep Learning Approach in Natural Language Processing (NLP) -- 1 Introduction -- 2 Methodology -- 2.1 Datasets -- 2.2 Preprocessing -- 2.3 Feature Extraction -- 2.4 Classifiers -- 3 Results -- 4 Discussions -- 5 Conclusions -- References -- Application of Outline Methods for Image Processing -- 1 Introduction -- 2 Emphasizing the Contours of Images -- 3 Conclusion -- References -- Structure of a Pragmatically-Oriented Model of an Agglutinative Natural Language Exemplified with Tatar -- 1 Introduction -- 2 Decentralized NL Model -- 3 Semiotic Models of Lexical and Grammatical Means of NLs -- 4 Software-Algorithmic Content of NL Modelling Systems -- 5 On Potential of Tatar Language Grammar for Developing Intelligent Systems -- 6 Conclusion and Plans for Future Research -- References -- Application of a Piecewise Linear Decision Tree Algorithm to Detect Phishing URLs in IoT Devices -- 1 Introduction -- 2 Basic Concepts and Methods for Phishing Attacks -- 2.1 Techniques in Phishing Attacks -- 2.2 Methods and Algorithms for Classifying Phishing URLs -- 3 Selection of Attributes for Detecting Phishing Attacks -- 4 Computational Experiments -- 5 Conclusion -- References -- The Potential of Machine Learning for Tackling Flood Disaster in Monrovia -- 1 Introduction -- 2 Methodology -- 2.1 Study Area -- 2.2 Data Type and Source -- 2.3 Cascade Forward Neural Network (CFNN) -- 2.4 Training and Testing.
2.5 Model Accuracy Evaluation -- 2.6 Root Mean Square Error (RMSE) -- 2.7 Input and Output Variables -- 3 Results -- 3.1 Cascade Feedforward Neuron Networks with All Five Inputs -- 3.2 Elman Neuron Network with All Five Inputs -- 3.3 Discussion -- 4 Conclusion -- References -- Wireless Charging Technology or Wireless Transmission of Electrical Energy: Theoretical and Practical Importance -- 1 Introduction -- 2 Research Methods -- 3 Research Results and Discussion -- 4 Conclusion -- References -- Development of an Indicator of Social Success of Social Network Users to Improve Intelligent Management Systems -- 1 Introduction -- 2 Data -- 3 Methods -- 3.1 Constructing Social Graphs to Calculate Metrics of Network Users -- 3.2 Normalization of User Metrics Data -- 3.3 Correlation Analysis -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Development of an Educational Intelligent System to Detect Particles Suitable for 3D-Printing -- 1 Introduction -- 2 Research Methods -- 3 Study -- 4 Implementation -- 5 Code Listing -- 6 Conclusion -- References -- Modeling and Control of Decentralized Microgrid Based on Renewable Energy and Electric Vehicle Charging Station -- 1 Introduction -- 2 Methods -- 2.1 Mathematic Modeling -- 3 Results and Discussion -- 4 Conclusion -- References -- Intelligent Glass Production Process Control System -- 1 Introduction -- 2 Method for Improved Control of the Glass Melting Process -- 3 Application of Intelligent Control System in Glass Melting Process Control -- 4 Conclusion -- References -- Digital OntoMath Ecosystem Tools for Managing and Developing Mathematical Knowledge -- 1 Introduction -- 2 Composition of the OntoMath Ecosystem -- 3 Semantic Services of the OntoMath Digital Ecosystem -- 4 Conclusion -- References -- Development and Optimization of Digital Twin Model for the Deethanizer Distillation Unit. 1 Introduction -- 2 Description of Scientific-Technical Solution -- 3 Research Results -- 4 Conclusion -- References -- Intelligent Processing Time Characteristics of the Flow of the Impulse Component of the Train Shunt Resistance -- 1 Introduction -- 2 Material and Methods -- 3 Results and Discussions -- 4 Conclusion -- References -- Algorithm of Generating One-Time Passwords for Two-Factor Authentication of Users -- 1 Introduction -- 2 Main Part -- 2.1 The Proposed Two-Factor Authentication Algorithm -- 3 Conclusion -- References -- Modified Base Vector Method and Algorithm for Detecting Spam Messages -- 1 Introduction -- 2 Main Part -- 3 Conclusion -- References -- Prediction of Mechanical Power of New Design of Savonius Wind Turbine Using Various Empirical Models -- 1 Introduction -- 2 Material and Methods -- 2.1 Experimental Setup -- 2.2 Machine Learning Models (MLMs) -- 2.3 ARIMA Model -- 2.4 MLR Model -- 3 Results and Discussion -- 3.1 Estimating the Mechanical Power Using Various Empirical Models -- 3.2 Evaluation of the Model's Performance -- 4 Conclusions -- References -- Account Transport Demand When Modeling the Matrix of Inter-District Transport Connection -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- An Effective Probabilistic Model for Clutter Signal Representation -- 1 Introduction -- 2 Proposed Statistical Model -- 2.1 Maximum Likelihood Estimation -- 3 Kolmogorov-Smirnov test (K-S) -- 3.1 Data Collection -- 4 Results -- 5 Conclusion -- References -- Security Management Methods for Infocommunication Systems -- 1 Introduction -- 2 Method -- 3 Results -- 4 Conclusion -- References -- "Turkic Morpheme": From the Portal to the Linguistic Platform -- 1 Introduction -- 2 Linguistic Platforms Review -- 3 "Turkic Morpheme" Platform Description -- 4 Conclusion -- References. Verification of the Ontology of Professional Mathematics OntoMathPRO -- 1 Introduction -- 2 OntoMathPRO Architecture -- 3 Verification and Correction of the OntoMathPRO Ontology -- 3.1 Main Found Issues -- 3.2 Different Conceptualizations -- 4 Conclusion -- References -- Control of Distorted Image Points Based on the Mechanism of Identification of a Micro-object with a Cosine Transform -- 1 Introduction -- 2 Main Part -- 2.1 Methods for Optimizing the Identification of Micro-objects Based on the Mechanisms for Using Redundant Structural Components of the Image -- 2.2 The Results of Identification of Micro-objects Based on the Mechanisms of Using Redundant Structural Components -- 3 The Discussion of the Results -- 3.1 Applications of Modified Algorithms for the Identification of Images of Micro-objects -- 4 Conclusion -- References -- Magnetoelectric Actuating Device for Providing Delicate Capture of the Object of Manipulation in Intelligent Robots -- 1 Introduction -- 2 Main Part -- 3 Calculation of the Permissible Current Density in the Armature Circuit -- 4 Results of the Study of the Thrust Force of a Linear Magnetoelectric Direct Current Element -- 5 Calculation of the Diameter of the Wire Wound on the Anchor Core -- 6 Conclusions -- References -- CNN Based Deep Learning for Vehicle Re-identification -- 1 Introduction -- 2 Deep Learning for Vehicle Identification -- 3 Structure of Vehicle Re-identification System -- 4 Simulations -- 5 Conclusion -- References -- Algorithm for Provision of Distributed Cloud Data Center Resources Based on Central Management System -- 1 Introduction -- 2 Formulation of the Problem -- 3 Problem Solving -- 4 Results and Analysis -- 5 Conclusion -- References -- Design an Efficient Electrochemical System for Treatment Oil-Polluted Waters -- 1 Introduction -- 2 Methodology -- 3 Experimental Results and Discussions. 4 Conclusion -- References -- Honeywell PROFIT® BLENDING AND MOVEMENT Commissioning Experience at Offshore Terminal -- 1 Introduction -- 2 Problem Statement -- 3 PROFIT® BLENDING AND MOVEMENT Solution -- 3.1 Profit ® Blending Suite Software Package -- 3.2 Profit ® Movement Suite software complex -- 4 Conclusion -- References -- Structural-Mode Graphs of Electromagnetic and Mechatronic Modules of Intelligent Robots -- 1 Introduction -- 2 Research Methodology -- 3 Analysis and Results -- 4 Conclusion -- References -- Assessment of Severity Degree of Lost Circulation During Well Drilling Based on Integrated Geological and Technological Information Using Fuzzy Cluster Analysis -- 1 Introduction -- 2 Research Methods -- 3 Research Results -- 4 Discussion and Analysis of the Obtained Results -- 5 Conclusion -- References -- Platform Enablers for Digital Transformation: Case For Smart Campus Service Architecture -- 1 Introduction -- 2 Motivation -- 3 Methodology -- 3.1 Smart campus platform enablers for digital transformation and modeling aspects -- 4 Conclusion -- References -- Features of Mathematical Modeling in Urban Planning and Transport Planning -- 1 Introduction -- 2 The Main Part -- 3 Conclusion -- References -- The Choice of a Generalized Criterion for the Efficiency of an Automated Electric Drive of a Railway Rolling Stock -- 1 Introduction -- 2 A Method for Solving Optimization Issues -- 3 Conclusions -- References -- Determination of Valve Seal Construction Angle Using Fuzzy Logic -- 1 Introduction -- 2 Materials and Methods -- 3 Conclusions -- References -- A Comparison of Lightweight Cryptographic Algorithms -- 1 Introduction -- 2 Lightweight Cryptography -- 2.1 Symmetric Cryptography -- 2.2 Public Key Cryptography -- 2.3 Use of Lightweight Cryptography -- 3 Lightweight Ciphers Evaluation. 3.1 Evaluation of Lightweight Ciphers in Terms of Cost. |
| Record Nr. | UNINA-9910838277003321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
12th World Conference “Intelligent System for Industrial Automation” (WCIS-2022) : Volume 1 / / edited by R. A. Aliev, Nodirbek Rustambekovich Yusupbekov, Janusz Kacprzyk, Witold Pedrycz, M. B. Babanli, Fahreddin M. Sadikoglu, S. M. Turabdjanov
| 12th World Conference “Intelligent System for Industrial Automation” (WCIS-2022) : Volume 1 / / edited by R. A. Aliev, Nodirbek Rustambekovich Yusupbekov, Janusz Kacprzyk, Witold Pedrycz, M. B. Babanli, Fahreddin M. Sadikoglu, S. M. Turabdjanov |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (415 pages) |
| Disciplina | 670.28563 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering |
| ISBN | 3-031-51521-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Z-Number-Valued Clustering -- Evolution of Cyber Physical Systems Towards Industrial Metaverse -- Intellectual Device for Measuring the Humidity of Bulk Materials -- 1 Introduction -- 1.1 Research Object -- 1.2 The Relevance of the Work -- 2 Methods -- 3 Results -- 4 Conclusions -- References -- University Selection by Using Z-TOPSIS Methodology -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem and Z-TOPSIS -- 4 Experimental Verification of the Z-TOPSIS Method -- 5 Conclusion -- References -- Industrial Metaverse: Solutions from a Higher-Dimensional World -- 1 Introduction -- 2 Pilot Projects -- 3 Building Industrial Metaverses -- 3.1 Digitalization -- 3.2 Actualization -- 4 Benefiting from Industrial Metaverses -- 4.1 Productivity Tool -- 4.2 Education and Training -- 4.3 Industrial Integration and Upgrading -- 5 Growing Interest -- 6 Concluding Remarks -- References -- Informativeness of Feature Sets in Data with Missing Values -- 1 Introduction -- 2 Methods -- 2.1 Splitting into Intervals According to the Criterion of Dominance of Representatives of Classes -- 2.2 Membership Function and Stability of Feature -- 2.3 Formation of a Sequence of Features According to Stability -- 3 Results -- 4 Conclusion -- References -- Diagnosis of Faults in Electro-Mechanical Devices from Vibration Measurements -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Aims and Objectives -- 2 Methodology -- 2.1 Expected Results -- 3 Machine Diagnosis Analysis -- 3.1 AI in Mechanical Engineering -- 3.2 Classification Algorithms -- 4 Results and Discussion -- 5 Conclusion -- References -- A Comprehensive but Simple Method Decision Making in Z-Environment -- 1 Introduction -- 2 Preliminaries -- 3 Problem Statement and Solution -- 4 An Application Business Location Selection -- 5 Conclusion -- References.
