Zuchang Gao

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Safety is important in a lithium-ion battery power system. It is necessary to adopt an effective fault diagnosis method to keep the battery power system in the good working status. In this paper, Genetic Algorithm (GA) is integrated to build a single hidden layer Back-Propagation Neural Network (BPNN) for fault diagnosis. In the process of training the(More)
Zuchang Gao 1, Cheng Siong Chin 2,*, Wai Lok Woo 3 and Junbo Jia 1 1 School of Engineering, Temasek Polytechnic, 21 Tampines Avenue 1, Singapore 529757, Singapore; jiajunbo@tp.edu.sg (Z.G.); zuchang@tp.edu.sg (J.J.) 2 School of Marine Science and Technology, Newcastle University, Newcastle upon Tyne NE1 7RU, UK 3 School of Electrical and Electronic(More)
Safety is the most important aspect in all design of a battery system. In order to improve the safety of a lithium-ion battery, the power system must be able to detect, isolate and control the fault in the battery. However, it is important to simulate the state of charge (SOC), state of health (SOH) and active cell balancing before designing a fault(More)
Vibration in offshore platforms cause a variety of complications, ranging from minor discomfort to major health hazard, to crew on-board and may even lead to structural collapse of the platform if left unattended. The breakage of ice against the legs is a major source of vibration in the deep sea. This paper proposes a real-time microprocessor based system(More)
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