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Kangping Li
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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
4342020
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
2312020
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
2242017
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
1852019
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
1812018
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
1752020
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
1662018
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
1552018
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 Catalao
IEEE Transactions on Industry Applications 55 (4), 3331-3342, 2019
1342019
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
1232019
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
1152020
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
1112019
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
1102020
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
772018
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
722020
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
712021
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
712019
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
672020
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
652021
Meta-heuristic optimization-based two-stage residential load pattern clustering approach considering intra-cluster compactness and inter-cluster separation
K Li, X Cao, X Ge, F Wang, X Lu, M Shi, R Yin, Z Mi, S Chang
IEEE Transactions on Industry Applications 56 (4), 3375-3384, 2020
602020
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