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作 者:曹阳[1,2] 刘旭[1,2] Cao Yang;Liu Xu(State Key Laboratory of Reliability and Intelligence of Electrical Equipment Hebei University of Technology,Tianjin 300130,China;Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province Hebei University of Technology,Tianjin 300130,China)
机构地区:[1]省部共建电工装备可靠性与智能化国家重点实验室(河北工业大学),天津300130 [2]河北工业大学河北省电磁场与电器可靠性重点实验室,天津300130
出 处:《电工技术学报》2020年第22期4657-4665,共9页Transactions of China Electrotechnical Society
基 金:国家自然科学基金(51507045);天津市自然科学基金(16JCYBJC42100);河北省自然科学基金(E2018202252);河北省人社厅(E2016100004)资助项目。
摘 要:由于混合励磁电机在传统建模时很少考虑电机运行中的损耗,导致电机实时模型仿真与实验存在较大误差。为了解决这一问题,该文提出一种计及铁耗、铜耗以及永磁体损耗的混合励磁电机建模方法。应用神经网络建立混合励磁电机模型,并在此基础上加入损耗计算,从而得到一种计及损耗的混合励磁电机实时仿真模型。以12槽10极混合励磁开关磁链永磁电机为例,在dSPACE中搭建电机与逆变器模型,从而构成硬件在环仿真平台。实验结果表明,与未计及损耗的混合励磁电机模型相比,计及损耗的混合励磁电机相电流幅值的仿真精度在轻载与重载时,分别最大提高了5.7%和12.5%。Since the loss is rarely considered in the modelling of the hybrid-excited machine,the simulation results have large error compared with the experimental results.Therefore,taking into account iron loss,copper loss and PM loss,this paper proposes a modeling method for the hybrid-excited machine.Based on the model obtained by the neural network,the loss calculation is added in the real-time simulation model of hybrid-excited machine.By establishing the machine and inverter models in dSPACE,the Hardware-in-Loop(HIL)platform was built.A prototype of 12-slot 10-pole hybrid-excited switched flux permanent magnet machine is used to evaluate the accuracy of machine model considering the losses.The results show that compared with the model without the losses,the simulation accuracy of phase current amplitude of the model considering the losses is increased by 5.7%and 12.5%at light load and heavy load,respectively.
关 键 词:混合励磁电机神经网络 损耗模型 硬件在环仿真
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