Hong Zhu, Hai Yang, Minghua Gao, Yefeng Liu, Yunge Li
{"title":"工业机器人非平稳随机激励过程的机械环境分析","authors":"Hong Zhu, Hai Yang, Minghua Gao, Yefeng Liu, Yunge Li","doi":"10.1109/IAI55780.2022.9976677","DOIUrl":null,"url":null,"abstract":"This paper presents a method to analyze the mechanical environment of non-stationary random excitation process of industrial robots.In this method, the non-stationary stochastic process is represented by several slow-varying uniformly modulated stochastic processes so that the analysis process is greatly simplified.The demodulation method is used to analyze the vibration signal of an industrial robot, the characteristics of vibration excitation load can be evaluated, and interference samples can be provided for the control system of industrial robot, so as to improve the control precision of the robot.","PeriodicalId":138951,"journal":{"name":"2022 4th International Conference on Industrial Artificial Intelligence (IAI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mechanical environment analysis of non-stationary random excitation process of industrial robot\",\"authors\":\"Hong Zhu, Hai Yang, Minghua Gao, Yefeng Liu, Yunge Li\",\"doi\":\"10.1109/IAI55780.2022.9976677\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a method to analyze the mechanical environment of non-stationary random excitation process of industrial robots.In this method, the non-stationary stochastic process is represented by several slow-varying uniformly modulated stochastic processes so that the analysis process is greatly simplified.The demodulation method is used to analyze the vibration signal of an industrial robot, the characteristics of vibration excitation load can be evaluated, and interference samples can be provided for the control system of industrial robot, so as to improve the control precision of the robot.\",\"PeriodicalId\":138951,\"journal\":{\"name\":\"2022 4th International Conference on Industrial Artificial Intelligence (IAI)\",\"volume\":\"26 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 4th International Conference on Industrial Artificial Intelligence (IAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IAI55780.2022.9976677\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 4th International Conference on Industrial Artificial Intelligence (IAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAI55780.2022.9976677","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Mechanical environment analysis of non-stationary random excitation process of industrial robot
This paper presents a method to analyze the mechanical environment of non-stationary random excitation process of industrial robots.In this method, the non-stationary stochastic process is represented by several slow-varying uniformly modulated stochastic processes so that the analysis process is greatly simplified.The demodulation method is used to analyze the vibration signal of an industrial robot, the characteristics of vibration excitation load can be evaluated, and interference samples can be provided for the control system of industrial robot, so as to improve the control precision of the robot.