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Deep learning for household load forecasting—A novel pooling deep RNN
H Shi, M Xu, R Li
IEEE Transactions on Smart Grid 9 (5), 5271-5280, 2017
11682017
Economic planning of electric vehicle charging stations considering traffic constraints and load profile templates
Y Xiang, J Liu, R Li, F Li, C Gu, S Tang
Applied Energy 178, 647-659, 2016
2802016
A novel peer-to-peer local electricity market for joint trading of energy and uncertainty
Z Zhang, R Li, F Li
IEEE Transactions on Smart Grid 11 (2), 1205-1215, 2019
2552019
A novel time-of-use tariff design based on Gaussian Mixture Model
R Li, Z Wang, C Gu, F Li, H Wu
Applied energy 162, 1530-1536, 2016
1302016
Development of low voltage network templates—Part I: Substation clustering and classification
R Li, C Gu, F Li, G Shaddick, M Dale
IEEE Transactions on Power Systems 30 (6), 3036-3044, 2014
1102014
Multi-resolution load profile clustering for smart metering data
R Li, F Li, ND Smith
IEEE Transactions on Power Systems 31 (6), 4473-4482, 2016
952016
Quantification of additional asset reinforcement cost from 3-phase imbalance
K Ma, R Li, F Li
IEEE Transactions on Power Systems 31 (4), 2885-2891, 2015
87*2015
Day-ahead optimal economic dispatching of integrated port energy systems considering hydrogen
X Wang, W Huang, W Wei, N Tai, R Li, Y Huang
IEEE Transactions on Industry Applications 58 (2), 2619-2629, 2021
822021
Phase identification with incomplete data
M Xu, R Li, F Li
IEEE Transactions on Smart Grid 9 (4), 2777-2785, 2016
772016
Deep learning for day‐ahead electricity price forecasting
C Zhang, R Li, H Shi, F Li
IET Smart Grid 3 (4), 462-469, 2020
592020
A novel closed-loop clustering algorithm for hierarchical load forecasting
C Zhang, R Li
IEEE Transactions on Smart Grid 12 (1), 432-441, 2020
382020
Development of low voltage network templates—Part II: Peak load estimation by clusterwise regression
R Li, C Gu, F Li, G Shaddick, M Dale
IEEE Transactions on Power Systems 30 (6), 3045-3052, 2014
362014
Regional nonintrusive load monitoring for low voltage substations and distributed energy resources
S Wang, R Li, A Evans, F Li
Applied Energy 260, 114225, 2020
342020
A whole system assessment of novel deep learning approach on short-term load forecasting
H Shi, M Xu, Q Ma, C Zhang, R Li, F Li
Energy Procedia 142, 2791-2796, 2017
342017
Cross-domain feature selection and coding for household energy behavior
X Tong, R Li, F Li, C Kang
Energy 107, 9-16, 2016
342016
Exploring the interaction between renewables and energy storage for zero-carbon electricity systems
C Li, D Chen, Y Li, F Li, R Li, Q Wu, X Liu, J Wei, S He, B Zhou, S Allen
Energy 261, 125247, 2022
332022
Load characterization and low-order approximation for smart metering data in the spectral domain
R Li, F Li, ND Smith
IEEE Transactions on Industrial Informatics 13 (3), 976-984, 2016
322016
A statistical approach to estimate imbalance-induced energy losses for data-scarce low voltage networks
L Fang, K Ma, R Li, Z Wang, H Shi
IEEE Transactions on Power Systems 34 (4), 2825-2835, 2019
312019
Utility-scale estimation of additional reinforcement cost from three-phase imbalance considering thermal constraints
K Ma, R Li, F Li
IEEE Transactions on Power Systems 32 (5), 3912-3923, 2016
262016
A moving shape-based robust fuzzy K-modes clustering algorithm for electricity profiles
C Liu, X Wang, Y Huang, Y Liu, R Li, Y Li, J Liu
Electric Power Systems Research 187, 106425, 2020
252020
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