Info
Machine Learning and Data Mining Applications in Power Systems
| Machine Learning and Data Mining Applications in Power Systems |
| Autore | Leonowicz Zbigniew |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (314 p.) |
| Soggetto topico |
Energy industries and utilities
History of engineering and technology Technology: general issues |
| Soggetto non controllato |
2-150 kHz
agglomerative ANFIS battery energy storage systems (BESS) binary-coded genetic algorithms cluster analysis cluster analysis (CA) clustering conducted disturbances COVID-19 critical infrastructure Data Injection Attack data mining demand response demand-side management demographic characteristic dictionary impulsion different batteries discrete cosine transform discrete Haar transform discrete wavelet transform distributed energy resources distributed energy resources (DER) energy management energy storage systems energy storage systems (ESS) frequency estimation fuzzy logic global index harmonics, cancellation, and attenuation of harmonics Hidden Markov Model home energy management household energy consumption induction generator integrated renewable energy system intentional emission K-means load profile long-term assessment low-voltage networks machine learning mains signalling MPPT n/a neural network non-intentional emission nonlinear loads off-grid microgrid optimal power scheduling optimization techniques Power Line Communications (PLC) power network disturbances power quality power quality (PQ) power system power systems renewable energy short term conditions short-term forecast singular value decomposition smart grid smart grids social distancing sparse signal decomposition spectrum interpolation supervised dictionary learning supraharmonics THDi time series time-varying reproduction number transient stability assessment variable speed WECS virtual power plant virtual power plant (VPP) water treatment plant waveform distortion wind energy wind energy conversion system |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576877503321 |
Leonowicz Zbigniew
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Smart Urban Water Networks
| Smart Urban Water Networks |
| Autore | Creaco Enrico |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (358 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
agent-based modeling
blind sources separation chaotic time series cluster analysis clustering comparative analysis cross-correlation cyber wellness cyber-attack detection cyber-physical attacks cyber-physical security cyber-security data analytics data resolution data science data spatial aggregation decentralized water supply DEMATEL district metered area dual reticulation entropy error correction FastICA fault identification finite population effect flooding detection framework hybrid model hydraulic measure hydraulic modelling hydraulic transient Internet of Things inverse transient analysis (ITA) leakage least square support vector machine machine learning metering multi-criteria decision analysis (MCDA) multi-criteria decision-making n/a network sectorization nitrate nitrite optimal sensor placement optimization approach pressure control valve pressure management rainwater harvesting reliability index remote real-time control sample mean sampling design sensitivity smart city smart meter smart stormwater smart water system smart water systems smartness standard error stochastic analysis stochastic consumption topological centrality uncertainty urban water consumption urban water management water data accessibility water demand data water demand forecasting water demand peak factor water distribution monitoring water distribution network water distribution network (WDN) water distribution networks water distribution system water distribution systems water network partitioning water quality monitoring water trading water treatment plant wireless sensor networks |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557333303321 |
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Creaco Enrico
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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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