需求响应模式下基于多特征不确定性的集群化负荷非侵入式监测及运行优化研究

51907024
2019
E0704.电力系统与综合能源
刘宇
青年科学基金项目
副教授
东南大学
24万元
电力大数据分析与应用;不确定性分析;需求侧管理;非侵入式负荷监测;智能用电
2020-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A robust non-intrusive load disaggregation method with roof-top photovoltaics 期刊论文 Yu Liu;Congxiao Liu;Wen Wang;Shan Gao;Xueliang Huang
2 基于柔性负荷可控裕度的多时间尺度调峰优化 期刊论文 陈可;高山;刘宇
3 Toward smart energy user: Real time non-intrusive load monitoring with simultaneous switching operations 期刊论文 Liu Yu;Liu Wei;Shen Yiwen;Zhao Xin;Gao Shan
4 Energy consumption feature adaptive non-intrusive energy disaggregation via weighted sparse coding 期刊论文 Yu Liu;Qianyun Shi;Xusheng Qian;Qicheng Ling;Shan Gao;Xueliang Huang
5 Non-intrusive energy estimation using random forest based multi-label classification and integer linear programming 期刊论文 Liu Yu;Liu Congxiao;Shen Yiwen;Zhao Xin;Gao Shan;Huang Xueliang
6 Toward Robust Non-Intrusive Load Monitoring via Probability Model Framed Ensemble Method 期刊论文 Liu Yu;Wang Yan;Hong Yu;Shi Qianyun;Gao Shan;Huang Xueliang
7 A Weak-Consistency–Oriented Collaborative Strategy for Large-Scale Distributed Demand Response 期刊论文 Liu Yu;Gao Tian;Sun Xiaolong;Yang Zexin;Zhang Yujia;Gao Shan;Huang Xueliang
8 基于多特征目标函数PCA-ILP的非侵入式负荷分解方法 期刊论文 刘赛;刘宇;高山;郭昊旻;宋天成;蒋伟毅;李正;王俊成;徐逸民
9 一种基于多标签分类的非侵入式负荷监测方法 专利 刘宇;刘丛笑;高昂;白晨晖;陈柯凡;赵欣;高山
10 一种稳暂态混合的非侵入式负荷监测方法 专利 刘宇;刘丛笑;白晨晖;陈柯凡;赵欣;高山
11 Joint Optimization of Planning and Operation in Multi-Region Integrated Energy Systems Considering Flexible Demand Response 期刊论文 Gao Shan;Song Tiancheng E.;Liu Sai;Zhou Cheng;Xu Chenkai;Guo Haomin;Li Xiaogang;Li Zheng;Liu Yu;Jiang Weiyi;Wang Juncheng;Wang Sicheng
12 Operational optimization of a building-level integrated energy system considering additional potential benefits of energy storage 期刊论文 Liu Sai;Zhou Cheng;Guo Haomin;Shi Qingxin;Song Tiancheng E.;Schomer Ian;Liu Yu
13 Temporal feature adaptive non-intrusive load monitoring via unsupervised probability density evolution 期刊论文 Liu Yu;Song Tiancheng E.;Sun Xiaolong;Gao Shan;Huang Xueliang
14 Fast charging demand forecasting based on the intelligent sensing system of dynamic vehicle under EVs-traffic-distribution coupling 期刊论文 Yu Liu;Wei Liu;Shan Gao;Yan Wang;Qianyun Shi
15 An Enhanced Ensemble Approach for Non-Intrusive Energy Use Monitoring Based on Multidimensional Heterogeneity 期刊论文 Liu Yu;Shi Qianyun;Wang Yan;Zhao Xin;Gao Shan;Huang Xueliang
16 Toward smart distributed renewable generation via multi-uncertainty featured non-intrusive interactive energy monitoring 期刊论文 Liu Yu;Liu Congxiao;Ling Qicheng;Zhao Xin;Gao Shan;Huang Xueliang
17 Distributed Demand Response with Multi-Type Air Conditioner Integration: A Numerical Case 期刊论文 Tian Gao;Yu Liu;Yiwen Shen;Xin Zhao;Shan Gao;Xueliang Huang
18 Non-Intrusive Load Monitoring Based on Unsupervised Optimization Enhanced Neural Network Deep Learning 期刊论文 Yu Liu;Jiarui Wang;Jiewen Deng;Wenquan Sheng;Pengxiang Tan
19 一种考虑需求侧响应的综合能源系统协调调度方法 专利 史倩芸;高山;吴传申;刘宇;赵欣
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