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Intelligent optimization methodology of battery pack for electric vehicles: A multidisciplinary perspective
Intelligent optimization, battery pack
Acknowledgement
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Wei Li, Akhil Garg, Mi Xiao, Xiongbiin Peng, My Loan Le Phung, Van Man Tran, Liang Gao
Citation
A Thompson Sampling Efficient Multi-Objective Optimization Algorithm (TSEMO) for Lithium Ion Battery Liquid-Cooled Thermal Management System: ...
thermodynamics performance, hydrodynamics, battery thermal management system, fluid dynamics, lithium-ion battery, batteries, electrochemical storage, novel numerical and analytical simulations, thermal management
Acknowledgement
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A.Garg, Cheng Liu, A. K. Jishnu, Liang Gao, My Loan Le Phung, Man Van Tran
Citation
Machine learning technique-based data-driven model of exploring effects of electrolyte additives on LiNi0. 6Mn0. 2Co0. 2O2/graphite cell
• The low N/P ratio of 1.07 applied for the NMC622/graphite gave better long-cycling performance compared to the high ratio of 1.24 • The effectiveness of additives electrolyte in enhancing electrochemical behavior of full-cell • Machine learning model could be a promising approach towards lithium-ion battery development but reducing experiment cost. • Predictably, the NMC622/graphite cell would achieve 160 mAh g−1 and 65% retention after 100 cycles when using 1.1 M LiPF6 in FEC: EC: EMC (0.7: 2.8:6.5) (%v) with 0.6 %wt LiBOB and 0.01 %wt VC additives
Van Minh Duong, Thanh Nhan Tran, Akhil Garg, Thinh Gia Phung, My Loan Phung Le, Nitika G Panwar
Citation
Novel deep eutectic solvent-based on lithium bis (fluorosulfonyl) imide and acetamide as high-performance electrolytes for 3.0 V asymmetric supercapacitor
• Novel deep eutectic solvents (DES) based on LiFSI and acetamide is successfully formulated at suitable molar ratio of LiFSI: Ace = 1:5. • Hybrid electrolytes DES- x %wt. organic solvent (EC, BTFE) enhanced significantly the cycling performance and improve cell safety at high temperatures. • Asymmetric supercapacitor AC//MnO2 performed reversibly in a wide potential window of 0–3.0 V and exhibits an energy density of 74.8 Wh·kg −1.
Tuyen TT Truong, Linh TM Le, Hoang V Nguyen, Quan D Nguyen, Man V Tran, Quan Phung, Pasit Pakawatpanurut, An T Nguyen, Trung T Nguyen, Akhil Garg, Phung ML Le
Citation
Understanding the electrochemical properties of Mn7O8SiO4 as promising anode material for low-cost batteries applications: Redox reation and structural failure
• Mn7O8SiO4 with the braunite used as an anode material for Li-ion batteries. • Long flat plateaus at 0.6 V and capacity up to 800 mAh.g−1 on first discharge. • Mn3+/Mn2+ redox couple confirmed by XRD, XPS, and EIS results during cycling.
VT Phat, NV Hoang, DV Minh, NT Trung, LML Phung, TV Man
Citation
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