LEADER 04796nam 22006375 450 001 9910731479003321 005 20250626163826.0 010 $a3-031-26496-7 024 7 $a10.1007/978-3-031-26496-2 035 $a(MiAaPQ)EBC30594704 035 $a(Au-PeEL)EBL30594704 035 $a(OCoLC)1382693440 035 $a(DE-He213)978-3-031-26496-2 035 $a(PPN)272267090 035 $a(CKB)27023212500041 035 $a(EXLCZ)9927023212500041 100 $a20230614d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Artificial Intelligence for Renewable Energy Systems and Energy Autonomy /$fedited by Mukhdeep Singh Manshahia, Valeriy Kharchenko, Gerhard-Wilhelm Weber, Pandian Vasant 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (302 pages) 225 1 $aEAI/Springer Innovations in Communication and Computing,$x2522-8609 311 08$aPrint version: Manshahia, Mukhdeep Singh Advances in Artificial Intelligence for Renewable Energy Systems and Energy Autonomy Cham : Springer International Publishing AG,c2023 9783031264955 327 $aChapter 1. General Approaches to Assessing Electrical Load of Agro-Industrial Complex Facilities When Justifying the Parameters of the Photovoltaic Power System -- Chapter 2. RBFNN for MPPT Controller in Wind Energy Harvesting System -- Chapter 3. Simulation Optimum Performance All-Wheels Plug-In Hybrid Electric Vehicle -- Chapter 4. Artificial Intelligence application to flexibility provision in energy management system: a survey -- Chapter 5. Machine Learning Applications for Renewable Energy Systems -- Chapter 6. New Technologies and Equipment For Smelting Technical Silicon -- Chapter 7. Reconfiguration of distribution network considering photovoltaic system placement based on metaheuristic algorithms -- Chapter 8. Technology of Secondary Cast Polycrystalline Silicon And Its Application In The Production Of Solar Cells -- Chapter 9. Machine Learning Applications for Renewable based Energy Systems -- Chapter 10. Bi-Objective Optimal Scheduling of Smart Homes Appliances using Artificial Intelligence -- Chapter 11. Optimal placement of photovoltaic systems and wind turbines in distribution systems by using Northern Goshawk Optimization algorithm -- Chapter 12. Granulated silicon and thermal energy converters on its basis -- Chapter 13. Security Constrained Unit Commitment with Wind Energy Resource using Universal Generating Function. 330 $aThis book provides readers with emerging research that explores the theoretical and practical aspects of implementing new and innovative artificial intelligence (AI) techniques for renewable energy systems. The contributions offer broad coverage on economic and promotion policies of renewable energy and energy-efficiency technologies, the emerging fields of neuro-computational models and simulations under uncertainty (such as fuzzy-based computational models and fuzzy trace theory), evolutionary computation, metaheuristics, machine learning applications, advanced optimization, and stochastic models. This book is a pivotal reference for IT specialists, industry professionals, managers, executives, researchers, scientists, and engineers seeking current research in emerging perspectives in artificial intelligence, renewable energy systems, and energy autonomy. Based on sustainability as a fundamental factor for intelligent computing; Focuses on the role AI playsin smart living, energy transition, and sustainable development; Covers a broad range of green energy-related topics. 410 0$aEAI/Springer Innovations in Communication and Computing,$x2522-8609 606 $aRenewable energy sources 606 $aArtificial intelligence 606 $aComputational intelligence 606 $aRenewable Energy 606 $aArtificial Intelligence 606 $aComputational Intelligence 615 0$aRenewable energy sources. 615 0$aArtificial intelligence. 615 0$aComputational intelligence. 615 14$aRenewable Energy. 615 24$aArtificial Intelligence. 615 24$aComputational Intelligence. 676 $a333.794 676 $a333.794 700 $aManshahia$b Mukhdeep Singh$01368887 701 $aKharchenko$b Valeriy$01368888 701 $aWeber$b Gerhard Wilhelm$01368889 701 $aVasant$b Pandian$01073665 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910731479003321 996 $aAdvances in Artificial Intelligence for Renewable Energy Systems and Energy Autonomy$93394880 997 $aUNINA