Integrated Energy System Load Forecasting Based on GSO-LSTM and Feature Selection

Author:

Hu Zeyan1,Zheng Peng2,Cai Jiaxin2,Zhu Lingling2,Cai Yuqing1,Fang Minghui1

Affiliation:

1. Marketing Service Center of State Grid Fujian Electric Power, Company Limited,Fujian,China

2. State Grid Corporation of Fujian Province,Fujian,China

Publisher

IEEE

Reference25 articles.

1. Research on Optimal Operation Strategy of Park Integrated Energy System Considering Coupling Response Characteristics of Cooling, Heating and Power Demand;Haipeng

2. Multi-load Prediction of Integrated Energy System Based on LSTM and Multi-task Xi;Qingkai;Automation of Electric Power Systems,2021

3. Joint Prediction Method of Short-term Cooling, Heating and Electric Load Based on Weather Information;Deyin;Power System Technology,2021

4. A Survey of Data-Driven Load Forecasting of Integrated Energy Systems;Jizhong

5. Overview of novel swarm intelligence optimization algorithms;Yuelin,2022

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