TY  - BOOK
AU  - Prusty,B.Rajanarayan
AU  - Gupta,Neeraj
AU  - Bingi,Kishore
AU  - Sehgal,Rakesh
TI  - Intelligent data-driven modelling and optimization in power and energy applications
T2  - Intelligent Data-Driven Systems and Artificial Intelligence
SN  - 9781003470274
AV  - TJ808 .I57 2024eb
U1  - 621.042 INT 23/eng/20240327
PY  - 2024///
CY  - Boca raton, FL
PB  - CRC Press
KW  - Renewable energy sources
KW  - Computer simulation
KW  - Artificial intelligence
KW  - Engineering applications
N1  - Includes index; Chapter 1 - Preprocessing approaches for data-driven modellingKishore Bingi, B. Rajanarayan Prusty, and Neeraj GuptaChapter 2 - Power system planning using data-driven modelsB. Rajanarayan Prusty, Sujith Jacob, and Kishore BingiChapter 3 - Data-driven analytics for power system stability assessmentPurna Prakash Kasaraneni, Yellapragada Venkata Pavan Kumar, and Ramani KannanChapter 4 - Data-driven machine learning models for load power forecasting in photovoltaic systemsPrem Prakash Vuppuluri, K. Pritam Satsangi, Pihu Agarwal, and Tania AroraChapter 5 - Forecasting of renewable energy using fractional-order neural networksBhukya Ramadevi, Venkata Ramana Kasi, Kishore Bingi, B. Rajanarayan Prusty, and Madiah OmarChapter 6 - Data-driven photovoltaic system characteristic determination using non-linear system identificationYellapragada Venkata Pavan Kumar, Challa Pradeep Reddy, Ramani Kannan, and Purna Prakash KasaraneniChapter 7 - Fractional feed-forward neural network-based smart grid stability prediction modelBhukya Ramadevi, Venkata Ramana Kasi, Kishore Bingi, Rosdiazli Ibrahim, and B. Rajanarayan PrustyChapter 8 - Data-driven optimization framework for microgrid energy managementMohamed Atef, Moslem Uddin, Md Masud Rana, Md Rasel Sarkar, and G.M. ShafiullahChapter 9 - Optimization of controllers for sustained buildingGaurav KumarChapter 10 - Intelligent data-driven approach for fractional-order wireless power transfer systemArshaque Ali, Ashneel Kumar, Utkal Mehta, and Maurizio Cirrincione; Electronic reproduction; Ipswich, MA; Available via World Wide Web
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