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基于模型預(yù)測(cè)控制的多電機(jī)驅(qū)動(dòng)系統(tǒng)能量最優(yōu)分配策略
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國家自然科學(xué)基金項(xiàng)目(U1564201、51875261)和江蘇省杰出青年基金項(xiàng)目(BK20180046、BK20170071)


Optimal Allocation Strategy for Multi-motor Drive System Based on Model Predictive Control
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    摘要:

    為了解決傳統(tǒng)電動(dòng)汽車單電機(jī)驅(qū)動(dòng)系統(tǒng)高效區(qū)無法覆蓋汽車行駛工況點(diǎn)的問題,提出了一種基于模型預(yù)測(cè)控制的純電動(dòng)汽車多電機(jī)驅(qū)動(dòng)系統(tǒng)能量最優(yōu)分配策略。首先,以整個(gè)多電機(jī)驅(qū)動(dòng)系統(tǒng)為研究對(duì)象,建立了電機(jī)模型和汽車縱向動(dòng)力學(xué)模型,并討論了采用高效區(qū)不同的前后軸電機(jī)時(shí)提高整車效率的方法。其次,通過臺(tái)架實(shí)驗(yàn)標(biāo)定出電機(jī)在特定轉(zhuǎn)速-轉(zhuǎn)矩工作點(diǎn)的效率,通過引入前后輪驅(qū)動(dòng)力分配比α,將兩張電機(jī)的效率圖轉(zhuǎn)換為整車的車速-驅(qū)動(dòng)力效率圖。再次,對(duì)模型預(yù)測(cè)轉(zhuǎn)矩控制下的永磁同步電機(jī)系統(tǒng)進(jìn)行了理論分析與仿真驗(yàn)證。最后,通過硬件在環(huán)實(shí)驗(yàn),驗(yàn)證了能量最優(yōu)分配策略對(duì)整車效率以及續(xù)航里程提升的有效性。

    Abstract:

    In order to solve the problem that the driving condition of the electric vehicle (EV) cannot be covered by the high efficiency area of traditional single motor drive system, an optimal allocation strategy for the multi-motor drive system of EV was presented based on model predictive control. Firstly, taking the whole multi-motor drive system as research object, the model of motor and longitudinal dynamic model of automobile were established. The method to improve the efficiency of the vehicle with different front and rear axle motors in the high efficiency area was discussed. Secondly, the efficiency of the motor at specific speed and torque operation points was calibrated by the bench test. It was found that the high efficiency ranges of the two motors covered the working operation points of high speed cruising and low speed startup conditions, respectively. By introducing the driving force distribution ratio of front and rear motors, the efficiency diagram of the two motors was transformed into the vehicle driving efficiency diagram. Thirdly, theoretical analysis and simulation verification of permanent magnet synchronous motor (PMSM) system with model predictive torque control were carried out, showing that the method can ensure the rapid response of torque. Finally, the validity of the range improvement and vehicle efficiency were verified by the hardware in the loop (HIL) experiments. The results showed that the driving force distribution can integrate the high efficiency range of two motors and improve the efficiency of vehicle. Moreover, the model predictive torque control (MPTC) based on the motor benchs parameters can suppress the torque ripple in the low speed range and improve the accuracy of the output torque. The results can provide theoretical basis for the design of distributed driving system.

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陳龍,朱斌,孫曉東,汪少華.基于模型預(yù)測(cè)控制的多電機(jī)驅(qū)動(dòng)系統(tǒng)能量最優(yōu)分配策略[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2018,49(10):403-409. CHEN Long, ZHU Bin, SUN Xiaodong, WANG Shaohua. Optimal Allocation Strategy for Multi-motor Drive System Based on Model Predictive Control[J]. Transactions of the Chinese Society for Agricultural Machinery,2018,49(10):403-409.

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  • 收稿日期:2018-05-25
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  • 在線發(fā)布日期: 2018-10-10
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