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Kangping Li
Kangping Li
Associate Professor, College of Smart Enegry, Shanghai Jiao Tong University
在 sjtu.edu.cn 的电子邮件经过验证
标题
引用次数
引用次数
年份
A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework
F Wang, Z Xuan, Z Zhen, K Li, T Wang, M Shi
Energy Conversion and Management 212, 112766, 2020
4902020
Fundamentals and business model for resource aggregator of demand response in electricity markets
X Lu, K Li, H Xu, F Wang, Z Zhou, Y Zhang
Energy 204, 117885, 2020
2562020
The values of market-based demand response on improving power system reliability under extreme circumstances
F Wang, H Xu, T Xu, K Li, M Shafie-Khah, JPS Catalão
Applied energy 193, 220-231, 2017
2312017
Capacity and output power estimation approach of individual behind-the-meter distributed photovoltaic system for demand response baseline estimation
K Li, F Wang, Z Mi, M Fotuhi-Firuzabad, N Duić, T Wang
Applied energy 253, 113595, 2019
2012019
Smart households’ aggregated capacity forecasting for load aggregators under incentive-based demand response programs
F Wang, B Xiang, K Li, X Ge, H Lu, J Lai, P Dehghanian
IEEE Transactions on Industry Applications 56 (2), 1086-1097, 2020
1892020
Synchronous pattern matching principle-based residential demand response baseline estimation: Mechanism analysis and approach description
F Wang, K Li, C Liu, Z Mi, M Shafie-Khah, JPS Catalão
IEEE Transactions on Smart Grid 9 (6), 6972-6985, 2018
1852018
Wavelet decomposition and convolutional LSTM networks based improved deep learning model for solar irradiance forecasting
F Wang, Y Yu, Z Zhang, J Li, Z Zhen, K Li
applied sciences 8 (8), 1286, 2018
1752018
Association rule mining based quantitative analysis approach of household characteristics impacts on residential electricity consumption patterns
F Wang, K Li, N Duić, Z Mi, BM Hodge, M Shafie-khah, JPS Catalão
Energy conversion and management 171, 839-854, 2018
1652018
Pattern classification and PSO optimal weights based sky images cloud motion speed calculation method for solar PV power forecasting
Z Zhen, S Pang, F Wang, K Li, Z Li, H Ren, M Shafie-khah, JPS Catalão
IEEE Transactions on Industry Applications 55 (4), 3331-3342, 2019
1422019
Daily pattern prediction based classification modeling approach for day-ahead electricity price forecasting
F Wang, K Li, L Zhou, H Ren, J Contreras, M Shafie-Khah, JPS Catalão
International Journal of Electrical Power & Energy Systems 105, 529-540, 2019
1282019
A minutely solar irradiance forecasting method based on real-time sky image-irradiance mapping model
F Wang, Z Xuan, Z Zhen, Y Li, K Li, L Zhao, M Shafie-khah, JPS Catalão
Energy Conversion and Management 220, 113075, 2020
1262020
Day-ahead market optimal bidding strategy and quantitative compensation mechanism design for load aggregator engaging demand response
F Wang, X Ge, K Li, Z Mi
IEEE transactions on industry applications 55 (6), 5564-5573, 2019
1162019
Day-ahead optimal bidding and scheduling strategies for DER aggregator considering responsive uncertainty under real-time pricing
F Wang, X Ge, P Yang, K Li, Z Mi, P Siano, N Duić
Energy 213, 118765, 2020
1132020
Resilience oriented planning of urban multi-energy systems with generalized energy storage sources
W Huang, X Zhang, K Li, N Zhang, G Strbac, C Kang
IEEE Transactions on Power Systems 37 (4), 2906-2918, 2021
952021
A distributed PV system capacity estimation approach based on support vector machine with customer net load curve features
F Wang, K Li, X Wang, L Jiang, J Ren, Z Mi, M Shafie-khah, JPS Catalão
Energies 11 (7), 1750, 2018
812018
Time–frequency feature combination based household characteristic identification approach using smart meter data
S Yan, K Li, F Wang, X Ge, X Lu, Z Mi, H Chen, S Chang
IEEE Transactions on Industry Applications 56 (3), 2251-2262, 2020
802020
Two-stage decoupled estimation approach of aggregated baseline load under high penetration of behind-the-meter PV system
K Li, J Yan, L Hu, F Wang, N Zhang
IEEE Transactions on Smart Grid 12 (6), 4876-4885, 2021
782021
PV-load decoupling based demand response baseline load estimation approach for residential customer with distributed PV system
Z Xuan, X Gao, K Li, F Wang, X Ge, Y Hou
IEEE Transactions on Industry Applications 56 (6), 6128-6137, 2020
752020
Impact factors analysis on the probability characterized effects of time of use demand response tariffs using association rule mining method
K Li, L Liu, F Wang, T Wang, N Duić, M Shafie-khah, JPS Catalão
Energy conversion and management 197, 111891, 2019
752019
Optimal bidding strategy of demand response aggregator based on customers’ responsiveness behaviors modeling under different incentives
X Lu, X Ge, K Li, F Wang, H Shen, P Tao, J Hu, J Lai, Z Zhen, ...
IEEE Transactions on Industry Applications 57 (4), 3329-3340, 2021
672021
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