Multi-objective Parameter Optimization of Control Profiles for Automatic Transmission Double-transition Shifts
Control Engineering Practice, Vol. 93, pp. 104183/1-132019In advanced automatic transmissions (ATs) with a high number of gears, a multi-step, double-transition downshifts (DTS) occur, in which typically two pairs of clutches change their state. This paper proposes different definitions of piecewise linear control profiles for performing such downshifts, which are determined based on insights gained by utilizing previously developed AT control trajectory optimization method. Optimal values of control profiles parameters are determined by using a multi-objective optimization method. This results in a Pareto frontier representing a set of solutions for an optimal trade-off between shift comfort and performance. The effectiveness of the proposed optimization approach is demonstrated first for 10-6 DTS of a 10-speed AT. Next, the optimizations are run for different shift scenarios, i.e. for various DTSs and different shift control profiles, with the final aim of analyzing and verifying the proposed shift control strategies. Finally, the control strategies are assessed based on an equivalent performance index extracted from parameter optimization results. The assessment results, including qualitative and quantitative comparisons with the control trajectory optimization results, show that properly set piecewise linear shift control profiles can provide very good DTS performance for a wide range of shift scenarios. automatic transmission; control; multi-objective optimization; double-transition shift; assessment
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Control Engineering Practice, Vol. 93, pp. 104183/1-13
2019
Cited by 11
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[1] Optimal control strategy for vehicle starting coordination based on driver intention recognition🔗Proceedings of the Institution of mechanical engineers. Part D, journal of automobile engineering, 2024
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[2] Adaptive coordinated control strategy for improving shift quality under different operating conditions🔗Proceedings of the Institution of mechanical engineers. Part D, journal of automobile engineering, 2024
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[3] Multi-objective parameter optimization strategy based on engine coordinated control for improving shifting quality🔗Advances in Mechanical Engineering, 2023
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[4] Surrogate-assisted multi-objective optimization for control parameters of adjacent gearshift process with multiple clutches🔗Control Engineering Practice, 2023
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[6] Clutch Control Timing Optimization for Adjacent Gearshift Process with Multiple Clutches Based on Adaptive Kriging Surrogate Model🔗2022 6th CAA International Conference on Vehicular Control and Intelligence (CVCI), 2022
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[7] Multi-objective optimization of gearshift trajectory planning for multi-speed electric vehicles🔗Engineering optimization (Print), 2021
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[10] Control trajectory optimisation and optimal control of an electric vehicle HVAC system for favourable efficiency and thermal comfort🔗Optimization and Engineering, 2020
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[11] Control trajectory optimisation and optimal control of an electric vehicle HVAC system for favourable efficiency and thermal comfort🔗Optimization and Engineering, 2020