Classification of Threats to Information Security of the "Smart Home" System -- 1 Introduction -- 2 Main Part -- 3 Conclusions -- References -- Finding Individual Feature Space for Quick Decision -- 1 Introduction -- 2 Methodology -- 3 Realization of the Concept -- 4 Computational Experiment -- References -- Development of Reliable TOPSIS Method Using Intuitionistic Z-Numbers -- 1 Introduction -- 2 Preliminaries -- 3 TOPSIS Using Intuitionistic Z-Number -- 4 Supplier Selection Problem -- 5 Results and Discussion -- 6 Conclusion -- References -- Analysis of Algorithm of Binary Classifiers to Improve Attack Detection Systems -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 4 Analysis and Results -- 5 Conclusions -- References -- Features of Intuitionistic Fuzzy Logic Application in Software Algorithms -- 1 Introduction -- 2 Basic Approaches to the Construction of Intuitionistic Fuzzy Sets -- 3 Development of Complex Algorithms for the Analysis of Data Sets Based on Intuitionistic Fuzzy Sets -- 4 Representation of Intuitionistic Fuzzy Sets as Intervals -- 5 Conclusion -- References -- Defect Detection of Casting Products Using Convolutional Neural Network -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset -- 2.2 Convolutional Neural Networks -- 2.3 Evaluation Metrics -- 3 Experiments, Results, and Discussions -- 3.1 Experiments -- 3.2 Results -- 3.3 Discussions -- 4 Conclusion -- References -- A New Type of Architecture for Neural Networks with Multi-connected Weights in Classification Problems -- 1 Introduction -- 2 Description of the Architecture -- 3 The Structure of MCNN Model and Main Result -- 3.1 Training the MCNN -- 4 Computational Experiments -- 5 Conclusion -- References -- Using the Capabilities of Artificial Neural Networks in the Cryptanalysis of Symmetric Lightweight Block Ciphers -- 1 Introduction. 2 Overview of Artificial Neural Network -- 2.1 Components of Artificial Neural Networks -- 2.2 Activation Function -- 2.3 Rectified Linear Unit (ReLu) Function -- 2.4 Loss Function -- 2.5 Mean Squared Error -- 2.6 Optimizer -- 2.7 Epoch -- 3 Simplified AES Algorithm -- 4 Methods -- 5 Attack Experiments and Results -- 6 Conclusion -- References -- Intuitionistic Fuzzy Evaluation of Basic Human Needs -- 1 Introduction -- 2 Statement of the Problem -- 3 An Algorithm for Computation of BHNI -- 4 Computation Results of BHNI -- 5 Conclusion -- References -- Interpretable Neural Network Models in School Teacher Success Prediction -- 1 Introduction -- 2 Data -- 3 Methods -- 3.1 Neural Networks -- 3.2 Integrated Gradients -- 3.3 SHAP -- 4 Results -- 5 Conclusion -- References -- E-payment Systems Security Solutions Using Facial Authentication Based on Artificial Neural Networks -- 1 Introduction -- 1.1 Threats to the Security of e-payment Systems in Uzbekistan -- 2 Method and Materials -- 2.1 Proposed Methodology -- 2.2 The Principle of Operation of the System -- 3 Conclusion -- References -- Development of a Prototype of a Medical Application Using a Type-2 Fuzzy Inference System -- 1 Introduction -- 2 Research Methods -- 3 Study -- 4 Implementation -- 5 The Results Obtained -- 6 Conclusion -- References -- Model of Circuits of Anti-repeat Relays of Train Routes -- 1 Introduction -- 2 Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- Brief Introduction to Type-3 Fuzzy Rules -- 1 Introduction -- 2 Preliminaries -- 3 Comparative Analysis Between Type-1, Type-2 and Type-3 Fuzzy Rules -- 4 Conclusion -- References -- Improved System of Remote Monitoring, Control and Diagnosis of the State of Oil Raw Materials in the Process of Its Storage -- 1 Introduction -- 2 Technical Results from the Implementation of the System. 2.1 Adaptive System for Remote Monitoring, Control and Diagnostics -- 3 Defuzzification -- 4 Conclusion -- References -- Design of Intelligent Greenhouse Environment Monitoring and Control System Based on Qt -- 1 Introduction -- 2 Overall System Design -- 3 System Hardware Part Design -- 3.1 Host Controller -- 3.2 Lower Level Controller -- 3.3 Sensors -- 4 System Software Part Design -- 4.1 Data Collection and Storage -- 4.2 Feedback Control -- 4.3 Data Display -- 5 System Test -- 6 Conclusion -- References -- Algorithms for Stable Compensation of Unmeasurable Perturbations in Control Systems for Dynamic Objects -- 1 Introduction -- 2 Problem Statement -- 3 Regularization Algorithms for Solving Systems of Linear Algebraic Equations -- 4 Conclusion -- References -- Technology for Creating Systems for Monitoring and Predictive Modeling the State of Hazardous Phenomena and Objects (on the Example of the Covid-19 Epidemic) -- 1 Introduction -- 2 Creation of Systems for Monitoring and Predictive Modeling the State of Hazardous Phenomena and Objects -- 3 Conclusion -- References -- Decision Making on Job Selection Under Risk by Using Type-2 Fuzzy Logic -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem -- 4 Solution of the Problem -- 5 Conclusion -- References -- Methodology for Building a Medical Expert System for Disease Diagnosis -- 1 Introduction -- 2 Analysis of the Characteristics of the Decision Tree -- 3 Organization of the Database and Software Implementation of the Algorithm -- 4 Conclusion -- References -- Determination of Connection Between Fractal Dimensions and Fuzzy Modeling -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusion -- References -- The Effect of Locus of Control and Thinking Style on Impulse Buying Behaviour from the Perspectives on Gender Differences -- 1 Introduction -- 2 Literature Review. 2.1 Locus of Control -- 2.2 Thinking Style -- 2.3 Impulse Buying Behaviour -- 3 Methodology -- 3.1 Data Analysis -- 4 Results and Discussion -- 4.1 Preliminaries -- 5 Solution of the Problem -- 6 Conclusion -- References -- Study of Decentralized Resource Allocation System Under Partial Uncertainty -- 1 Introduction -- 2 Analysis of the Decentralized Energy Distribution System -- 3 Application of Approximate Methods to Optimize Resource Allocation -- 4 Formalization of the Distribution Problem in a Fuzzy Form -- 5 Evaluation of Effectiveness -- 6 Conclusion -- References -- Using Intelligent System for Diagnosis of Chronic Hepatitis B -- 1 Introduction -- 2 Intelligent Systems -- 3 Methodology of the Problem -- 4 Intelligent System Design -- 5 Conclusion -- References -- Applying Multi-layer Perceptron Neural Network to Predict Wind Speed in Lebanon -- 1 Introduction -- 2 Material and Methods -- 2.1 Study Area and Data -- 2.2 Multi-Layer Perceptron Neural Network (MLPNN) -- 2.3 Prediction of Wind Speed Prediction with Selected Inputs -- 2.4 Statistical Indices -- 3 Results and Discussion -- 3.1 Data Characteristics -- 3.2 Evaluate the Influence of Input Variables -- 4 Conclusions -- References -- Intelligent Systems Applications in Gastronomy -- 1 Introduction -- 2 Materials and Methods -- 3 Literary Research -- 3.1 Information Technologies -- 3.2 Intelligent Systems Usage Areas -- 3.3 Hardware and Software -- 3.4 Intelligent Systems and Fuzzy Logic -- 4 Conclusion -- References -- Application of Artificial Neural Network to Improve DRASTIC-Based Groundwater Vulnerability Assessment -- 1 Introduction -- 2 Materials and Methods -- 2.1 Introduction of Study Area -- 2.2 DRASTIC Model -- 2.3 Artificial Neural Network -- 3 Validation -- 4 Results and Discussion -- 5 Conclusion -- References. Prediction of Dynamic Viscosity of Biodiesel Using Various Artificial Neural Network Methods, Response Surface Methodology, and Multiple Linear Regressions. |
| Record Nr. | UNINA-9910806198303321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
The 15th international conference interdisciplinarity in engineering : conference proceedings / / edited by Liviu Moldovan and Adrian Gligor
| The 15th international conference interdisciplinarity in engineering : conference proceedings / / edited by Liviu Moldovan and Adrian Gligor |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (869 pages) |
| Disciplina | 658.4038028563 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Production engineering
Computational intelligence Industry 4.0 |
| ISBN | 3-030-93817-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910522558503321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
