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https://hdl.handle.net/10356/184337
Title: | Developing an advanced battery management system | Authors: | Li, Zhitao | Keywords: | Engineering | Issue Date: | 2025 | Publisher: | Nanyang Technological University | Source: | Li, Z. (2025). Developing an advanced battery management system. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/184337 | Project: | ISM-DISS-05112 | Abstract: | This dissertation presents the development and validation of an advanced battery management system (BMS) for optimizing temperature regulation in multi-cell prismatic lithium-ion battery packs used in electric vehicles. The primary objective was to design a system capable of maintaining thermal consistency (<1°C) between batteries during dynamic charging/discharging operations. The BMS utilizes a Digital Signal Processor (DSP) to control current and temperature in real-time, employing both Proportional-Integral (PI) control and gradient optimization algorithms. Experimental results demonstrated a threefold improvement in temperature uniformity when utilizing the gradient optimization algorithm, with the temperature difference between batteries reduced to less than 1°C after 30 minutes of operation. The proposed system effectively addresses the challenges of thermal management in high-capacity battery packs, ensuring better longevity and performance. | URI: | https://hdl.handle.net/10356/184337 | Schools: | School of Electrical and Electronic Engineering | Fulltext Permission: | restricted | Fulltext Availability: | With Fulltext |
Appears in Collections: | EEE Theses |
Files in This Item:
File | Description | Size | Format | |
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Li Zhitao-Dissertation.pdf Restricted Access | 5.93 MB | Adobe PDF | View/Open |
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