CASCADING

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Short-Term Prediction of Photovoltaic Power Based on Improved CNN-LSTM and Cascading Learning
《Energy Engineering》2025年第5期1975-1999,共25页Feng Guo Chen Yang Dezhong Xia Jingxiang Xu 
2023 Sustainable Development Science and Technology Innovation Action Plan Project of Chongming District Science and Technology Committee,Shanghai(CKST2023-01);Shanghai Science and Technology Commission Funded Project(19DZ2254800).
Short-term photovoltaic(PV)power forecasting plays a crucial role in enhancing the stability and reliability of power grid scheduling.To address the challenges posed by complex environmental variables and difficulties...
关键词：PV power prediction CNN-LSTM cascading learning ensemble learning dynamic expansion strategy 
A Cascading Fault Path Prediction Method for Integrated Energy Distribution Networks Based on the Improved OPA Model under Typhoon Disasters
《Energy Engineering》2024年第10期2825-2849,共25页Yue He YaxiongYou ZhianHe Haiying Lu Lei Chen Yuqi Jiang Hongkun Chen 
supported by the Science and Technology Project of China Southern Power Grid Co.,Ltd.under Grant GDKJXM20222357.
In recent times,the impact of typhoon disasters on integrated energy active distribution networks(IEADNs)has received increasing attention,particularly,in terms of effective cascading fault path prediction and enhance...
关键词：IEADNs OPA model cascading fault path prediction fault probability optimal power flow typical fault scenario 
Simulation and Analysis of Cascading Faults in Integrated Heat and Electricity Systems Considering Degradation Characteristics
《Energy Engineering》2024年第3期581-601,共21页Hang Cui Hongbo Ren Qiong Wu Hang Lv Qifen Li Weisheng Zhou 
supported by Shanghai Rising-Star Program(No.22QA1403900);the National Natural Science Foundation of China(No.71804106);the Noncarbon Energy Conversion and Utilization Institute under the Shanghai Class IV Peak Disciplinary Development Program.
Cascading faults have been identified as the primary cause of multiple power outages in recent years.With the emergence of integrated energy systems(IES),the conventional approach to analyzing power grid cascading fau...
关键词：Cascading fault degradation characteristics integrated heat and electricity system multi-energy flow 
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