15th International Congress on Agricultural Mechanization and Energy in Agriculture : ANKAgEng’2023 / / edited by Eugenio Cavallo, Fernando Auat Cheein, Francesco Marinello, Kamil Saçılık, Kasiviswanathan Muthukumarappan, Purushothaman C. Abhilash
| 15th International Congress on Agricultural Mechanization and Energy in Agriculture : ANKAgEng’2023 / / edited by Eugenio Cavallo, Fernando Auat Cheein, Francesco Marinello, Kamil Saçılık, Kasiviswanathan Muthukumarappan, Purushothaman C. Abhilash |
| Autore | Cavallo Eugenio |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (471 pages) |
| Disciplina | 628 |
| Altri autori (Persone) |
Auat CheeinFernando
MarinelloFrancesco SaçılıkKamil MuthukumarappanKasiviswanathan AbhilashPurushothaman C |
| Collana | Lecture Notes in Civil Engineering |
| Soggetto topico |
Environmental engineering
Civil engineering Agriculture Industrial engineering Production engineering Renewable energy sources Environmental Civil Engineering Industrial and Production Engineering Renewable Energy |
| ISBN | 3-031-51579-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Intro -- Preface -- Organization -- Contents -- Machinery Systems in Agriculture -- Definition of Reference Models for Functional Parameters and Price for Mowers and Mowerconditioners -- Determination of the Effect of the Technical Parameters Which Affect the Tractor Energy Efficiency -- Chopper System for In-line Small Square Balers -- Determination of Suitable Shearing Conditions for Effective Pruning of Tree Branches -- Shear Tests of Grapevine (Vitis vinifera L.) Canes -- The Effect of Different Tillage Methods on Plant Emergence Parameters for Wheat -- Design Approaches of One-Pass Strip-Till Machines -- Energy Systems in Agriculture -- Coefficient of Dynamic Wall Friction for Hardwood Fuel Pellets -- Mapping Biomass Energy Potential from Agricultural Residues in Tanzania -- Effect of Different Drying Temperatures on CO2 Emissions in Acorn Drying -- Energy-Based Slow-City/Agriculture Mechanization with Circular Hydrogen and Renewable Energy Systems -- Effect of Different OLR and Mixture Ratios on Biogas Production Using Goat Dung and Maize Silage -- Post-Harvest Technologies and Process Engineering -- Optical Techniques for Automated Evaluation of Seed Damage -- Exploring Transfer Learning for Enhanced Seed Classification: Pre-trained Xception Model -- Classification of Pistachio Varieties Using Pre-trained Architectures and a Proposed Convolutional Neural Network Model -- Evaluation of Hydration State around Glycerol as a Humectant Using Microwave Dielectric Spectroscopy -- atural Resources and Environmental Systems in Agriculture -- Development of Fertigation System for Hose Reel Irrigation Machines -- Developing a Data-Driven Model for Predicting Water Stress in Pistachio Trees -- Plant, Animal and Facility Systems in Agriculture -- Evaluation of Air Conditioning Parameters in Semi-closed Greenhouses under Turkey's Climatic Conditions -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Conclusion -- References -- Criteria of Ecological Pressure on Agricultural Systems -- Discharge Coefficients for Adjustable Slot Inlets Used to Ventilate Animal Production Buildings -- Using Composted Cow Manure to Improve Nutrient Content, Aeration Porosity, and Water Retention of Pine Bark-Based Potting Media -- Impact of Building Geometry, Window Types, and Materials on Daylighting Performance of Livestock Buildings -- Estimation of Vitamin A Concentration in Cattle Blood Based on Fluorescence With/Without Blood Cell Separation by Plasma Filter -- Determination of Operating Parameters in Milking Robots with Milk First Cow Traffic -- Fine-Tuning Growth Conditions: Leaf-Level Vapor Pressure Deficit Control for Optimized Photosynthesis -- Investigation of the Compliance of the Milking Routine and the Pulsator's Working Characteristics to Them Milking Technique in the Bozanönü District of Isparta Province -- Information Technologies, Sensors and Control Systems in Agriculture -- Comparison and Evaluation of Vegetation Indices for Image Sensing Systems in Precision Agriculture -- Implementation and Assessment of an Autonomous Ground Vehicle (AGV) for On-Field Agricultural Operations -- Autonomous Ground Vehicle for Field Activities: Preliminary Sustainability Assessments -- Estimating Tall Fescue and Alfalfa Forage Biomass Using an Unmanned Ground Vehicle -- Combining Digital Image Processing and Machine Learning is Useful for the Early Detection of Salinity and Drought Stresses in Cucumber |
| Record Nr. | UNINA-9910806193703321 |
Cavallo Eugenio
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) / / edited by Hugo Sanjurjo González, Iker Pastor López, Pablo García Bringas, Héctor Quintián, Emilio Corchado
| 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) / / edited by Hugo Sanjurjo González, Iker Pastor López, Pablo García Bringas, Héctor Quintián, Emilio Corchado |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (840 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering |
| ISBN | 3-030-87869-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A comparison of techniques for Virtual Concept Drift detection -- Dimensional reduction on an intelligent model for efficiency improvement of switching modes detection -- Performance and Explainability of Reservoir Computing Models for Industrial Prognosis -- Towards adaptive gamification in small online communities -- LSTM vs CNN in real ship trajectory classification -- Medical Catheters Grasping Point Detection with Quality Control. |
| Record Nr. | UNINA-9910522924403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The 17th International Conference Interdisciplinarity in Engineering : Inter-Eng 2023 Conference Proceedings - Volume 1 / / edited by Liviu Moldovan, Adrian Gligor
| The 17th International Conference Interdisciplinarity in Engineering : Inter-Eng 2023 Conference Proceedings - Volume 1 / / edited by Liviu Moldovan, Adrian Gligor |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (605 pages) |
| Disciplina | 620 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Engineering mathematics
Engineering - Data processing Industrial engineering Production engineering Computational intelligence Mathematical and Computational Engineering Applications Industrial and Production Engineering Computational Intelligence |
| ISBN | 3-031-54664-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Foreword -- Contents -- Evaluation of AA 7075-T6 Alloy's Corrosion Behavior Using Salt Spray Test -- 1 Introduction -- 2 Materials and Methods -- 2.1 Material -- 2.2 Methods -- 3 Results and Discussion -- 3.1 Pitting Density of AA705 -- 3.2 Weight Loss of AA 7075T6 -- 3.3 Electrical Conductivity of AA7075 T6 -- 4 Conclusion -- References -- Stress Corrosion of AA2024 Aluminium Alloy: Effects of Shot Peening in Sodium Chloride Solution -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 3.1 Microstructure of 2024T3 Aluminum Alloys -- 3.2 Mass Loss of AA2024 T3 Alloy -- 3.3 Stress Corrosion Test -- 4 Conclusion -- References -- E2ZB Approximation of the Cylindrical Roller Optimal Profile to Increase the Performance of Rolling Bearings -- 1 Introduction -- 2 Cylindrical Roller Optimal Profile -- 3 Enhanced E2ZB Profile -- 4 E2ZB Optimal Approximation -- 4.1 Objective Function Definition -- 4.2 Optimization Algorithm -- 5 Case Study -- 5.1 Case 1: RICw= 0, Ψ = 0 -- 5.2 Case 2: RICw= 0.100 mm, Ψ = 0 -- 5.3 Case 3: RICw= 0.100 mm, Ψ = 1′30" -- 6 Conclusions -- Annex -- References -- Analyzing the Productivity and Costs Between 3D Printed Ceramic and CNC Machined Aluminum Wax Injection Tool in Lost Wax Casting -- 1 Introduction -- 2 The Design of the Gating System and the Tree Assembly -- 3 General Information's About the Baking Process -- 4 FDM Rapid Prototyping -- 5 3D Printing Ceramic Injection Tool via SLS Technology -- 6 Virtual Casting Simulations -- 7 CNC Machined Aluminum Wax Injection Tool -- 8 Conclusions -- References -- Free Vibration Analysis of Orthotropic Thin Rectangular Plates -- 1 Introduction -- 2 Experimental Set-Up -- 2.1 Materials -- 2.2 Experimental Modal Analysis -- 3 Results and Discussion -- 4 Conclusion -- References.
