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Weicong Kong
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Year
Short-term residential load forecasting based on LSTM recurrent neural network
W Kong, ZY Dong, Y Jia, DJ Hill, Y Xu, Y Zhang
IEEE Transactions on Smart Grid 10 (1), 841-851, 2017
14502017
Short-term residential load forecasting based on resident behaviour learning
W Kong, ZY Dong, DJ Hill, F Luo, Y Xu
IEEE Transactions on Power Systems 33 (1), 1087-1088, 2017
4862017
An extensible approach for non-intrusive load disaggregation with smart meter data
W Kong, ZY Dong, J Ma, DJ Hill, J Zhao, F Luo
IEEE Transactions on Smart Grid 9 (4), 3362-3372, 2016
1552016
A hierarchical hidden Markov model framework for home appliance modeling
W Kong, ZY Dong, DJ Hill, J Ma, JH Zhao, FJ Luo
IEEE Transactions on Smart Grid 9 (4), 3079-3090, 2016
952016
A practical solution for non-intrusive type II load monitoring based on deep learning and post-processing
W Kong, ZY Dong, B Wang, J Zhao, J Huang
IEEE Transactions on Smart Grid 11 (1), 148-160, 2019
942019
Optimal home energy management system with demand charge tariff and appliance operational dependencies
F Luo, W Kong, G Ranzi, ZY Dong
IEEE Transactions on Smart Grid 11 (1), 4-14, 2019
852019
Improving nonintrusive load monitoring efficiency via a hybrid programing method
W Kong, ZY Dong, DJ Hill, F Luo, Y Xu
IEEE Transactions on Industrial Informatics 12 (6), 2148-2157, 2016
772016
Non‐intrusive energy saving appliance recommender system for smart grid residential users
F Luo, G Ranzi, W Kong, ZY Dong, S Wang, J Zhao
IET Generation, Transmission & Distribution 11 (7), 1786-1793, 2017
572017
A composite k-nearest neighbor model for day-ahead load forecasting with limited temperature forecasts
R Zhang, Y Xu, ZY Dong, W Kong, KP Wong
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016
482016
Hybrid approaches based on deep whole-sky-image learning to photovoltaic generation forecasting
W Kong, Y Jia, ZY Dong, K Meng, S Chai
Applied Energy 280, 115875, 2020
442020
Collaborative filtering-based electricity plan recommender system
Y Zhang, K Meng, W Kong, ZY Dong
IEEE Transactions on Industrial informatics 15 (3), 1393-1404, 2018
402018
Coordinated residential energy resource scheduling with vehicle‐to‐home and high photovoltaic penetrations
F Luo, G Ranzi, W Kong, ZY Dong, F Wang
IET Renewable Power Generation 12 (6), 625-632, 2018
362018
Enabling the big data analysis in the smart grid
F Luo, ZY Dong, J Zhao, X Zhang, W Kong, Y Chen
2015 IEEE Power & Energy Society General Meeting, 1-5, 2015
362015
Personalized residential energy usage recommendation system based on load monitoring and collaborative filtering
F Luo, G Ranzi, W Kong, G Liang, ZY Dong
IEEE transactions on industrial informatics 17 (2), 1253-1262, 2020
232020
Effect of automatic hyperparameter tuning for residential load forecasting via deep learning
W Kong, ZY Dong, F Luo, K Meng, W Zhang, F Wang, X Zhao
2017 australasian universities power engineering conference (aupec), 1-6, 2017
232017
A composite anomaly detection system for data-driven power plant condition monitoring
Y Zhang, ZY Dong, W Kong, K Meng
IEEE Transactions on Industrial Informatics 16 (7), 4390-4402, 2019
192019
Bayesian hybrid collaborative filtering-based residential electricity plan recommender system
Y Zhang, K Meng, W Kong, ZY Dong, F Qian
IEEE Transactions on Industrial Informatics 15 (8), 4731-4741, 2019
192019
Distributed residential energy resource scheduling with renewable uncertainties
F Luo, ZY Dong, Z Xu, W Kong, F Wang
IET Generation, Transmission & Distribution 12 (11), 2770-2777, 2018
162018
A rule based domestic load profile generator for future smart grid
W Kong, ZY Dong, G Chen, Y Jia
2014 Australasian Universities Power Engineering Conference (AUPEC), 1-5, 2014
122014
Optimal operation of electric springs for voltage regulation in distribution systems
Y Zheng, W Kong, Y Song, DJ Hill
IEEE Transactions on Industrial Informatics 16 (4), 2551-2561, 2019
112019
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