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FULL-LINEAR MODEL FOR OPTIMAL POWER FLOW OF INTEGRATED POWER AND NATURAL-GAS SYSTEM BASED ON DEEP LEARNING METHODS
FULL-LINEAR MODEL FOR OPTIMAL POWER FLOW OF INTEGRATED POWER AND NATURAL-GAS SYSTEM BASED ON DEEP LEARNING METHODS
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机译：基于深度学习方法的天然气与天然气综合发电系统最优潮流全线性模型
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摘要
Embodiments provide a full-linear model for the optimal power flow of an integrated power and natural-gas system based on a deep learning method, mainly comprising following steps of: 1) establishing an integrated power and natural-gas system and acquiring basic data of the integrated power and natural-gas system; 2) establishing a linear natural-gas model based on deep learning; and 3) based on the linear natural-gas model, establishing a full-linear model for the optimal power flow of the integrated power and natural-gas system. In the full-linear model for the optimal power flow of an integrated power and natural-gas system based on a deep learning method provided by the present invention, one-segment linearization is performed on a natural-gas pipeline model. Compared with the conventional segmented linear model, the method provided by the present invention can greatly improve the calculation efficiency.
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