Impact of Organic Ingredients on the Frictional Performance of NAO Brake Pad -- 1 Introduction -- 2 Natural Fibers -- 3 Friction Additives -- 4 Binders -- 5 Fillers -- 6 Characteristics and Properties of Sustainable Composite Materials in Brake Pads -- 7 Advantages and Drawbacks of Natural Material -- 8 Conclusion -- References -- Effects of Cutting Parameters on Surface Roughness and Flank Wear in Face Turning of Inconel 718 -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Results -- 4.1 Taguchi Results -- 4.2 ANOVA Results -- 5 Conclusion -- References -- Analysis of the Wear of Die Cut Knives Used in Flexographic Technology -- 1 Introduction -- 2 Experimental Research -- 2.1 Choosing Representative Die Cuts -- 2.2 Analysis of Representative Die Cuts Defects -- 3 Results and Discussion -- 4 Conclusions -- References -- Effect of Foam Thickness on Two-Wheeler Seat in View of Seat Height Adjustment and Vibration Damping -- 1 Introduction -- 1.1 Seat Height Adjustable Devices -- 2 Materials and Methods -- 2.1 Material Properties and Boundary Conditions -- 2.2 Modal and Harmonic Analysis -- 3 Result and Discussion -- 3.1 Modal Analysis -- 3.2 Harmonic Analysis -- 4 Conclusion -- References -- Rail Fastening Maintenance Impact on Track Stability for Continuously Welded Rail Tracks -- 1 Literature Review -- 1.1 Introduction -- 1.2 Rail Track Stability Calculus Methods -- 2 Calculus of CWR Track Stability -- 2.1 CWR Track Critical Stability Loss Force Determined Using the Energetic Method -- 2.2 Stability Condition for CWR Track -- 2.3 Stability Calculus for CWR Track - the Critical Stability Force Represented as a Curved Surface -- 3 Conclusions -- References -- Dynamics of Fine Boring of Intermittent Surfaces -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 The Main Part -- 5 Conclusion -- References. Optimization of the Processes of Operation of Basalt Plastic Friction Unit -- 1 Introduction -- 2 Objects and Research Methods -- 3 Discussion of the Results -- 4 Conclusion -- References -- A 3D-Printed Functional Knee Orthosis for Daily Activities -- 1 Introduction -- 2 Functional Knee Orthosis Design -- 3 Materials Used to Make the Functional Knee Orthosis -- 3.1 Printing Material - PLA -- 3.2 Metal Material -C45 -- 4 Printing the Functional Orthosis -- 5 Conclusions -- References -- Stress in the Strap of the Safety Belt with Accidental Burns -- 1 Introduction -- 2 Testing Method -- 3 Result -- 3.1 Result Traction Strap New Condition -- 3.2 Result for Strap Burned -- 4 Conclusions -- References -- Sound Absorption Characteristics of Orthotropic Porous Materials -- 1 Introduction -- 2 Materials and Methods -- 2.1 Sample Preparation -- 2.2 Experimental Method -- 3 Results and Discussion -- 3.1 Sound Absorption Coefficient -- 3.2 Acoustic Absorption Properties Versus Porosity -- 4 Conclusion -- References -- Constructive Solution and Mounting Technology for Two Pedestrian Walkways Over the Someș River -- 1 Introduction -- 2 Aspects Regarding the Structure Resistance -- 3 The Level of Traffic Comfort Correlated with the Pedestrians' Density -- 4 Dynamic Analysis of the Footbridge Corelated with Pedestrian's Traffic Comfort -- 5 Superstructure Mounting Technology and its Effect on the Effort State in the Deck -- 6 Conclusions and Final Remarks -- References -- Efficiency of Silica Fume and Fly Ash in Road Concrete -- 1 Introduction -- 2 Experimental Program -- 2.1 Materials and Samples -- 3 Results and Discussions -- 3.1 Flexural Strength -- 3.2 Compressive Strength -- 3.3 Split Tensile Strength -- 4 Conclusions -- References -- Mechanical Properties of Lightweight Concrete with Saw Dust Waste -- 1 First Section -- 2 Experimental Program. 2.1 Materials and Samples -- 3 Testing Results and Discussions -- 3.1 Materials and Samples the Density of Experimental Concretes -- 3.2 Compressive Strength of Concrete with Saw Dust Wastes -- 3.3 Flexural Strength of Concrete with Saw Dust Wastes -- 3.4 Split Tensile Strength of Concrete with Saw Dust Wastes -- 4 Conclusions -- References -- Reuse of Construction Waste -- 1 Introduction -- 2 Methods and Strategies for the Reuse of Construction Waste -- 3 Advantages and Disadvantages of Using Construction Waste -- 4 Circular Economy and the"3 R" s' Rule (Reduce, Reuse, Recycle) -- 5 Buildings Constructed with Construction Waste or Recycled Materials -- 6 Conclusions -- References -- Mechanical Characteristics of Green Concretes with Marble Waste -- 1 Introduction -- 2 Experimental Program -- 2.1 Materials -- 2.2 Sample -- 3 Results and Discussions -- 3.1 Compressive Strength -- 3.2 Flexural Strength -- 3.3 Split Tensile Strength -- 3.4 Failure of Smaples -- 4 Conclusions -- References -- Study on the Frost-Thaw Behavior of Self Compacting Concretes with Fly Ash and Ceramic Powder -- 1 Introduction -- 2 Experimental Program -- 2.1 Materials -- 3 Conclusions -- References -- Medium-Term Mechanical Properties of Cement Mortar Modified with Bentonite Nanoparticles -- 1 Introduction -- 2 Experimental Program -- 2.1 Materials -- 2.2 Mixing Details -- 2.3 Sample Preparation -- 2.4 Experimental Tests -- 3 Results and Discussion -- 3.1 Density -- 3.2 Flexural Strength -- 3.3 Compressive Strength -- 3.4 Scanning Electron Microscopy (SEM) Analysis -- 4 Conclusion -- References -- Multiple Linear Regression Model to Predict Compressive Strength of Concrete with Silica Fume and Metallic Fibers -- 1 Introduction -- 2 Experimental Study -- 3 Methodology -- 4 The Modelling Process for Prediction of Compressive Strength -- 5 Conclusions -- References. Dynamic Response Analysis of Footbridges on Hot-Rolled Steel Girders for Spans Varying Between 10 to 40 m and Width Between 2 and 6 m -- 1 Introduction -- 2 Dynamic Analysis of Footbridges -- 2.1 The Comfort Levels -- 2.2 Frequencies that Require Dynamic Assessment -- 2.3 Research Methods and Objectives -- 3 Results and Conclusions -- References -- Influence of Modification on the Textural Properties of the Natural Zeolite and Its Efficiency for the Heavy Metals Ions Removal from Contaminated Aqueous Solution -- 1 Introduction -- 2 Experimental Methods -- 3 Results and Discussion -- 3.1 Determination of Textural Properties of the NZ and FeZ -- 3.2 Adsorption Experiments -- 4 Conclusion -- References -- Elements of the Structure of Principal Schemes of Processes that Run in Heterogeneous Mediums -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Results -- 5 Conclusions -- References -- An Investigation into the Effect of Firing Temperature on the Physical and Thermal Properties of Clay Bricks: -- 1 Introduction -- 2 Materials and Methods -- 2.1 Sampling -- 2.2 Clays' Characterization -- 2.3 Preparation of Clay Brick Samples -- 2.4 Determination of Physical and Thermal Properties of Ceramic Bodies -- 3 Results and Discussions -- 3.1 Clays' Characterization -- 3.2 Properties of the Fired Clay Samples -- 4 Conclusion -- References -- Need for Textile Waste Decontamination in a Post-pandemic Environment -- 1 Foreword -- 2 Guidelines for Textile Decontamination -- 2.1 Reusing Textiles as Second-Hand Clothes -- 3 Methods for Textile Decontamination -- 3.1 Chemical Decontamination -- 3.2 Thermal Decontamination -- 3.3 Physical Decontamination -- 4 Conclusions -- References -- "Rebuilding History" with 3D Printing Models: The Use of 3D Printing in History of Architecture and Reconstruction of Historical Buildings -- 1 3D Printing. 1.1 The Evolution of 3D Printing: A Revolutionary Technological Journey. |
| Record Nr. | UNINA-9910847089603321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
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| Lo trovi qui: Univ. Federico II | ||
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The 17th International Conference Interdisciplinarity in Engineering : Inter-Eng 2023 Conference Proceedings - Volume 3 / / edited by Liviu Moldovan, Adrian Gligor
| The 17th International Conference Interdisciplinarity in Engineering : Inter-Eng 2023 Conference Proceedings - Volume 3 / / edited by Liviu Moldovan, Adrian Gligor |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (538 pages) |
| Disciplina | 620 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Engineering mathematics
Engineering - Data processing Industrial engineering Production engineering Computational intelligence Mathematical and Computational Engineering Applications Industrial and Production Engineering Computational Intelligence |
| ISBN | 3-031-54674-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Foreword -- Contents -- Numerical Analysis of Thermal Effects and Thermal Management in Thermophotovoltaic Systems -- 1 Introduction -- 2 TPV System Modeling -- 3 Results and Discussions -- 3.1 Mesh Independence Study -- 3.2 Thermal Management of the TPV System with Convective - Conductive Cooling -- 4 Conclusions -- References -- A New Method for Monitoring the Energy Consumption of Industrial Compressors -- 1 Introduction -- 2 Material and Method -- 2.1 Industrial Air Compressor Description -- 2.2 Description of the Metering Type -- 2.3 Types of Measurable Functions of Counters -- 2.4 Selection of the Method for Monitoring Electricity Consumption and Statistical Parameters. -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Very Short-Term Power Forecasting for Photovoltaic Power Plants Using a Simple LSTM Model Based on Short-Term Historical Datasets: Case Study -- 1 Introduction -- 2 Related Works -- 3 State-of-the-Art on Very Short-Term PV Solar Power Forecasts -- 4 Materials and Methodology -- 4.1 Description of the Experimental Data -- 4.2 Data Preparation -- 4.3 Long Short-Term Memory (LSTM) -- 4.4 Proposed Approach -- 4.5 Evaluation Criteria -- 4.6 LSTM Network Implementation Steps -- 4.7 Improved LSTM Model Performance -- 5 Results and Discussion -- 6 Conclusion -- References -- Enhanced Prediction of Solar Irradiance Using a Hybrid Approach Based on the Crow Search Algorithm and Extreme Learning Machine Network -- 1 Introduction -- 2 Literature Review -- 3 Conceptual Overview of the Proposed Hybrid Approach -- 3.1 Extreme Learning Machines Network -- 3.2 Need for Optimization in ELM -- 3.3 Crow Search Algorithm -- 3.4 Proposed Hybrid Approach CSA-ELMN -- 4 Experimentation of the Proposed Hybrid Approach -- 4.1 Data Gathering and Description -- 4.2 Classification of Data -- 4.3 Objective Function.
