{"title":"Blade Tip Timing In-Loop Simulation System Framework: From Virtual to Reality","authors":"Huahui Hu;Laihao Yang;Zhibo Yang;Ruochen Jin;Shaohua Tian;Yu Sun;Xuefeng Chen","doi":"10.1109/TIM.2025.3554904","DOIUrl":null,"url":null,"abstract":"The measurement of blade tip timing (BTT) faces challenges such as the scarcity of real data, variability in data quality, and incomplete controllability of operating conditions, which complicate the validation of BTT signal processing methods. Therefore, it is essential to establish a high-fidelity BTT in-loop simulation system. This article proposes a highly decoupled framework for such a simulation system and presents a specific example: generating vibration signals through a developed analytical model of rotating blades, followed by BTT sampling, incorporation of uncertainty effects, and processing through a feedback loop to output the BTT sampling signal. Each component is validated using appropriate methods, demonstrating the usability of the proposed framework and the correctness of the specific example. This framework is expected to provide a reliable platform for validating BTT signal processing methods, conducting uncertainty analysis, and establishing blade fingerprint models.","PeriodicalId":13341,"journal":{"name":"IEEE Transactions on Instrumentation and Measurement","volume":"74 ","pages":"1-11"},"PeriodicalIF":5.6000,"publicationDate":"2025-03-26","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/10942416/","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}
引用次数: 0
Abstract
The measurement of blade tip timing (BTT) faces challenges such as the scarcity of real data, variability in data quality, and incomplete controllability of operating conditions, which complicate the validation of BTT signal processing methods. Therefore, it is essential to establish a high-fidelity BTT in-loop simulation system. This article proposes a highly decoupled framework for such a simulation system and presents a specific example: generating vibration signals through a developed analytical model of rotating blades, followed by BTT sampling, incorporation of uncertainty effects, and processing through a feedback loop to output the BTT sampling signal. Each component is validated using appropriate methods, demonstrating the usability of the proposed framework and the correctness of the specific example. This framework is expected to provide a reliable platform for validating BTT signal processing methods, conducting uncertainty analysis, and establishing blade fingerprint models.
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.