03815nam 22005895 450 991083102070332120240307051725.03-031-35378-110.1007/978-3-031-35378-9(MiAaPQ)EBC31102274(Au-PeEL)EBL31102274(DE-He213)978-3-031-35378-9(CKB)30181518800041(EXLCZ)993018151880004120240201d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierExplainable Uncertain Rule-Based Fuzzy Systems /by Jerry M. Mendel3rd ed. 2024.Cham :Springer International Publishing :Imprint: Springer,2024.1 online resource (598 pages)Print version: Mendel, Jerry M. Explainable Uncertain Rule-Based Fuzzy Systems Cham : Springer International Publishing AG,c2024 9783031353772 Introduction -- Part 1: Type-1 Fuzzy Sets and Systems -- Short Primers on Type-1 Fuzzy Sets and Fuzzy Logic -- Type-1 Fuzzy Logic Systems -- Part 2: Type-2 Fuzzy Sets -- Sources of Uncertainty -- Type-2 Fuzzy Sets -- Operations on and Properties OF Type-2 Fuzzy Sets -- Type-2 Relations and Compositions -- Centroid of a Type-2 Fuzzy Set: Type-Reduction -- Part 3: Type-2 Fuzzy Logic Systems -- Mamdani Interval Type-2 Fuzzy Logic Systems (IT2 FLSS) -- TSK Interval Type-2 Fuzzy Logic Systems -- General Type-2 Fuzzy Logic Systems (GT2 FLSS) -- Conclusion.The third edition of this textbook presents a further updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications, from time-series forecasting to knowledge mining to classification to control and to explainable AI (XAI). This latest edition again begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty, leading to type-2 fuzzy sets and systems. New material is included about how to obtain fuzzy set word models that are needed for XAI, similarity of fuzzy sets, a quantitative methodology that lets one explain in a simple way why the different kinds of fuzzy systems have the potential for performance improvements over each other, and new parameterizations of membership functions that have the potential for achieving even greater performance for all kinds of fuzzy systems. For hands-on experience, the book provides information on accessing MATLAB, Java, and Python software to complement the content. The book features a full suite of classroom material.Computational intelligenceTelecommunicationArtificial intelligenceNeural networks (Computer science)Computational IntelligenceCommunications Engineering, NetworksArtificial IntelligenceMathematical Models of Cognitive Processes and Neural NetworksComputational intelligence.Telecommunication.Artificial intelligence.Neural networks (Computer science)Computational Intelligence.Communications Engineering, Networks.Artificial Intelligence.Mathematical Models of Cognitive Processes and Neural Networks.511.313Mendel Jerry M14372MiAaPQMiAaPQMiAaPQBOOK9910831020703321Explainable Uncertain Rule-Based Fuzzy Systems4000461UNINA05945nam 2201585z- 450 991055768760332120220111(CKB)5400000000044656(oapen)https://directory.doabooks.org/handle/20.500.12854/76360(oapen)doab76360(EXLCZ)99540000000004465620202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierIndustrial and Technological Applications of Power Electronics SystemsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online resource (384 p.)3-0365-0822-8 3-0365-0823-6 The Special Issue "Industrial and Technological Applications of Power Electronics Systems" focuses on: - new strategies of control for electric machines, including sensorless control and fault diagnosis; - existing and emerging industrial applications of GaN and SiC-based converters; - modern methods for electromagnetic compatibility. The book covers topics such as control systems, fault diagnosis, converters, inverters, and electromagnetic interference in power electronics systems. The Special Issue includes 19 scientific papers by industry experts and worldwide professors in the area of electrical engineering.Research & information: generalbicsscTechnology: general issuesbicssc12-pulse3 kV DC railway tractionAC-DC power convertersactive disturbance rejection controller (ADRC)adaptive controlaggregated electromagnetic interferenceaverage air gap lengthbidirectional converterbig power DC/DC converterboost converterscompensation for nonactive currentconducted electromagnetic interferenceconducted interferencecoupled reactorsDC micro gridDC-DC converterdc-dc power convertersDC-DC power convertersDC-DC power convertersdecontamination of organic loose productsdielectric barrier dischargedirect torque control (DTC)drive voltage frequency converterdual active bridge dc-dc converterelectric multiple unitelectric vehicleselectromagnetic compatibilityelectromagnetic couplingEV batteryextended Kalman filter (EKF)fast battery chargingfault diagnosis (FD)FPGAfrequency beatfull-order observerGaN switchGaN-transistorsgapped magnetic coregrasshopper optimization algorithm (GOA)high-voltage converterhigh-voltage-gain converterinductive power transmissioninductiveless converterinterior permanent magnet motorslocal transportlow-switching modulation techniquemagnetic permeabilitymagnetizing inductancematrix convertermaximum torque per amperemedium frequency transformermodularmultilevel convertermultiphase systemsmultipulsemultipulse convertersmultipulse matrix converter with coupled reactorsmultipulse voltage converternearest voltage modulationnonthermal plasmaparticle swarm optimization (PSO)permanent magnet synchronous generator (PMSG)power conditioningpower distributionpower electronic interfacespower electronic traction transformerpower qualitypulse amplitude modulation (PAM)pulse width modulationpulse width modulation (PWM)pulse width regulationrandom modulationresonant converterresonant inverterresonant power conversionreverse power flowselective harmonics elimination PWM (SHEPWM)sensorlesssensorless controlseries active power filtersSiC MOSFETsilicon carbidesix-phase induction motor (6PIM)square-type matrix convertersstator inter-turn short circuitstator resistance estimatorswitched capacitor converterswitched-capacitor convertersystems controlT-type inverterthree-leveltreatment of plastic surfaceUPQCvoltage regulationvoltage source inverter (VSI)wireless power transferzero-current switching (ZCS)zero-voltage switching (ZVS)Research & information: generalTechnology: general issuesStrzelecki Ryszardedt1327834Demidova GalinaedtVinnikov DmitriedtStrzelecki RyszardothDemidova GalinaothVinnikov DmitriothBOOK9910557687603321Industrial and Technological Applications of Power Electronics Systems3038159UNINA