03841nam 22007695 450 991072629440332120230511132625.03-031-29692-310.1007/978-3-031-29692-5(CKB)26748006900041(MiAaPQ)EBC7248754(Au-PeEL)EBL7248754(DE-He213)978-3-031-29692-5(BIP)089067526(PPN)270619704(EXLCZ)992674800690004120230511d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierEnhancement of Grid-Connected Photovoltaic Systems Using Artificial Intelligence /by Amal M. Abd El- Hameid, Adel A. Elbaset, Mohamed Ebeed, Montaser Abdelsattar1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (243 pages)9783031296918 Includes bibliographical references and index.Introduction -- Power Quality Issues -- Stochastic Optimal Planning of Distribution System Considering Integrated Photovoltaic-Based DG and D-STATCOM -- Optimal Allocation of Distributed Energy Resources Using Modern Optimization Techniques -- Results and Discussion -- Conclusions and Future Work.Enhancement of Grid-Connected Photovoltaic Systems Using Artificial Intelligence presents methods for monitoring transmission systems and enhancing distribution system performance using modern optimization techniques considering different multi-objective functions such as voltage loss sensitivity indexes, reducing total annual cost, and voltage deviation. The authors offer a comprehensive survey of distributed energy resources (DERs), explain the backward/forward sweep (BFS) power flow algorithm, and present simulation results on the optimal integration of photovoltaic-based distributed generators (PV-DG) and distribution static synchronous compensators (DSTATCOM) in different transmission and distribution systems. This book will be a valuable academic and industry resource for electrical engineers, students, and researchers working on optimization techniques, photovoltaic systems, energy engineering, and artificial intelligence. Covers developments to enhance the integration of renewable energy sources; Presents simulation results, including standard IEEE bus test systems; Includes MATLAB M-file codes.Photovoltaic power generationRenewable energy sourcesElectric power distributionPower electronicsElectric power-plantsPhotovoltaicsRenewable EnergyEnergy Grids and NetworksPower ElectronicsPower StationsMachineryPower ResourcesRenewable Energy SourcesTechnology & EngineeringPhotovoltaic power generation.Renewable energy sources.Electric power distribution.Power electronics.Electric power-plants.Photovoltaics.Renewable Energy.Energy Grids and Networks.Power Electronics.Power Stations.621.31244621.31244Hameid Amal M. Abd El-1364783Ebeed MohamedAbdelsattar MontaserAbd El-Hameid Amal M.MiAaPQMiAaPQMiAaPQBOOK9910726294403321Enhancement of grid-connected photovoltaic systems using artificial intelligence3417339UNINA