Stochastic Planning of Integrated Energy System via Frank-Copula Function and Scenario Reduction

Uncertainty introduces both significant complexity and the high risk of suboptimal investment decisions into power system planning. Considering the multiple uncertainties of wind and solar power output, load demands, and energy prices as well as pollutant emission factors during the planning period,...

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Bibliographic Details
Published in:	IEEE transactions on smart grid Vol. 13; no. 1; pp. 202 - 212
Main Authors:	Lin, Shunfu, Liu, Chitao, Shen, Yunwei, Li, Fangxing, Li, Dongdong, Fu, Yang
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.01.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Clustering Cogeneration Costs Electrical loads Emissions control Energy prices Frank-Copula Integrated energy system (IES) Integrated energy systems multi-scenario stochastic programming model multiple uncertainties Normal distribution Optimization Parameter uncertainty Planning Pollutants Power grids Quadratures scenario generation and reduction Solar energy Stochastic models Stochastic processes Stochastic programming Uncertainty
ISSN:	1949-3053, 1949-3061
Online Access:	Get full text
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