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Hydro-Pneumatic Energy Harvesting Suspension System Using a PSO Based PID Controller

机译:使用基于PSO的PID控制器的液压能量收集悬架系统

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In this article, a unique design for Hydro-Pneumatic Energy Harvesting Suspension HPEHS system is introduced. The design includes a hydraulic rectifier to maintain one-way flow direction in order to obtain maximum power generation from the vertical oscillation of the suspension system and achieve handling and comfort car drive. A mathematical model is presented to study the system dynamics and non-linear effects for HPEHS system. A simulation model is created by using Advanced Modeling Environment Simulations software (AMESim) to analyze system performance. Furthermore, a co-simulation platform model is developed using Matlab-Simulink and AMESim to optimize the PID controller parameters of the external variable load resistor applied on the generator by using Particle Swarm Optimization (PSO). The results showed that the proposed design and PID-PSO controller was effective and practical for the regenerative suspension system since the maximum amplitude of vibration and settling time of the system is decreased compared to the uncontrolled system. The PID-PSO controller achieve the maximum riding comfort as the peak values of the acceleration and displacement is reduced by 14.5%, and 11.6% respectively. The average gained power of the HPEHS system with PID-PSO controller is approximately 200 W.
机译:在本文中,介绍了对水气动收割悬浮液HPEHS系统的独特设计。该设计包括液压整流器,以保持单向流动方向,以便从悬架系统的垂直振荡获得最大发电并实现处理和舒适的汽车驱动。提出了一种数学模型来研究HPEHS系统的系统动态和非线性效果。通过使用高级建模环境模拟软件(AMESIM)来分析系统性能来创建仿真模型。此外,使用MATLAB-SIMULINK和AMESIM开发了一个共模平台模型,以通过使用粒子群优化(PSO)来优化在发电机上施加的外部可变负载电阻的PID控制器参数。结果表明,该设计和PID-PSO控制器对于再生悬架系统具有有效且实用,因为与不受控制的系统相比,系统的最大振动和稳定时间的最大振幅和稳定时间降低。 PID-PSO控制器实现最大乘坐舒适性,因为加速度和位移的峰值分别降低了14.5%和11.6%。具有PID-PSO控制器的HPEHS系统的平均获得功率约为200W。

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