[51775426·工程与材料科学·机械设计与制造·机械动力学]AI
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项目结题报告(全文)
1.Robot Path Planning Based on Grid Map Using Improved Ant Colony Algorithm
- 关键词:
- Ant colony optimization;Feedback;Heuristic algorithms;Robot programming;Adaptive adjustment;Angle heuristic function;Ant colonies algorithm;Grid map;Heuristic functions;Improved ant colony algorithm;Local optima;Local optimization strategies;Robot path-planning;Slow convergences
- Kou, Farong;Xiao, Wei;He, Haiyang;Hu, Kailun
- 《3rd International Conference on Consumer Electronics and Computer Engineering, ICCECE 2023》
- 2023年
- January 6, 2023 - January 8, 2023
- Guangzhou, China
- 会议
For the problems of slow convergence and easy to fall into local optimum of traditional ant colony algorithm (ACO) for robot path planning, An improved ant colony algorithm (IACO)based on grid map is proposed in this paper. Firstly, in order to improve the positive feedback ability of pheromone in the later period, an adaptive adjustment factor is introduced into the heuristic function. Secondly, the rotation function is introduced into the pheromone state transition probability to balance the relationship between path length and angle. Finally, in order to ensure the quality of participating pheromone update nodes, local optimization strategies are designed based on cross optimization and redundant point deletion, and different quality paths are updated with pheromone difference mechanism to achieve convergence of high-quality nodes. The experimental results show that IACO can make the robot obtain the global optimal path, and it will have good stability and environmental adaptability. © 2023 IEEE.
...2.Study on Adaptive Sliding Mode Fault-tolerant Control of 1/4 Vehicle Electromagnetic Suspension
- 关键词:
- Acceleration;Active suspension systems;Actuators;Automobile suspensions;Controllers;Fault tolerance;Linear matrix inequalities;Actuator fault;Adaptive sliding mode;Electromagnetic suspension;Electromagnetics;Fault parameters;Fault tolerant controllers;Fault-tolerant;Faults tolerant controls;Nonlinear pressure;Suspension devices
- Kou, Farong;Chen, ChenRuo;Xiao, Wei;Hu, Kailun
- 《2022 4th International Conference on Mechanical Engineering and Automation, MEA 2022》
- 2023年
- December 9, 2022 - December 11, 2022
- Virtual, Online, China
- 会议
An adaptive sliding mode fault-tolerant manage approach is proposed to remedy the trouble of actuator acquire failure of the electromagnetic hybrid energetic suspension device and the hassle of automobile manipulate balance degradation induced by using the nonlinear pressure of spring and damper. The failure thing is chosen to symbolize the actuator fault size, and the actuator fault parameter mannequin is established. Combining sliding mode manipulate with adaptive control, an adaptive sliding mode fault-tolerant controller for lively suspension primarily based on an correct mannequin is designed. Based on the Lyapunov balance theory, the steadiness of the machine is proved; and the Gravity search algorithm (GSA) and linear matrix inequality (LMIS) are used to optimize the sliding floor parameters, and the most beneficial answer is chosen in accordance to the health function. The simulation effects exhibit that in contrast with passive suspension, the root capability rectangular values of sprung mass acceleration, suspension dynamic deflection, and tire dynamic load underneath adaptive sliding mode fault-tolerant manipulate approach decrease by way of 41.7%, 38.4%, and 36.5% respectively. It suggests that the designed adaptive sliding mode fault-tolerant controller is right and can enhance car experience comfort. © 2023 Institute of Physics Publishing. All rights reserved.
...3.电磁主动悬架作动器不同模式下效率分析
- 关键词:
- 轮边驱动;电动汽车;电磁作动器;效率
- 寇发荣;李阳康;陈晨;洪锋;杨慧杰
- 《第十三届全国振动理论及应用学术会议》
- 0年
- 中国陕西西安
- 会议
本文设计了一种用于轮边驱动电动汽车的电磁主动悬架作动器,建立了作动器有限元模型,通过理论计算线圈绕组的反电动势和作动器的力特性试验,验证了模型的正确性。研究了作动器在不同加载条件下的输出效率和馈能效率。结果表明,作动器的输出效率随电流的增大而减小,随三相电流频率的增大而增大,在低电流和高电流频率下效率最高为87.5%;作动器的能量回馈效率随运动速度和负载电阻的增大而增大,高速度和负载电阻时,能量回馈效率最高为27.1%,为作动器的整车装备提供了依据。
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