4.4 Parameter Set Values -- 4.5 Statistical Indexes -- 5 Discussion of Experimental Simulation Results -- 6 Conclusion and Future Direction -- References -- Advancing Parameter Extraction for Solar Photovoltaic Cells: A Novel Approach Using Differential Evolution Algorithm -- 1 Introduction -- 2 Problem Statement -- 2.1 Single Diode Model -- 2.2 Double Diode Model -- 2.3 Photovoltaic Module -- 2.4 Objective Function -- 3 Differential Evolution Algorithm -- 3.1 Initialization -- 3.2 Mutation -- 3.3 Crossover -- 3.4 Selection -- 4 Framework of the Proposed Method -- 4.1 Differential Evolution Technique -- 4.2 Lambert's W Function -- 4.3 Metaheuristic Strategy -- 5 Simulation Results -- 6 Conclusion -- References -- Analysis of the CO2 Emissions Due to Charging of Battery Electric Vehicles Considering the Hourly Power Mix -- 1 Introduction -- 2 Overview of the Mathematical Model -- 3 Results and Discussion -- 4 Conclusions -- References -- Prediction of Lithium-Ion Batteries Output Voltage in Electric Vehicles -- 1 Introduction -- 2 Materials and Methods -- 3 Battery Modelling -- 3.1 Electrical Equivalent Circuit Models (ECMs) -- 3.2 Physics-Based Models -- 3.3 Data-Driven Models -- 3.4 Hybrid Models -- 4 Neural Network-Based Time Series Analysis -- 4.1 Feedforward Neural Networks (FNNs) -- 4.2 Recurrent Neural Networks (RNNs) -- 4.3 Convolutional Neural Networks (CNNs) -- 4.4 Hybrid Models -- 4.5 Forecasting and Anomaly Detection -- 5 Results -- 6 Conclusion -- References -- Improved State of Charge Estimation of a Lithium-Ion Battery Output: Application to Conventional Neural Network -- 1 Introduction -- 2 Conventional Neural Network: Background and Theory -- 3 Data Pre-processing and Methodology Description -- 3.1 Data Pre-processing -- 3.2 Methodology Description -- 4 Result and Discussion -- 5 Conclusion -- References. Incorporating Eco-Friendly Materials in Wall Construction: Enhancing Thermal Performance and Sustainability -- 1 Introduction -- 2 Numerical Investigation -- 2.1 Research Methodology -- 2.2 Description of Constructive Model -- 2.3 Boundary Conditions -- 2.4 Meshing -- 2.5 Results and Discussion -- 3 Conclusions -- References -- Influence of the Cattaneo-Christov Heat Flux on the MHD Casson Nanofluid (Water + Silver) Flow and Heat Transfer Taking Thermal Radiation Effect into Account -- 1 Introduction -- 2 Description of the Problem and Its Mathematical Formulation -- 3 Results and Discussions -- 4 Conclusions -- References -- Thermal Conductivity of Cement Mortar Modified with Titanium Dioxide and Bentonite Nanoparticles - Comparative Analysis -- 1 Introduction -- 2 Materials and Methods -- 2.1 Materials -- 2.2 Mix Proportions -- 2.3 Sample Preparation -- 2.4 Experimental Procedure -- 3 Results and Discussion -- 3.1 Density -- 3.2 Surface Moisture and Temperature -- 3.3 Thermal Conductivity Coefficient -- 4 Specific Heat Capacity Variation. -- 5 Conclusion -- References -- Drag Effect on Prats Problem Using Power-Law Saturating Fluid: Convective Instability -- 1 Introduction -- 2 System and Governing Equations -- 2.1 Dimensionless Governing Equations -- 3 Linear Stability Analysis -- 4 Analytical Solution -- 5 Results and Discussion -- 6 Conclusion -- References -- Transformer Models in Natural Language Processing -- 1 Introduction -- 2 History of Transformer Models -- 3 Architecture of Transformer Models -- 4 Family of Transformer Models -- 4.1 Overview of Pre-trained Models -- 4.2 Application Areas of ChatGPT -- 5 Case Studies with ChatGPT -- 5.1 Testing of Human-Level Programming Abilities of ChatGPT -- 5.2 Testing Sentence Parsing Efficiency of ChatGPT -- 6 Conclusion -- References -- Comparing Two Different Implementations of OPC UA Clients. 1 Introduction -- 2 Related Work -- 3 Proposed System -- 3.1 System Architecture -- 3.2 Required Resources -- 3.3 Configuration Details -- 4 Implementations Details -- 5 Result and Conclusions -- References -- Device for Controlling the Mining Elevator Transportation Process -- 1 Introduction -- 2 Methods -- 2.1 Process Automation -- 2.2 Shannon's Convention -- 2.3 Logic Function -- 3 Results and Discussion -- 3.1 Experimentation -- 3.2 Determination of Requirements -- 3.3 Design and Coding - Hardware -- 3.4 Design and Coding - Software -- 3.5 Testing and Commissioning -- 4 Conclusions -- References -- Belt Transportation Monitoring Using SCADA Technology -- 1 Introduction -- 2 Methods -- 2.1 SCADA Architecture -- 2.2 Components -- 2.3 SCADA Connection -- 3 Results and Discussion -- 3.1 Classic Automation -- 3.2 SCADA Configuration -- 3.3 Lab Equipment -- 4 Conclusions -- References -- Control Solutions for Level Processes -- 1 Introduction -- 2 Mathematical Modeling of a Coupled Two-Tanks System -- 3 Control Solution Based on Poles Placement Method -- 4 Study Case and Matlab/Simulink Aplication -- 5 Conclusions -- References -- Analysis of the Wheel Steering Influence on Energy Consumption of an EV PMSM In-Wheel Propulsion System -- 1 Introduction -- 2 Entry Data for the Study -- 2.1 Vehicle Data -- 2.2 Propulsion System Data -- 3 Operational Area Coverage -- 3.1 Resistant Forces Calculation -- 3.2 Operating Points -- 4 Preparation of the Investigation -- 4.1 Steering Angle Considerations -- 4.2 Implementation of the Models -- 4.3 Verification on Physical Platforms -- 5 Results and Discussion -- 6 Conclusion -- References -- Influence of Artificial Intelligence's on Robotics: An Analysis -- 1 Introduction -- 1.1 Role of AI in Robots -- 2 AI Technologies and Disciplines -- 3 AI and Robotics Alliance: State of the Art. 3.1 Case Studies for Application and Impact of AI in Robotics -- 4 Proposed Areas for Future Work in AI and Robotics -- 5 Conclusion -- References -- Numerical Study for Steady Natural Convection in a Newtonian Nanofluid-Filled U-Shaped Copper-Water Inside a Square Cavity Using Lattice Boltzmann Method (LBM) -- 1 Introduction -- 2 Problem Description and Mathematical Formulation -- 3 Basic Idea of the Lattice Boltzmann Method -- 4 Results and Discussion -- 4.1 Effects of Nanoparticle Volume Fraction and Influence of the Height of the Baffle -- 4.2 The Dynamic Field -- 4.3 The Thermal Field -- 5 Conclusions -- References -- CFD Simulation of Accumulation and Exhaust Dynamics of Carbon Dioxide in Closed Enclosures -- 1 Introduction -- 2 Technique Used Description -- 2.1 Establishing the Conditions for Experimentation -- 2.2 CFD Modelling of the Accumulation Stages -- 3 Discussions -- 4 Conclusions -- References -- Analysis of the Impact of Automation on a Workstation at an Industrial Company Using Simulation -- 1 Introduction -- 2 Literature Review -- 3 Digitization of the Workstation -- 3.1 Description of the Workstation -- 3.2 Identification of Problems -- 3.3 Implementation of Solutions -- 4 Discussion of Results -- 5 Conclusion and Future Research -- References -- Simulation of Electrical Loads and Electronic Modules for Automotive Applications -- 1 Introduction -- 2 Simulation of Electronic Circuits and Performance Analysis -- 2.1 Electronic Load in Switching Mode -- 2.2 Maintaining a Constant Current Consumption -- 2.3 Constant Maintenance of the Voltage Drops at the Consumer Terminals -- 2.4 Keeping the Power Absorbed from the Source Constant -- 2.5 Maintaining a Constant Electrical Resistance Value -- 3 Conclusions -- References -- Simulation of a Hybrid Forest Cableway System with Energy Recovery -- 1 Operation -- 1.1 Track Layout. 1.2 Forest Cableway Model. |
| Record Nr. | UNINA-9910847088803321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The 17th International Conference Interdisciplinarity in Engineering : Inter-Eng 2023 Conference Proceedings - Volume 2 / / edited by Liviu Moldovan, Adrian Gligor
| The 17th International Conference Interdisciplinarity in Engineering : Inter-Eng 2023 Conference Proceedings - Volume 2 / / edited by Liviu Moldovan, Adrian Gligor |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (680 pages) |
| Disciplina | 620 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Engineering mathematics
Engineering - Data processing Industrial engineering Production engineering Computational intelligence Mathematical and Computational Engineering Applications Industrial and Production Engineering Computational Intelligence |
| ISBN | 3-031-54671-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Foreword -- Contents -- Reducing Quality Costs by Using Game Theory -- 1 Introduction -- 2 Research Methods -- 2.1 Costs Variation -- 2.2 Cost Control Techniques - Case Study -- 3 Obtained Results -- 4 Conclusions -- References -- Digitalization of Work and Its Impact on Worker Safety and Health -- 1 Introduction -- 2 Methodology -- 3 Results and Discussions -- 3.1 Remote or Hybrid Work -- 3.2 Working on Digital Platforms -- 3.3 Work Automation and Robotics -- 3.4 Artificial Intelligence -- 3.5 Smart Digital Systems -- 3.6 Case Study -- 4 Conclusions -- References -- Developing CO2 Detection Sensor Competitive Design Based on the Voice of the Household Consumer -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Conclusions -- References -- Analysis, Efficiency Methods and Results of the Use of Funds for the Financing of SMEs in the Brașov Medical Industry -- 1 Introduction -- 2 Projects for Center Region -- 3 Projects Analysis for Brasov County -- 4 Quality Process PRO-EPF -- 5 Analyzed Indicators -- 6 Description of Indicators Through PRO-EFT -- 7 Description of the Analysis Method -- 8 The 10 Most Frequent Mistakes Made by Applicants -- 9 General Conclusions -- References -- Timber Tracking Information System, a Necessity in Forest Protection and Sustainability. SUMAL Information System, an Initiative in Romania -- 1 Some Preliminary Steps Needed to Implement Timber Monitoring Systems -- 2 Implementation of the SUMAL Electronic System, as a Tool in Combating Illegal Logging in Romania, in Certifying and Determining the Provenance and Application of the EUTR -- 3 Does the New Romanian Forest Monitoring System, SUMAL 2.0, Manage to Have an Increased Capacity of Supervision, Control and Monitoring? -- 4 Main Pillars of Tracking Information System to Combat Illegal Logging -- 5 Conclusions -- References.
