Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy Numbers
The traditional mechanical transmission system motion accuracy allocation process has the following problems: the error modeling process can not reflect the error formation mechanism of the system, and the influence of maintenance costs and the motion accuracy robustness of the system are ignored in...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-11-01
|
| Series: | Actuators |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-0825/13/12/484 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1846106520677253120 |
|---|---|
| author | Zongyi Mu Jian Li Xiaogang Zhang Genbao Zhang Jinyuan Li Hao Wei |
| author_facet | Zongyi Mu Jian Li Xiaogang Zhang Genbao Zhang Jinyuan Li Hao Wei |
| author_sort | Zongyi Mu |
| collection | DOAJ |
| description | The traditional mechanical transmission system motion accuracy allocation process has the following problems: the error modeling process can not reflect the error formation mechanism of the system, and the influence of maintenance costs and the motion accuracy robustness of the system are ignored in the process of establishing the optimal allocation model of motion accuracy. In this paper, firstly, meta-action theory is introduced and the meta-action unit is taken as the basic analysis unit, the error modeling of mechanical transmission systems is studied, and the formation mechanism of the motion error is correctly analyzed. Secondly, the comprehensive cost of a mechanical transmission system, considering the part manufacturing cost, assembly cost and maintenance cost per unit, is accurately evaluated using the multi-criteria decision-making (MCDM) method. Thirdly, based on the motion error model, a robust model for system motion accuracy is obtained by analyzing the sensitivity of each motion pair. Then, a multi-objective optimal allocation model of motion accuracy is established. The model is solved by an intelligent algorithm to obtain the Pareto non-dominated solution set, and the optimal solution is selected by the fuzzy set method. Finally, the method described in this paper is illustrated by an engineering example. |
| format | Article |
| id | doaj-art-d4b7db5f300f4e1b94ffdf88f0897e37 |
| institution | Kabale University |
| issn | 2076-0825 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Actuators |
| spelling | doaj-art-d4b7db5f300f4e1b94ffdf88f0897e372024-12-27T14:02:01ZengMDPI AGActuators2076-08252024-11-01131248410.3390/act13120484Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy NumbersZongyi Mu0Jian Li1Xiaogang Zhang2Genbao Zhang3Jinyuan Li4Hao Wei5College of Intelligent Manufacturing Engineeringl, Chongqing University of Arts and Sciences, Chongqing 402160, ChinaChongqing Key Laboratory of Manufacturing Equipment Mechanism Design and Control, Chongqing Technology and Business University, Chongqing 400067, ChinaJiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaCollege of Intelligent Manufacturing Engineeringl, Chongqing University of Arts and Sciences, Chongqing 402160, ChinaCollege of Intelligent Manufacturing Engineeringl, Chongqing University of Arts and Sciences, Chongqing 402160, ChinaCollege of Intelligent Manufacturing Engineeringl, Chongqing University of Arts and Sciences, Chongqing 402160, ChinaThe traditional mechanical transmission system motion accuracy allocation process has the following problems: the error modeling process can not reflect the error formation mechanism of the system, and the influence of maintenance costs and the motion accuracy robustness of the system are ignored in the process of establishing the optimal allocation model of motion accuracy. In this paper, firstly, meta-action theory is introduced and the meta-action unit is taken as the basic analysis unit, the error modeling of mechanical transmission systems is studied, and the formation mechanism of the motion error is correctly analyzed. Secondly, the comprehensive cost of a mechanical transmission system, considering the part manufacturing cost, assembly cost and maintenance cost per unit, is accurately evaluated using the multi-criteria decision-making (MCDM) method. Thirdly, based on the motion error model, a robust model for system motion accuracy is obtained by analyzing the sensitivity of each motion pair. Then, a multi-objective optimal allocation model of motion accuracy is established. The model is solved by an intelligent algorithm to obtain the Pareto non-dominated solution set, and the optimal solution is selected by the fuzzy set method. Finally, the method described in this paper is illustrated by an engineering example.https://www.mdpi.com/2076-0825/13/12/484mechanical transmission systemmeta-action theoryinterval intuitionistic trapezoidal fuzzy numbermulti-criteria decision makingmotion accuracy allocation |
| spellingShingle | Zongyi Mu Jian Li Xiaogang Zhang Genbao Zhang Jinyuan Li Hao Wei Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy Numbers Actuators mechanical transmission system meta-action theory interval intuitionistic trapezoidal fuzzy number multi-criteria decision making motion accuracy allocation |
| title | Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy Numbers |
| title_full | Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy Numbers |
| title_fullStr | Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy Numbers |
| title_full_unstemmed | Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy Numbers |
| title_short | Motion-Accurate Allocation of a Mechanical Transmission System Based on Meta-Action and Intuitionistic Trapezoidal Fuzzy Numbers |
| title_sort | motion accurate allocation of a mechanical transmission system based on meta action and intuitionistic trapezoidal fuzzy numbers |
| topic | mechanical transmission system meta-action theory interval intuitionistic trapezoidal fuzzy number multi-criteria decision making motion accuracy allocation |
| url | https://www.mdpi.com/2076-0825/13/12/484 |
| work_keys_str_mv | AT zongyimu motionaccurateallocationofamechanicaltransmissionsystembasedonmetaactionandintuitionistictrapezoidalfuzzynumbers AT jianli motionaccurateallocationofamechanicaltransmissionsystembasedonmetaactionandintuitionistictrapezoidalfuzzynumbers AT xiaogangzhang motionaccurateallocationofamechanicaltransmissionsystembasedonmetaactionandintuitionistictrapezoidalfuzzynumbers AT genbaozhang motionaccurateallocationofamechanicaltransmissionsystembasedonmetaactionandintuitionistictrapezoidalfuzzynumbers AT jinyuanli motionaccurateallocationofamechanicaltransmissionsystembasedonmetaactionandintuitionistictrapezoidalfuzzynumbers AT haowei motionaccurateallocationofamechanicaltransmissionsystembasedonmetaactionandintuitionistictrapezoidalfuzzynumbers |