{"title":"重载下基于全变差去噪刚度调整的纳米级推力测量","authors":"Jiabin Wang;Jianfei Long;Jiawen Xu;Mingshan Wu;Linxiao Cong;Luxiang Xu;Yelong Zheng;Bin Wang;Ning Guo","doi":"10.1109/TIM.2025.3573377","DOIUrl":null,"url":null,"abstract":"Sub-micronewton thrusters on space satellites are widely used in spaceborne gravitational wave detection, making accurate measurement of microthrust-generated thrust essential. Moreover, micropropulsion systems often exhibit substantial mass, posing challenges for thrust measurement. This article prompted the development of a sub-microthrust measurement device based on the inverted pendulum principle, which withstands 8-kg loads and boasts a large thrust-to-weight ratio exceeding 10<sup>9</sup>. The experimental results demonstrate that adjusting the stiffness of the inverted pendulum can effectively enhance the resolution of the device. Piecewise constant signal (PCS) thrust force was introduced, and the nonlinear total variation denoising (TVD) algorithm method was adopted for signal denoising. It is validated that thrust measurement in the range of 0–<inline-formula> <tex-math>$261~\\mu $ </tex-math></inline-formula>N is achieved with a minimum resolution of 24nN. The device design and stiffness adjustment method proposed in this article, as well as the data denoising method utilized, greatly enhance the thrust resolution measurement. This approach enables the development of an accurate microthrust model for spaceborne gravitational wave detection missions while simultaneously offering a novel solution for sub-micronewton-level thrust measurement under heavy-load conditions.","PeriodicalId":13341,"journal":{"name":"IEEE Transactions on Instrumentation and Measurement","volume":"74 ","pages":"1-13"},"PeriodicalIF":5.6000,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Nanonewton-Level Thrust Measurement Based on Stiffness Adjustment Through Total Variation Denoising Under Heavy Loads\",\"authors\":\"Jiabin Wang;Jianfei Long;Jiawen Xu;Mingshan Wu;Linxiao Cong;Luxiang Xu;Yelong Zheng;Bin Wang;Ning Guo\",\"doi\":\"10.1109/TIM.2025.3573377\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Sub-micronewton thrusters on space satellites are widely used in spaceborne gravitational wave detection, making accurate measurement of microthrust-generated thrust essential. Moreover, micropropulsion systems often exhibit substantial mass, posing challenges for thrust measurement. This article prompted the development of a sub-microthrust measurement device based on the inverted pendulum principle, which withstands 8-kg loads and boasts a large thrust-to-weight ratio exceeding 10<sup>9</sup>. The experimental results demonstrate that adjusting the stiffness of the inverted pendulum can effectively enhance the resolution of the device. Piecewise constant signal (PCS) thrust force was introduced, and the nonlinear total variation denoising (TVD) algorithm method was adopted for signal denoising. It is validated that thrust measurement in the range of 0–<inline-formula> <tex-math>$261~\\\\mu $ </tex-math></inline-formula>N is achieved with a minimum resolution of 24nN. The device design and stiffness adjustment method proposed in this article, as well as the data denoising method utilized, greatly enhance the thrust resolution measurement. This approach enables the development of an accurate microthrust model for spaceborne gravitational wave detection missions while simultaneously offering a novel solution for sub-micronewton-level thrust measurement under heavy-load conditions.\",\"PeriodicalId\":13341,\"journal\":{\"name\":\"IEEE Transactions on Instrumentation and Measurement\",\"volume\":\"74 \",\"pages\":\"1-13\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2025-06-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Instrumentation and Measurement\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11020603/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Instrumentation and Measurement","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/11020603/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Nanonewton-Level Thrust Measurement Based on Stiffness Adjustment Through Total Variation Denoising Under Heavy Loads
Sub-micronewton thrusters on space satellites are widely used in spaceborne gravitational wave detection, making accurate measurement of microthrust-generated thrust essential. Moreover, micropropulsion systems often exhibit substantial mass, posing challenges for thrust measurement. This article prompted the development of a sub-microthrust measurement device based on the inverted pendulum principle, which withstands 8-kg loads and boasts a large thrust-to-weight ratio exceeding 109. The experimental results demonstrate that adjusting the stiffness of the inverted pendulum can effectively enhance the resolution of the device. Piecewise constant signal (PCS) thrust force was introduced, and the nonlinear total variation denoising (TVD) algorithm method was adopted for signal denoising. It is validated that thrust measurement in the range of 0–$261~\mu $ N is achieved with a minimum resolution of 24nN. The device design and stiffness adjustment method proposed in this article, as well as the data denoising method utilized, greatly enhance the thrust resolution measurement. This approach enables the development of an accurate microthrust model for spaceborne gravitational wave detection missions while simultaneously offering a novel solution for sub-micronewton-level thrust measurement under heavy-load conditions.
期刊介绍:
Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.