| 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 | 516 | 2020 |
| Short-term solar irradiance forecasting model based on artificial neural network using statistical feature parameters F Wang, Z Mi, S Su, H Zhao Energies 5 (5), 1355-1370, 2012 | 367 | 2012 |
| Generative adversarial networks and convolutional neural networks based weather classification model for day ahead short-term photovoltaic power forecasting F Wang, Z Zhang, C Liu, Y Yu, S Pang, N Duić, M Shafie-Khah, ... Energy conversion and management 181, 443-462, 2019 | 286 | 2019 |
| 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 | 265 | 2020 |
| Dynamic price vector formation model-based automatic demand response strategy for PV-assisted EV charging stations Q Chen, F Wang, BM Hodge, J Zhang, Z Li, M Shafie-Khah, JPS Catalão IEEE Transactions on Smart Grid 8 (6), 2903-2915, 2017 | 264 | 2017 |
| Multi-objective optimization model of source–load–storage synergetic dispatch for a building energy management system based on TOU price demand response F Wang, L Zhou, H Ren, X Liu, S Talari, M Shafie-khah, JPS Catalao IEEE Transactions on Industry Applications 54 (2), 1017-1028, 2017 | 262 | 2017 |
| 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 | 232 | 2017 |
| Solar irradiance feature extraction and support vector machines based weather status pattern recognition model for short-term photovoltaic power forecasting F Wang, Z Zhen, Z Mi, H Sun, S Su, G Yang Energy and Buildings 86, 427-438, 2015 | 230 | 2015 |
| Comparative study on KNN and SVM based weather classification models for day ahead short term solar PV power forecasting F Wang, Z Zhen, B Wang, Z Mi Applied Sciences 8 (1), 28, 2017 | 227 | 2017 |
| Deep learning based surface irradiance mapping model for solar PV power forecasting using sky image Z Zhen, J Liu, Z Zhang, F Wang, H Chai, Y Yu, X Lu, T Wang, Y Lin IEEE Transactions on Industry Applications 56 (4), 3385-3396, 2020 | 208 | 2020 |
| 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 | 204 | 2019 |
| 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 | 191 | 2020 |
| 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 | 187 | 2018 |
| 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 | 177 | 2018 |
| 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 | 168 | 2018 |
| Image phase shift invariance based cloud motion displacement vector calculation method for ultra-short-term solar PV power forecasting F Wang, Z Zhen, C Liu, Z Mi, BM Hodge, M Shafie-khah, JPS Catalão Energy conversion and management 157, 123-135, 2018 | 148 | 2018 |
| 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 | 142 | 2019 |
| Solar irradiance short-term prediction model based on BP neural network Z Wang, F Wang, S Su Energy Procedia 12, 488-494, 2011 | 142 | 2011 |
| 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 | 130 | 2020 |
| 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 | 130 | 2019 |
Kangping LiAssociate Professor, College of Smart Enegry, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
