(A) study on a cable suspension and balance system for effective wind tunnel tests효과적 풍동시험을 위한 다중 케이블 기반 자세제어/하중계측 시스템 연구

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dc.contributor.advisorHan, Jae-Hung-
dc.contributor.authorPark, Keum-Yong-
dc.description학위논문(박사) - 한국과학기술원 : 항공우주공학과, 2021.2,[vi, 96 p. :]-
dc.description.abstractThe main objective of the present study is to propose a new type of model support in order to reduce the support interference and vibration, which are often problematic in wind tunnel tests. Based on the cable-driven parallel robot (CDPR) formulations, a cable suspension and balance system (CSBS) is developed. The CSBS is designed to serve as both a model support and a balance in wind tunnel tests. In addition, this study suggests two novel methodologies to improve the CSBS performance, one for more accurate motion control and the other for improved load measurement. The motion control correction is implemented by applying a multivariate polynomial function that adjusts motion commands to generate the required response utilizing the measured motion data. For more accurate load measurement, a multi-layer perceptron (MLP) is proposed as a correction function. This MLP is trained to provide corrected three force and three moment components according to the reference balance data. Several motion tests, loading tests, and statistical analyses were carried out before and after the corrections to investigate the effectiveness of newly suggested methodologies. The polynomial correction dramatically reduced differences between the motion command and response, and the MLP learning methodology effectively enhanced the load measurement accuracy of the CSBS. Using both of the suggested corrections, the developed CSBS is equipped with the enhanced motion control and the load measurement performance. Several wind tunnel tests were conducted to examine the reliability of a CSBS as a model support and load measurement system, and test results showed good agreement with reference data for a cylinder model and a NACA0015 airfoil model. Finally, the effectiveness of a CSBS application against an aerodynamic interference and vibration was experimentally demonstrated through comparative wind tunnel tests with a rear sting model support.-
dc.subjectcable-driven parallel robot▼acable suspension and balance system▼amodel support▼awind tunnel test▼acalibration method▼amultivariate polynomial math model▼akinematic calibration▼amulti-layer perceptron-
dc.subject케이블 구동 병렬로봇▼a케이블기반 자세제어/하중계측 시스템▼a모형 지지부▼a풍동시험▼a교정기법▼a다변수 다항함수▼a운동학적 교정▼a다층 퍼셉트론-
dc.title(A) study on a cable suspension and balance system for effective wind tunnel tests-
dc.title.alternative효과적 풍동시험을 위한 다중 케이블 기반 자세제어/하중계측 시스템 연구-
dc.description.department한국과학기술원 :항공우주공학과,-
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