Optimizing Urban Planning to Alleviate Noise Pollution in Different Types of Intersections: A Case Study in Cluj-Napoca -- 1 Introduction -- 1.1 Noise Pollution -- 1.2 Traffic Noise Issues in Cluj-Napoca -- 2 Analyzed Locations and Equipment -- 2.1 Studied Locations -- 2.2 First Location -- 2.3 Second Location -- 2.4 Third Location -- 2.5 Measuring Equipment -- 3 Measurements -- 4 Conclusions -- References -- Boosting SWOT Analysis with Eco-Innovation Capability to Integrate Systematic Eco-Leadership Development for Military Leaders -- 1 Introduction -- 2 Research Background -- 2.1 Redesigning a Military Capability with an Eco-Leadership Approach -- 2.2 Direct Decision-Making Observation Using Eco-Innovation Capability -- 2.3 Understanding the Performance of Eco-Leaders Using the Eco-Innovation Capability -- 3 The Methodology -- 3.1 Methodology Approach -- 3.2 Data Collection Method -- 3.3 Analysis Method -- 3.4 SWOT Matrix -- 4 Discussions of the Findings -- 5 Conclusions -- References -- Sustainability in the Global Pharmaceutical Industry from the Perspective of Several Researchers -- 1 First Section -- 2 Conclusions -- References -- Assessment of Last-Mile Delivery Methods in E-commerce: A Case Study in Bucharest -- 1 Introduction -- 2 Organising Urban Logistic System -- 3 Modelling of Last-Mile Delivery Solutions in e-commerce -- 4 Case Study -- 5 Conclusion -- References -- Ethical Considerations in the Implementation and Usage of Large Language Models -- 1 Introduction -- 1.1 Ethical Artificial Intelligence -- 1.2 Large Language Models -- 2 Overview of Large Language Models -- 2.1 Brief History of LLMs -- 2.2 How LLMs Work and Their Capabilities -- 2.3 Examples of LLMs and Their Applications -- 3 Ethical Considerations for LLMs -- 3.1 Framework for Ethical Dimension -- 3.2 Applied Ethical Framework - Contextual Awareness. 4 Identifying and Implementing Mitigation Approaches -- 4.1 Lifecycle of LLM Applications -- 4.2 Simplified Life-Cycle Architecture of LLMs Applications -- 4.3 Ethical Considerations -- 5 Generalized Framework for Ethical Considerations -- 5.1 The Need for a General Ethical Framework -- 5.2 Further Research -- 6 Conclusions -- References -- Unveiling Managerial Perspectives on the Essential Role of Lean Implementation in Romanian Healthcare -- 1 Introduction -- 2 Material and Method -- 3 Results -- 4 Discussions and Conclusions -- References -- Social Entrepreneurship: A Review of the Literature Based on Geographical and Thematic Criteria -- 1 Introduction -- 2 Social Entrepreneurship: Moving from Practice to Academic Legitimacy -- 3 Literature Review Using Geographical and Thematic Criteria -- 4 First Section Discussion of the Literature Review's Finding -- 4.1 The Person is Social Entrepreneur -- 4.2 Social Entrepreneurship is the Method -- 4.3 The Company is a Social Enterprise -- 5 Results and Discussion -- 6 Conclusion -- References -- Analysis of Defects in Quality Management in a Company from the Automotive Industry -- 1 Introduction -- 2 Defects in Quality Management. Defect Analysis Procedures -- 3 Analysis of Defects Complained by the Customer -- 4 Defect Treatment Procedure -- 5 Transmission of the Complaint from the Customer to the Supplier. Sending a Report to the Client -- 6 Analysis of Samples Claimed and Returned by the Customer -- 7 Conclusions and Proposals -- References -- Evaluation of the Effectiveness of the Actions Implemented in the Treatment of Defects in a Company in the Automotive Industry -- 1 Introduction -- 2 Defects and Their Analysis Methods in Quality Management -- 3 7Steps Internal Analysis of the Customer Complaint -- 4 Sending the Final 8D Report to the Client with the Solution of the Complained Problem. 5 Evaluation of the Effectiveness of the Corrective and Preventive Actions Implemented to Close the Complaint -- 6 Conclusions and Proposals -- References -- Analytical and Simulation Models as Decision Support Tools for Supply Chain Optimization - An Empirical Study -- 1 Introduction -- 2 Decision Support Tools -- 3 Analytical Models as a Decision Support Tool -- 4 Simulation as a Decision Support Tool -- 5 Discussion -- 6 Conclusion -- References -- Simulating Product Costs Under Stochastic Conditions Using the ABC Matrix Model -- 1 Introduction -- 2 Matrix Activity-Based Cost Model -- 3 Use-Case -- 4 Simulation Model -- 4.1 Modelling -- 4.2 Measurement -- 4.3 Verification and Validation -- 5 Stochastic Analysis -- 6 Discussion and FutureWork -- 6.1 Limitations -- 6.2 Opportunities -- References -- Internal Logistics Process Improvement: A Case Study -- 1 Introduction -- 2 Problem Statements and Objectives -- 3 Implementation of Solutions and Results -- 3.1 Improvements in Production Support Supermarkets -- 3.2 Improvement in the Supply Process to the Production Support Supermarkets -- 3.3 Improvement in the Circulation on the Shop Floor -- 3.4 Improvement in the Workstations of the Suppliers -- 4 Discussion -- 5 Conclusions -- References -- Aspects Regarding the Ergonomic Design of Workstations in the Automotive Manufacturing Industry -- 1 Introduction -- 2 Approaches Regarding the Design of Workstation -- 3 Ergonomic Design of Workstations in the Automotive Manufacturing Industry -- 3.1 Design of Workstation -- 3.2 Algorithm for Ergonomic Design of Work Cells -- 4 Conclusions -- References -- Analysis and Improvement of Service Level: Practical Case in a Luxury Leather Goods Component Manufacturing Company -- 1 Introduction -- 2 Project Purpose and Objectives -- 3 Literature Review -- 3.1 Logistics and Service Level. 3.2 Root Cause Analysis Tools and Continuous Improvement -- 3.3 Knowledge Management -- 3.4 Business Intelligence as an Enterprise Support Tool -- 4 Methodology -- 5 Problems -- 5.1 Problems and Solutions -- 5.2 Solutions and Results -- 6 Conclusions -- 7 Future Work -- Appendix -- Appendix 1 -- Appendix 2 -- References -- Testing the Quality of Filtered Drinking Water and Developing Technical Solutions to Improve It -- 1 Introduction -- 2 Identification of Deposits in Drinking Water Filtered with the Most Common Types of Filtrer Cartridges -- 2.1 Means and Method Used -- 2.2 Results Interpretation -- 3 Development of an Improved Eco-Innovative Filtering Solution -- 4 Conclusions and Directions for the Development of the Research Carried Out -- References -- A New Quality Assurance Standard for the Exploitation of the PHOENIX MK1 Exoskeleton -- 1 Introduction -- 2 Material and Method -- 3 Results -- 3.1 Purpose/ Relationship with Exoskeleton Quality Standards -- 3.2 Reference Documents -- 3.3 Description of Phoenix MK1 Medical Device/Exoskeleton -- 3.4 Direct and Indirect Beneficiaries of the Exoskeleton -- 3.5 Personalized Recommendations for Using the Phoenix Exoskeleton -- 3.6 Maintenance of the Exoskeleton -- 4 Conclusion -- References -- New Approaches in Medical Rehabilitation: A Literature Review on the Use and Importance of Technology in Rehabilitation -- 1 Introduction -- 2 New Approaches to Medical Rehabilitation -- 2.1 Virtual Reality -- 2.2 Exoskeletons and Robotic -- 2.3 Electric Current Therapy -- 2.4 Using Artificial Intelligence in Rehabilitation -- 3 Use of Technology in Medical Rehabilitation -- 3.1 Advanced Medical Devices -- 3.2 Virtual Reality and Augmented Reality -- 3.3 Mobile Applications and Real-Time Monitoring -- 3.4 Big Data and Data Analytics -- 4 The Importance of Using Mobile Devices in Medical Rehabilitation. 4.1 Freedom of Movement. |
| Record Nr. | UNINA-9910847080203321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) : Salamanca, Spain, September 5–7, 2022, Proceedings / / edited by Pablo García Bringas, Hilde Pérez García, Francisco Javier Martinez-de-Pison, José Ramón Villar Flecha, Alicia Troncoso Lora, Enrique A. de la Cal, Álvaro Herrero, Francisco Martínez Álvarez, Giuseppe Psaila, Héctor Quintián, Emilio S. Corchado Rodriguez
| 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) : Salamanca, Spain, September 5–7, 2022, Proceedings / / edited by Pablo García Bringas, Hilde Pérez García, Francisco Javier Martinez-de-Pison, José Ramón Villar Flecha, Alicia Troncoso Lora, Enrique A. de la Cal, Álvaro Herrero, Francisco Martínez Álvarez, Giuseppe Psaila, Héctor Quintián, Emilio S. Corchado Rodriguez |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (676 pages) |
| Disciplina | 929.605 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering |
| ISBN | 3-031-18050-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- General Chair -- International Advisory Committee -- Program Committee Chairs -- Program Committee -- Special Sessions -- Machine Learning and Computer Vision in Industry 4.0 -- Program Committee -- Time Series Forecasting in Industrial and Environmental Applications -- Program Committee -- Optimization, Modeling, and Control by Soft Computing Techniques -- Program Committee -- Soft Computing Applied to Renewable Energy Systems -- Program Committee -- Preprocessing Big Data in Machine Learning -- Program Committee -- Tackling Real-World Problems with Artificial Intelligence -- Program Committee -- SOCO 2022 Organizing Committee Chairs -- SOCO 2022 Organizing Committee -- Contents -- Decision Support and Deep Learning -- Anomaly Detection of Security Threats to Cyber-Physical Systems: A Study -- 1 Introduction -- 2 Statistical Analysis -- 3 Literature Analysis -- 3.1 CPS Security Design -- 3.2 Anomaly Detection/Threat Detection in CPS -- 4 Outstanding Challenges -- 5 Conclusions -- References -- Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning Approaches -- 1 Introduction -- 2 State-of-the-Art -- 3 Training/Testing Dataset -- 4 Proposed Methodology -- 4.1 Gradient Boosting Training -- 4.2 Support Vector Machine Training -- 5 Results and Discussion -- 6 Conclusions -- References -- Estimation of Lamb Weight Using Transfer Learning and Regression -- 1 Introduction -- 2 Image Acquisition and Data Preparation -- 3 Proposed Architecture -- 4 Experimental Results -- 5 Conclusions -- References -- UAV Simulation for Object Detection and 3D Reconstruction Fusing 2D LiDAR and Camera -- 1 Introduction -- 2 Related Works -- 3 Simulation Framework -- 4 Proposed Process -- 5 Demonstration and Evaluation -- 6 Conclusions and Perspectives -- References.
