LEADER 03959nam 22006135 450 001 9910637721203321 005 20230102103905.0 010 $a981-19-7846-8 024 7 $a10.1007/978-981-19-7846-3 035 $a(CKB)5580000000496139 035 $a(DE-He213)978-981-19-7846-3 035 $a(PPN)267812183 035 $a(MiAaPQ)EBC31005875 035 $a(Au-PeEL)EBL31005875 035 $a(EXLCZ)995580000000496139 100 $a20230102d2023 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBusiness Models and Reliable Operation of Virtual Power Plants /$fby Heping Jia, Xuanyuan Wang, Xian Zhang, Dunnan Liu 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (XIV, 157 p. 82 illus., 65 illus. in color.) 311 $a981-19-7845-X 327 $aClimate Change and Virtual Power Plants -- Short-term Load Forecasting for DERs based on CNN-LSTM with Attention Mechanism -- Clustering Forecasting of Outputs for VPPs Aggregated with EVs Considering Meteorological Factors -- Business Model and Practice of Virtual Power Plants -- Integrated Electricity/Heat Demand Response for Virtual Power Plants -- Optimal Operation of Virtual Power Plants Participating in Auxiliary Service Market Coordinating with Energy Storage Allocation -- Dynamic Pricing Strategy of Virtual Power Plants Based on DDPG Reinforcement Learning Algorithm -- Reliable Operation of Power Systems Integrated with Virtual Power Plants -- Reliable Operation of Power Systems Integrated with Virtual Power Plants and Wind Power Considering Cyber Malfunctions. 330 $aThis book focuses on the business operation of virtual power plants. Both of the business models and reliable operation of virtual power plants have been addressed with engineering practices. This is achieved by providing an in-depth study on several major topics such as load forecasting for distributed energy resources, business model and practice of virtual power plants, the business operation of virtual power plants participating in demand response, and auxiliary service market. The dynamic pricing strategy of virtual power plants and reliable operation of power systems with virtual power plants are provided as well. The comprehensive and systematic treatment in business operation of virtual power plants is one of the major features of the book, which is particularly suited for readers who are interested to learn operation mechanisms of virtual power plants. The book benefits researchers, engineers, and graduate students in the fields of energy internet, electrical engineering, and business administration, etc. . 606 $aElectric power distribution 606 $aCooperating objects (Computer systems) 606 $aEnergy policy 606 $aEnergy and state 606 $aEnergy Grids and Networks 606 $aCyber-Physical Systems 606 $aEnergy Policy, Economics and Management 615 0$aElectric power distribution. 615 0$aCooperating objects (Computer systems). 615 0$aEnergy policy. 615 0$aEnergy and state. 615 14$aEnergy Grids and Networks. 615 24$aCyber-Physical Systems. 615 24$aEnergy Policy, Economics and Management. 676 $a321.319 700 $aJia$b Heping$4aut$4http://id.loc.gov/vocabulary/relators/aut$01353706 702 $aWang$b Xuanyuan$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aZhang$b Xian$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aLiu$b Dunnan$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910637721203321 996 $aBusiness Models and Reliable Operation of Virtual Power Plants$93271790 997 $aUNINA