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