{"title":"基于基架力传感器的多自由度机器人动力学辨识与接触力估计","authors":"Kaiki Fukutoku, T. Murakami","doi":"10.12792/ICIAE2021.040","DOIUrl":null,"url":null,"abstract":"External force detection system plays an important role for robots to operate in the human living environment. Force information determines the interaction between the robot and the environment. However, there are many restrictions on the use of force sensors. Many force sensors are required for wide range contact detection. The force sensor-less method that uses current and angle information is difficult to apply for high reduction ratio mechanisms. In this paper, we propose a method for estimating contact force using one force sensor implemented in the base frame. It is necessary to identify the robot dynamics in order to estimate the contact force. Only the base frame force sensor and encoders are used to identify the dynamics. Therefore, it is very easy to apply. In addition, since it is not affected by joint friction, it can be applied to high reduction ratio mechanisms. The proposed contact force estimation method has a sensitivity for the entire robots. Therefore, contact detection is possible no matter where the force is applied to the robot. The effectiveness of the dynamics identification and the contact force estimation is verified experimentally.","PeriodicalId":161085,"journal":{"name":"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamics Identification and Contact Force Estimation of Multi DoF Robot Based on Base Frame Force Sensor\",\"authors\":\"Kaiki Fukutoku, T. Murakami\",\"doi\":\"10.12792/ICIAE2021.040\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"External force detection system plays an important role for robots to operate in the human living environment. Force information determines the interaction between the robot and the environment. However, there are many restrictions on the use of force sensors. Many force sensors are required for wide range contact detection. The force sensor-less method that uses current and angle information is difficult to apply for high reduction ratio mechanisms. In this paper, we propose a method for estimating contact force using one force sensor implemented in the base frame. It is necessary to identify the robot dynamics in order to estimate the contact force. Only the base frame force sensor and encoders are used to identify the dynamics. Therefore, it is very easy to apply. In addition, since it is not affected by joint friction, it can be applied to high reduction ratio mechanisms. The proposed contact force estimation method has a sensitivity for the entire robots. Therefore, contact detection is possible no matter where the force is applied to the robot. The effectiveness of the dynamics identification and the contact force estimation is verified experimentally.\",\"PeriodicalId\":161085,\"journal\":{\"name\":\"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.12792/ICIAE2021.040\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12792/ICIAE2021.040","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Dynamics Identification and Contact Force Estimation of Multi DoF Robot Based on Base Frame Force Sensor
External force detection system plays an important role for robots to operate in the human living environment. Force information determines the interaction between the robot and the environment. However, there are many restrictions on the use of force sensors. Many force sensors are required for wide range contact detection. The force sensor-less method that uses current and angle information is difficult to apply for high reduction ratio mechanisms. In this paper, we propose a method for estimating contact force using one force sensor implemented in the base frame. It is necessary to identify the robot dynamics in order to estimate the contact force. Only the base frame force sensor and encoders are used to identify the dynamics. Therefore, it is very easy to apply. In addition, since it is not affected by joint friction, it can be applied to high reduction ratio mechanisms. The proposed contact force estimation method has a sensitivity for the entire robots. Therefore, contact detection is possible no matter where the force is applied to the robot. The effectiveness of the dynamics identification and the contact force estimation is verified experimentally.