Investigation of Robust Controllers and Model Uncertainty on Nonideal Boost Converter Lifetime in Hybrid Electric Vehicle

IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
M. Salim, O. Safarzadeh
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引用次数: 0

Abstract

Electric vehicles (EVs) have caught significant attention in recent years due to their potential to reduce greenhouse gas emissions and dependency on fossil fuels. The reliability analysis of power electronic (PE) converters in EVs is crucial to improve their performance, cost-effectiveness, and long-term viability. In this paper, the lifetime estimation of IGBT in a hybrid EV unidirectional converter is evaluated based on control system impacts and statistical model uncertainties. For this purpose, a closed-loop model of a hybrid EV is developed in MATLAB using the Artemis mission profile to simulate the unidirectional converter output power. In the next step, the average model of the nonideal boost converter with Kharitonov’s controller is employed to calculate the IGBT losses. The robust controller is able to maintain converter model stability during long-term output power mission profile simulation. By applying the thermal impedance, the junction temperature profile of the switch is obtained, enabling lifetime analysis via rain flow (RF) and Miner’s rule methods. The results show that the controller selection considerably affects total consumed lifetime (TCL). Each controller can have a different TCL compared to other choices. Since the model coefficient for solder joint and bond wire failure mechanisms have been obtained based on the accelerated test results in the empirical method, considering the parameter statistical distribution and utilizing the Monte Carlo (MC) method can create a better view in the selection of IGBT and the converter design. Furthermore, based on the statistical results and the probability density function, it is feasible to determine how many percent of the IGBTs in the statistical community are damaged after a certain time. The B10 parameter for the failure mechanisms of bond wire and solder is 11.2 and 450 years, respectively. This approach provides insights into risk assessment and design optimization.

Abstract Image

混合动力汽车非理想升压变换器寿命鲁棒控制器及模型不确定性研究
近年来,电动汽车因其减少温室气体排放和对化石燃料依赖的潜力而备受关注。电动汽车中电力电子(PE)转换器的可靠性分析对于提高其性能、成本效益和长期可行性至关重要。本文基于控制系统的影响和统计模型的不确定性,对混合电动汽车单向变换器中IGBT的寿命估计进行了评估。为此,利用Artemis任务剖面在MATLAB中建立了混合动力电动汽车的闭环模型,对单向变换器输出功率进行仿真。其次,采用Kharitonov控制的非理想升压变换器的平均模型计算IGBT损耗。鲁棒控制器能够在长期输出功率任务剖面仿真中保持变换器模型的稳定性。通过应用热阻抗,可以获得开关的结温分布,从而可以通过雨流(RF)和Miner规则方法进行寿命分析。结果表明,控制器的选择对总消耗寿命(TCL)有很大影响。与其他选择相比,每个控制器可以有不同的TCL。由于经验方法基于加速试验结果获得了焊点和焊线失效机理的模型系数,因此考虑参数统计分布并采用蒙特卡罗(MC)方法可以为IGBT的选择和变换器的设计提供更好的视角。此外,根据统计结果和概率密度函数,可以确定统计社区中有多少百分比的igbt在一定时间后损坏。焊线和焊料失效机理的B10参数分别为11.2年和450年。这种方法为风险评估和设计优化提供了见解。
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来源期刊
International Transactions on Electrical Energy Systems
International Transactions on Electrical Energy Systems ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
6.70
自引率
8.70%
发文量
342
期刊介绍: International Transactions on Electrical Energy Systems publishes original research results on key advances in the generation, transmission, and distribution of electrical energy systems. Of particular interest are submissions concerning the modeling, analysis, optimization and control of advanced electric power systems. Manuscripts on topics of economics, finance, policies, insulation materials, low-voltage power electronics, plasmas, and magnetics will generally not be considered for review.
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