A surrogate thermal modeling and parametric optimization of battery pack with air cooling for EVs W Li, M Xiao, X Peng, A Garg, L Gao Applied Thermal Engineering 147, 90-100, 2019 | 159 | 2019 |
Multi‐objective design optimization for mini‐channel cooling battery thermal management system in an electric vehicle W Li, X Peng, M Xiao, A Garg, L Gao International Journal of Energy Research 43 (8), 3668-3680, 2019 | 101 | 2019 |
Heat dissipation optimization for a serpentine liquid cooling battery thermal management system: An application of surrogate assisted approach N Wang, C Li, W Li, X Chen, Y Li, D Qi Journal of Energy Storage 40, 102771, 2021 | 85 | 2021 |
Effect analysis on performance enhancement of a novel air cooling battery thermal management system with spoilers N Wang, C Li, W Li, M Huang, D Qi Applied Thermal Engineering 192, 116932, 2021 | 85 | 2021 |
A comprehensive approach for the clustering of similar-performance cells for the design of a lithium-ion battery module for electric vehicles W Li, S Chen, X Peng, M Xiao, L Gao, A Garg, N Bao Engineering 5 (4), 795-802, 2019 | 71 | 2019 |
Multi-objective design optimization of battery thermal management system for electric vehicles S Su, W Li, Y Li, A Garg, L Gao, Q Zhou Applied Thermal Engineering 196, 117235, 2021 | 56 | 2021 |
A Hybrid Battery Equivalent Circuit Model, Deep learning, and Transfer Learning for Battery State Monitoring S Su, W Li, J Mou, A Garg, L Gao, J Liu IEEE Transactions on Transportation Electrification, 2022 | 47 | 2022 |
Multidisciplinary robust design optimization considering parameter and metamodeling uncertainties W Li, L Gao, A Garg, M Xiao Engineering with Computers, 1-18, 2022 | 46 | 2022 |
An improved CNN-LSTM model-based state-of-health estimation approach for lithium-ion batteries H Xu, L Wu, S Xiong, W Li, A Garg, L Gao Energy 276, 127585, 2023 | 44 | 2023 |
Energy consumption prediction of a CNC machining process with incomplete data J Pan, C Li, Y Tang, W Li, X Li IEEE/CAA Journal of Automatica Sinica 8 (5), 987-1000, 2021 | 44 | 2021 |
Optimization for liquid cooling cylindrical battery thermal management system based on Gaussian process model W Li, A Garg, M Xiao, L Gao Journal of Thermal Science and Engineering Applications 13 (2), 2021 | 43 | 2021 |
Electrochemical performance investigation of LiFePO4/C0. 15-x (x= 0.05, 0.1, 0.15 CNTs) electrodes at various calcination temperatures: Experimental and Intelligent Modelling … W Li, A Garg, MLP Le, C Ruhatiya, L Gao Electrochimica Acta 330, 135314, 2020 | 41 | 2020 |
Remaining useful life estimation based on a new convolutional and recurrent neural network X Zhang, Y Dong, L Wen, F Lu, W Li 2019 ieee 15th international conference on automation science and …, 2019 | 39 | 2019 |
Intelligent optimization methodology of battery pack for electric vehicles: A multidisciplinary perspective W Li, A Garg, M Xiao, X Peng, ML Le Phung, VM Tran, L Gao International Journal of Energy Research 44 (12), 9686-9706, 2020 | 36 | 2020 |
Multidisciplinary robust design optimization based on time-varying sensitivity analysis H Xu, W Li, M Li, C Hu, S Zhang, X Wang Journal of Mechanical Science and Technology 32, 1195-1207, 2018 | 33 | 2018 |
Surrogate model‐based heat dissipation optimization of air‐cooling battery packs involving herringbone fins C Li, Y Li, L Gao, A Garg, W Li International Journal of Energy Research 45 (6), 8508-8523, 2021 | 31 | 2021 |
A new approach to solve uncertain multidisciplinary design optimization based on conditional value at risk W Li, M Xiao, A Garg, L Gao IEEE Transactions on Automation Science and Engineering 18 (1), 356-368, 2020 | 29 | 2020 |
Heat transfer efficiency enhancement of lithium-ion battery packs by using novel design of herringbone fins W Li, AK Jishnu, A Garg, M Xiao, X Peng, L Gao Journal of Electrochemical Energy Conversion and Storage 17 (2), 021108, 2020 | 29 | 2020 |
Multidisciplinary robust design optimization under parameter and model uncertainties W Li, L Gao, M Xiao Engineering Optimization 52 (3), 426-445, 2020 | 27 | 2020 |
Heat dissipation analysis and multi-objective optimization of a permanent magnet synchronous motor using surrogate assisted method Y Li, C Li, A Garg, L Gao, W Li Case Studies in Thermal Engineering 27, 101203, 2021 | 26 | 2021 |