A SO2 Pollution Concentrations Prediction Approach Using Autoencoders -- 1 Introduction -- 2 Database -- 3 Methodology -- 4 Results -- 5 Conclusions -- References -- CPU Computation Influence on Energy Consumption Forecasting Activities of a Building -- 1 Introduction -- 2 Methodology -- 3 Case Study and Results -- 3.1 Case Study -- 3.2 Results -- 4 Conclusions -- References -- Python-Based Ecosystem for Agent Communities Simulation -- 1 Introduction -- 2 Related Works -- 3 Proposed Solution -- 3.1 PEAK Multi-agent System Platform -- 3.2 Management -- 4 Case Study -- 5 Conclusion -- References -- Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain) -- 1 Introduction -- 2 Area Description and Datasets -- 3 Methods -- 3.1 Artificial Neural Networks -- 3.2 Bayesian Regularized Neural Networks -- 3.3 Long Short-Term Memory Neural Networks -- 3.4 Mutual Information -- 3.5 Minimum-Redundancy-Maximum-Relevance (mRMR) -- 4 Experimental Procedure -- 4.1 Creation of the Lagged Datasets -- 4.2 Forecasting Models -- 5 Results and Discussion -- 6 Conclusions -- References -- Evolutionary Computing -- A Hybrid Discrete Symbiotic Organisms Search Algorithm and List-Based Simulated Annealing Algorithm for Traveling Salesman Problem -- 1 Introduction -- 2 A Discrete Symbiotic Organisms Search Algorithm for TSP -- 2.1 Mutualism Phase -- 2.2 Commensalism Phase -- 2.3 Parasitism Phase -- 3 A List-Based Simulated Annealing Algorithm for TSP -- 4 A Hybrid DSOS-LBSA Algorithm for TSP -- 5 Computational Results and Discussion -- 5.1 Parameter Settings -- 5.2 Computational Results and Analysis -- 6 Conclusion and Future Work -- References -- Estimation of Distribution Algorithms Applied to the Next Release Problem -- 1 Introduction -- 2 Next Release Problem -- 2.1 Related Work. 2.2 Multi-objective Next Release Problem -- 3 Proposal: Univariate EDAs for the MONRP -- 3.1 MONRP-UMDA -- 3.2 MONRP-PBIL -- 4 Experimental Evaluation -- 4.1 Algorithms -- 4.2 Datasets -- 4.3 Methodology -- 5 Results and Analysis -- 5.1 Best Configurations -- 5.2 Pareto Front Results -- 5.3 Metrics Results -- 6 Conclusions and Future Works -- References -- An Extremal Optimization Approach to the Pairwise Connectivity Critical Node Detection Problem -- 1 Introduction -- 2 Related Work and Problem Formulation -- 3 Extremal Optimization -- 4 Numerical Experiments -- 5 Conclusions -- References -- Neural Networks and Data Mining -- Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation -- 1 Introduction -- 2 Case Study -- 3 Model Approach -- 3.1 Dataset -- 3.2 Methods -- 3.3 Classification Model -- 3.4 Experiments Description -- 4 Results -- 5 Conclusions and Future Works -- References -- Intuitionistic Fuzzy Sets in J-CO-QL+? -- 1 Introduction -- 2 Background -- 2.1 Classical Fuzzy Sets -- 2.2 Intuitionistic Fuzzy Sets and Relations -- 2.3 Example: Representing Medical Knowledge -- 3 Intuitionistic Fuzzy Sets and J-CO-QL+ -- 3.1 J-CO-QL+ Data Model and Execution Model -- 3.2 J-CO-QL+ Script -- 4 Learned Lessons and Conclusions -- References -- Assessing the Efficient Market Hypothesis for Cryptocurrencies with High-Frequency Data Using Time Series Classification -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Experiments and Results -- 4.1 Datasets Used -- 4.2 Experimental Settings and Performance Measures -- 4.3 Results -- 5 Conclusions -- References -- Blockchain for Supply Chain Traceability with Data Validation -- 1 Introduction -- 2 Related Work -- 3 Blockchain-Based GSC Traceability -- 4 Smart Contract for GSC Traceability -- 5 Smart Contract Implementation and Performance Evaluation. 6 Conclusions and Future Work -- References -- Compression of Clustered Ship Trajectories for Context Learning and Anomaly Detection -- 1 Introduction -- 2 Background Information -- 2.1 Data Pre-processing and Data Imbalance -- 2.2 Trajectory Clustering -- 2.3 Trajectory Compression -- 3 Proposed Architecture -- 3.1 Data Preparation and Cluster Generation -- 3.2 Compression of Trajectories -- 3.3 Representative Points Extraction -- 4 Results Analysis -- 5 Conclusions and Perspectives -- References -- DR Participants' Actual Response Prediction Using Artificial Neural Networks -- 1 Introduction -- 2 Proposed Methodology -- 3 Case Study -- 4 Results and Discussion -- 5 Conclusion -- References -- Non-linear Neural Models to Predict HRC Steel Price in Spain -- 1 Introduction and Previous Work -- 2 Materials and Methods -- 2.1 Dataset -- 2.2 Non-lineal Neural Models -- 3 Experiments and Results -- 4 Conclusions and Future Work -- References -- Soft Computing Applications -- First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data -- 1 Introduction -- 1.1 State of the Art -- 1.2 Research Proposal -- 2 Methodology -- 2.1 Preprocess -- 2.2 Data Analysis -- 2.3 Dataset Generation -- 2.4 Supervised Classification -- 2.5 Evaluation -- 2.6 Results -- 3 Conclusion -- References -- Virtual Sensor to Estimate Air Pollution Heavy Metals Using Bioindicators -- 1 Introduction -- 2 Database -- 3 Methodology -- 4 Results -- 5 Conclusions -- References -- Regression Techniques to Predict the Growth of Potato Tubers -- 1 Introduction -- 2 Previous Work -- 3 Regression Techniques -- 3.1 Multiple Linear Regression -- 3.2 Multilayer Perceptron -- 3.3 Radial-Basis Function Network -- 3.4 Support Vector Machine -- 4 Materials and Methods -- 5 Results and Discussion -- 6 Conclusions and Future Work -- References. Reliability-Sensitive Optimization for Provision of Ancillary Services by Tempo-Spatial Correlated Distributed Energy Resources -- 1 Introduction -- 2 Multivariate Correlation Modeling -- 2.1 Pair-Copula Construction -- 2.2 D-Vine Copula Structure -- 3 Reliability-Sensitive Optimization -- 3.1 Multivariate Correlation Modeling -- 3.2 Joint Reliability Evaluation Methodology -- 4 Simulation Study -- 5 Conclusion -- References -- Special Session on Machine Learning and Computer Vision in Industry 4.0 -- Predictive Maintenance of ATM Machines by Modelling Remaining Useful Life with Machine Learning Techniques -- 1 Introduction -- 2 Materials -- 3 Methods -- 3.1 Task Definition -- 3.2 Feature Extraction and Selection -- 3.3 Pre-processing -- 3.4 Machine Learning Model -- 3.5 Experimental Procedure -- 4 Results -- 5 PdM Decision Support System for SIMPLE Project -- 6 Conclusions -- References -- The Impact of Content Deletion on Tabular Data Similarity Using Contextual Word Embeddings -- 1 Introduction -- 2 Related Work -- 3 Research Method -- 4 Experiments -- 4.1 Models -- 4.2 Datasets -- 4.3 Results -- 5 Conclusions and Future Work -- References -- Deep Learning-Based Dementia Prediction Using Multimodal Data -- 1 Introduction -- 2 DementiaBank Dataset -- 3 Approach -- 3.1 Audio -- 3.2 Text -- 3.3 Multimodal -- 3.4 Other Approaches -- 4 Evaluation -- 5 Conclusion -- References -- Lightweight Models in Face Attribute Recognition: Performance Under Oclussions -- 1 Introduction -- 2 Related Work -- 3 Description of the System -- 3.1 Models -- 3.2 Datasets -- 4 Experimental Setup -- 4.1 Training -- 4.2 Evaluation -- 5 Evaluation with Masked Faces -- 6 Conclusions and Future Work -- References -- Small Vessel Detection in Changing Seaborne Environments Using Anchor-Free Detectors on Aerial Images -- 1 Introduction -- 2 Related Work -- 2.1 Vessel Detection. 2.2 Datasets. |
| Record Nr. | UNINA-9910627276703321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) [[electronic resource] ] : Salamanca, Spain, September 5–7, 2023, Proceedings, Volume 1 / / edited by Pablo García Bringas, Hilde Pérez García, Francisco Javier Martínez de Pisón, Francisco Martínez Álvarez, Alicia Troncoso Lora, Álvaro Herrero, José Luis Calvo Rolle, Héctor Quintián, Emilio Corchado
| 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) [[electronic resource] ] : Salamanca, Spain, September 5–7, 2023, Proceedings, Volume 1 / / edited by Pablo García Bringas, Hilde Pérez García, Francisco Javier Martínez de Pisón, Francisco Martínez Álvarez, Alicia Troncoso Lora, Álvaro Herrero, José Luis Calvo Rolle, Héctor Quintián, Emilio Corchado |
| Autore | García Bringas Pablo |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (305 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
Pérez GarcíaHilde
Martínez de PisónFrancisco Javier Martínez ÁlvarezFrancisco Troncoso LoraAlicia HerreroÁlvaro Calvo RolleJosé Luis QuintiánHéctor CorchadoEmilio |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering |
| ISBN | 3-031-42529-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Deep Learning, Fuzzy Logic and Evolutionary Computation -- Text Classification for Automatic Distribution of Review Notes in Movie Production -- 1 Introduction -- 2 Dataset -- 3 Methodology -- 3.1 Data Cleaning -- 3.2 Label Estimation -- 3.3 Tokenization -- 3.4 Classification -- 4 Experiments and Results -- 5 Conclusions and Future Work -- References -- Extended Rank-Based Ant Colony Optimization Algorithm for Traveling Salesman Problem -- 1 Introduction -- 2 Ant Colony Optimization -- 3 Proposed ACO Algorithm Plus Local Search -- 4 Results -- 5 Conclusions and Future Work -- References -- Multi-scale Neural Model for Tool-Narayanaswamy-Moynihan Model Parameter Extraction -- 1 Introduction -- 2 Materials and Methods -- 2.1 TNM Model and Its Parameters -- 2.2 Multi-scale Convolutional Neural Model -- 2.3 Dataset -- 3 Experiments and Results -- 3.1 Training Details -- 3.2 Evaluation of Multi-scale Neural Model -- 4 Conclusion -- References -- Application of Fuzzy Logic to the Risk Assessment of Production Machines Failures -- 1 Introduction -- 2 Linguistic Values and Its Analysis in Risk Assessment -- 3 Fuzzy FMEA in the Risk Assessment of Production Downtime -- 4 Conclusion -- References -- First Approach of an Intelligent Automatic System for Aircraft Flap/Slat Positioning -- 1 Introduction -- 2 Brief State of the Art -- 3 Description of the Problem Addressed -- 4 Automation of the Flap/Slat Positioning System -- 4.1 General System Architecture -- 4.2 Fuzzy Decision Block -- 5 Simulation Results and Discussion -- 6 Conclusions and Future Works -- References -- Fuzzy Aggregators in Practice: Meta-Model and Implementation -- 1 Introduction -- 2 Background -- 3 Meta-Modeling Fuzzy Aggregators -- 4 Novel Constructs in J-CO-QL+ and Case Study -- 4.1 Case Study.
