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Privacy-preserving demand response of aggregated residential load
Applied Energy
The randomness, dispersion, and small capacity of residential load make it difficult to participate in incentive-based demand response. …
Heyang Yu, Jingzhen Zhang, Junchao Ma, Changyu Chen, Guangchao Geng, Quanyuan Jiang
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Scalable multi-site photovoltaic power forecasting based on stream computing
IET-Renewable Power Generation
Photovoltaic (PV) is essential for global carbon neutrality, it is imperative to forecast PV generation accurately for power operation. …
孙玉玺, 于鹤洋, 耿光超, 陈昶宇, 江全元
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An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring
IEEE Transactions on Cloud Computing
Non-intrusive load monitoring (NILM) benefits both end users and utilities by perceiving the operation of individual appliances within …
Changyu Chen, Guangchao Geng, Heyang Yu, Zixuan Liu, Quanyuan Jiang
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基于非侵入式负荷辨识的聚合负荷需求响应能力在线评估
电力工程技术
用户侧负荷资源数量众多、容量不均、分布零散、响应潜力强,具备参与电网调节的能力。基于负荷功率、电流等特征差异,建立负荷特征指纹库,提出面向居民电器的基于多元高斯模型的非侵入式低压负荷构成辨识方法,实现居民用能的在线分解。基于同类电器特征相似的特点,获取底层居民负荷动作和 …
张潼, 于鹤洋, 田江, 樊海锋, 陈昶宇, 耿光超
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Anomaly Detection of Pollution Control Equipment Based on AMI Data Analytics
2020 IEEE International Conference on Power Systems Technology
In order to reduce industrial pollution, various policies have been issued in many countries and regions encouraging businesses to …
Changyu Chen, Zhihan Xie, Liang Wang, Yunfu Xie, Guangchao Geng, Heyang Yu
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