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Advanced Methods of Power Load Forecasting
| Advanced Methods of Power Load Forecasting |
| Autore | García-Díaz J. Carlos |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (128 p.) |
| Soggetto topico |
Physics
Research and information: general |
| Soggetto non controllato |
Artificial Neural Network
attention bidirectional long short-term memory CNN deep learning deep neural network demand DIMS encoder decoder forecast galvanizing Holt-Winters model irregular load long-term forecasting LSTM machine learning multi-layer stacked multiple seasonality neural network online training parameters tuning peak load power system prophet model Prophet model recurrent neural network short-term electrical load forecasting short-term load forecast short-term load forecasting statistical analysis time series |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576883403321 |
García-Díaz J. Carlos
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Emerging Technologies for the Energy Systems of the Future
| Emerging Technologies for the Energy Systems of the Future |
| Autore | Anvari-Moghaddam Amjad |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (212 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
100% renewable power generation
100% renewable power system Africa and energy security ancillary services ARMAX balancing market battery energy storage systems bidirectional long short-term memory (Bi-LSTM) black widow optimization CO2 environmental assessment deep learning domestic hot water production dynamic simulation economic outcomes electricity price forecasting (EPF) energy energy economics energy management energy storage energy transition food fractional integrator greenhouse gas emission grid code hybrid power plants hybrid systems individual and collective solar water heater systems island power systems marine microgrid microgrid Morocco n/a NARX-ANN nexus non-linear fractional integrator photovoltaic photovoltaic parks power management renewable energy sources RES investments residential and commercial loads secondary voltage control short-term load forecasting solar hot waters solar system solar water heaters spot market supplementary control tertiary voltage control thermal performance thermosyphon tidal generation system TRNbuild TRNSYSstudio water wind energy wind farms wind power forecasting (WPF) wind turbines Zimbabwe |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557361303321 |
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Anvari-Moghaddam Amjad
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Future Smart Grid Systems
| Future Smart Grid Systems |
| Autore | Short Michael |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (241 p.) |
| Soggetto topico |
Research and information: general
Technology: general issues |
| Soggetto non controllato |
automatic intrusion mitigation unit
binary logistic regression capacity prediction centralised hydrogen production community energy management conditional value at risk continuous wavelet transform (CWT) cost analysis cybersecurity decentralized deep neural networks demand flexibility demand response digitalization dynamic programming energy management energy storage FPID controller HVAC control hydrogen economy improved multi-layer artificial bee colony algorithm industry 4.0 interconnected power system island communities life cycle costing lithium-ion battery market regulations methane reforming microgrid nonlinear optimization optimization parameter tuning phasor machine learning regulatory barriers renewable energy risk-based hybrid demand response Sensors short-term load forecasting smart grids (intelligent networks) state of health estimation storage policy sustainability SWOT analysis time-frequency image analysis two-stage optimization uncertainties Virtual Oscillator Control voltage-mode inverter water electrolysis wireless network |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557604803321 |
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Short Michael
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Power Electronics Applications in Renewable Energy Systems
| Power Electronics Applications in Renewable Energy Systems |
| Autore | Jang Gilsoo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (258 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
AC-DC matrix converter
battery energy storage system battery energy storage system (BESS) bi-directional converter CAES calculation load combined cooling heating and power computation efficiency control strategy converter for multi-MW wind generator crowd funding DC power flow DC protection DC ripple reduction DC system dynamics deadbeat control DFIG diesel generator discrete space vector modulation distribution generation economic analysis energy operation plan ESS application fault restoration floquet multiplier grid connected system guide vane outlet flow angle hierarchical control hybrid filter hybrid generation system inrush current control isolated microgrid iterative methods low-cost hybrid converter microgeneration microgrid protection model predictive control modular multilevel converter offshore wind energy converter applications optimization parallel configuration of converters phase-locked loop (PLL) photovoltaic poincaré map power systems preliminary design PV diagnosis radial turbine renewable energy renewable energy source rotor loss short-term load forecasting solar energy solid-state circuit breaker SSCB state-of-charge (SOC) equalization synchronization T-type inverter temporary fault ride-through three-level system time series data two-stage forecasting model virtual space vector voltage control |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674051303321 |
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Jang Gilsoo
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Short-Term Load Forecasting 2019
| Short-Term Load Forecasting 2019 |
| Autore | Gabaldón Antonio |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (324 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
building electric energy consumption forecasting
bus load forecasting cold-start problem combined model component estimation method convolution neural network cost analysis cubic splines data augmentation data preprocessing technique day ahead DBN deep learning deep residual neural network demand response demand-side management distributed energy resources electric load forecasting electricity electricity consumption electricity demand feature extraction feature selection forecasting hierarchical short-term load forecasting hybrid energy system lasso load forecasting Load forecasting load metering long short-term memory modeling and forecasting multiobjective optimization algorithm multiple sources multivariate random forests Nordic electricity market pattern similarity performance criteria power systems preliminary load prosumers PSR random forest real-time electricity load regressive models residential load forecasting seasonal patterns short term load forecasting short-term load forecasting special days Tikhonov regularization time series transfer learning univariate and multivariate time series analysis VSTLF wavenet weather station selection |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557494303321 |
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Gabaldón Antonio
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Situation Awareness for Smart Distribution Systems
| Situation Awareness for Smart Distribution Systems |
| Autore | Ge Leijiao |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (214 p.) |
| Soggetto topico |
History of engineering and technology
Technology: general issues |
| Soggetto non controllato |
attention mechanism
attentional mechanism capacity configuration carbon emission climate factors CNN community integrated energy system comprehensive framework conditional value-at-risk convolutional neural network correlation analysis critical technology DC series arc fault denoising auto-encoder distributionally robust optimization (DRO) electric heating electric vehicle energy management high-quality operation and maintenance inertia security region integrated energy system (IES) joint chance constraints lightweight convolutional neural network linear decision rules (LDRs) load disaggregation load forecasting LSTM neural network machine learning multi-objective optimization n/a photovoltaic (PV) system power spectrum estimation power-to-hydrogen receding horizon optimization REDD dataset secondary equipment short text classification short-term load forecasting situation awareness smart distribution network storage sustainable wind-PV-hydrogen-storage microgrid temporal convolutional network thermal comfort TraceBase dataset user dominated demand side response Wasserstein distance wind-photovoltaic-thermal power system |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910580204303321 |
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Ge Leijiao
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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