4.2 Declaring Fuzzy Operator and Fuzzy Aggregators -- 4.3 Soft Querying -- 5 Conclusions -- References -- Machine Learning and Data Mining -- Model-Based Design of the IMO-NMPC Strategy: Real-Time Implementation -- 1 Introduction -- 2 Workflow: From Simulation to Real-Time Execution -- 2.1 Phases -- 3 iMO-NMPC Strategy Implementation -- 4 Experiments -- 4.1 PHASE 3: Simulink Desktop Real-Time Experiments -- 4.2 PHASE 4: Simulink Real-Time Experiments -- 5 Results -- 5.1 SNL1/SNL5 SISO System Simulink Desktop Real-Time -- 5.2 SNL1/SNL5 SISO System Simulink Real-Time (Speedgoat) -- 5.3 SNL1-SNL1 MIMO System Simulink Real-Time (Speedgoat) -- 5.4 SNL1-SNL5 MIMO System Simulink Real-Time (Speedgoat) -- 6 Conclusions -- References -- Hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier -- 1 Introduction -- 2 Materials and Methods -- 2.1 Principal Component Analysis (PCA) -- 2.2 Artificial Neural Networks (ANNs) and Bayesian Optimization -- 3 Results and Discussion -- 4 Conclusions -- References -- Neuron Characterization in Complex Cultures Using a Combined YOLO and U-Net Segmentation Approach -- 1 Introduction -- 2 State of the Art -- 3 Materials and Methods -- 3.1 Experimental Setup -- 3.2 Experimental Procedure -- 4 Results and Discussion -- References -- Effectiveness of Quantum Computing in Image Processing for Burr Detection -- 1 Introduction -- 2 Quantum Computing -- 3 Burr Detection -- 4 Proposed Architecture -- 5 Experimental Results -- 6 Conclusions -- References -- Categorization of CoAP DoS Attack Based on One-Class Boundary Methods -- 1 Introduction -- 2 Case Study -- 3 Methods -- 3.1 Approximate Convex Hull -- 3.2 K Nearest Neighborhood -- 3.3 One-Class Support Vector Machine -- 4 Experiments -- 5 Results -- 6 Conclusions and Future Works -- References. TinyNARM: Simplifying Numerical Association Rule Mining for Running on Microcontrollers -- 1 Introduction -- 2 Basic Information -- 2.1 Numerical Association Rule Mining -- 2.2 Classical NARM Using Evolutionary Approaches -- 2.3 TinyML -- 3 TinyNARM -- 4 Experiments and Results -- 4.1 Datasets -- 4.2 Experimental Environment -- 4.3 Results -- 4.4 Discussion -- 5 Conclusion -- References -- Fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms -- 1 Introduction -- 2 Biological Methanation Model and Optimization -- 2.1 Extended Anaerobic Digestion Model (ADM1 ME) -- 2.2 Optimal Operation -- 2.3 ADM1 ME Disturbances and Dataset Generation -- 3 Results and Discussion -- 4 Conclusions and Future Work -- References -- Soft Computing Applications -- Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine -- 1 Introduction -- 2 Case Study -- 2.1 Sotavento Experimental Bioclimatic House -- 2.2 Dataset -- 3 Applied Methods -- 4 Experiment Setup and Results -- 4.1 Experiments Setup -- 4.2 Metrics -- 4.3 Results -- 5 Conclusions and Future Work -- References -- Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction -- 1 Introduction -- 2 Wastewater Treatment Plant Under Study -- 3 Applied Methods -- 3.1 Feature Selection -- 3.2 Regression Techniques -- 4 Experiments and Results -- 4.1 Experiment's Setup -- 4.2 Results -- 4.3 Analysis of Results -- 5 Conclusions and Future Work -- References -- Machine Learning Based System for Detecting Battery State-of-Health -- 1 Introduction -- 2 Case Study -- 3 Materials and Methods -- 3.1 Random Forest -- 3.2 Multilayer Perceptron -- 3.3 K-Nearest Neighbors -- 3.4 Gaussian Process Classifier -- 3.5 Support Vector Classifier -- 4 Experimental Setup -- 5 Results and Analysis. 6 Conclusions and Future Work -- References -- Leveraging Smart Meter Data for Adaptive Consumer Profiling -- 1 Introduction -- 2 Related Work -- 3 Workflow for Adaptive Clustering Pipeline -- 3.1 General Approach -- 3.2 Dataset for Analysis -- 3.3 Description of the Data Pipeline -- 4 Data Analysis -- 4.1 Ground Truth Cluster Selection and Analysis -- 4.2 Cold-Start Analysis -- 5 Conclusions -- References -- Managing Pandemics Through Agent-Based Simulation: A Case Study Based on COVID-19 -- 1 Managing Pandemics: A Challenging Decision-Making Process -- 2 Review of Simulation Tools to Model Pandemics Evolution -- 3 Modelling Pandemics Evolution Through an Agent-Based Model -- 3.1 Disease Spread Modelling -- 3.2 Disease Evolution and Impact on Healthcare System -- 3.3 Modelling Pharmacological and Non-Pharmacological Measures -- 4 Prototype Implementation Based on COVID-19 -- 5 Validation -- 5.1 Baseline Scenario -- 5.2 Comparison of Non-pharmacological Measures and Baseline Scenario -- 6 Conclusions -- References -- Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid -- 1 Introduction -- 2 Techniques Applied -- 2.1 Imputation and Regression -- 2.2 Visualization -- 3 A Real-Life Case Study -- 4 Experiments and Results -- 5 Conclusions and Future Work -- References -- Special Session 1: Time Series Forecasting in Industrial and Environmental Applications -- Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Dataset -- 3.2 Models -- 3.3 Evaluation Metric -- 3.4 Optimization Process -- 4 Results and Discussion -- 4.1 Performance Results -- 4.2 Number of Features Analysis -- 4.3 Best and Worst Predictions Analysis -- 5 Conclusions and Future Work -- References. Neuroevolutionary Transfer Learning for Time Series Forecasting -- 1 Introduction -- 2 Our Proposal -- 3 Results -- 4 Conclusions -- References -- Machine Learning Approaches for Predicting Tree Growth Trends Based on Basal Area Increment -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Data Acquisition -- 3.2 Data Cleaning -- 3.3 Data Transformation -- 3.4 Machine Learning Algorithms -- 3.5 Model Evaluation -- 4 Results -- 4.1 Input Data -- 4.2 Tree Growth Prediction -- 5 Conclusions and Future Work -- References -- Forecasting Greenhouse Temperature Using Machine Learning Models: Optimizing Crop Production in Andalucia -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Experimental Setup -- 3.2 Machine Learning Models -- 4 Results and Discussion -- 4.1 Data Description -- 4.2 Experimental Results -- 5 Conclusions -- References -- Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting -- 1 Introduction -- 2 Methodology -- 2.1 The Proposed Model -- 2.2 Model Training -- 2.3 Model Evaluation -- 3 Results -- 4 Conclusions -- References -- An Approach to Enhance Time Series Forecasting by Fast Fourier Transform -- 1 Introduction -- 2 Background -- 3 Methodology -- 3.1 Dataset -- 3.2 Feature Engineering -- 3.3 Models to Use -- 4 Results and Discussion -- 5 Conclusions -- References -- Comparative Study of Open Source Database Management Systems to Enable Predictive Maintenance of Autonomous Guided Vehicles -- 1 Introduction -- 2 Use Case -- 3 Methodology -- 3.1 Database Management Systems Under Study -- 3.2 Comparison Procedure -- 3.3 Comparison Perspectives -- 4 Experiments and Results -- 4.1 Functional Comparison -- 4.2 Performance Evaluation -- 5 Conclusions and Future Work -- References -- Integrated Forecast and Optimization for Retailer Allocation in a Two-Echelon Inventory System -- 1 Introduction. 2 Related Literature. |
| Record Nr. | UNINA-9910743701003321 |
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García Bringas Pablo
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soggetto topico
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Production engineering
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