An enhanced method of resizing support links for a planar closed-loop overconstrained deployable structure considering kinematic reliability and surface accuracy

Abstract Kinematic reliability and surface accuracy are of importance for the deployable structure in that the former directly determines whether the deployment is successful or not and the latter is greatly associated with the performance of the space antenna. These two key indexes are generally guaranteed by adjusting the length of the support link. To this end, this study proposes an enhanced method of quantitatively resizing support links for a planar closed-loop overconstrained deployable structure. First, the relationship between the successful unfolding and the combination of link adjustments is derived by taking advantage of the support vector machine to train the motion data that is collected from rigid-flexible dynamic simulations. Then, resorting to structural mechanics, the system of equilibrium equations in terms of stretching and bending is established, thereby leading to the implicit mapping from link deviations to the angular errors of the satellite panels. Thereon, a discrete optimization model with two objectives ensuring the deployable reliability and accuracy performance for link adjustment is completely developed. This optimization model is solved by an improved successive Taguchi approach, which uses the grey relational analysis coupled with principal component analysis as the multicriteria decision-making model. Finally, the implementation of the proposed method and its effectiveness are comprehensively demonstrated by a numerical example.

[1]  Wu Jianyu Accuracy Analysis of Satellite Antenna Plate Deployment Based on Monte Carlo Method , 2013 .

[2]  Hwan-Sik Yoon,et al.  An optimal method of shape control for deformable structures with an application to a mechanically reconfigurable reflector antenna , 2010 .

[3]  Raphael T. Haftka,et al.  Selection of actuator locations for static shape control of large space structures by heuristic integer programing , 1985 .

[4]  W D.R. Thomas,et al.  RADARSAT-2 extendible support structure , 2004 .

[5]  Baiyan He,et al.  Deployment analysis for space cable net structures with varying topologies and parameters , 2017 .

[6]  A. Barton,et al.  A review on large deployable structures for astrophysics missions , 2010 .

[7]  Shen Li,et al.  A combined shape control procedure of cable mesh reflector antennas with optimality criterion and integrated structural electromagnetic concept , 2017 .

[8]  Hong Bao,et al.  Shape adjustment of cable mesh antennas using sequential quadratic programming , 2013 .

[9]  Hongxiang Wang,et al.  Shape accuracy optimization for cable-rib tension deployable antenna structure with tensioned cables , 2017 .

[10]  Tuanjie Li,et al.  Mathematical relationship between mean cable tensions and structural parameters of deployable reflectors , 2016 .

[11]  Shunan Wu,et al.  Active Shape Adjustment of Large Cable-Mesh Reflectors Using Novel Fast Model Predictive Control , 2018, Journal of Aerospace Engineering.

[12]  Phillip J. Ross,et al.  Taguchi Techniques For Quality Engineering: Loss Function, Orthogonal Experiments, Parameter And Tolerance Design , 1988 .

[13]  Mark O’Grady,et al.  Photogrammetric Distortion Measurements of Antennas in a Thermal-Vacuum Environment , 2003 .

[14]  Bernhard Schölkopf,et al.  A tutorial on support vector regression , 2004, Stat. Comput..

[15]  Qiangqiang Zhao,et al.  Assembly precision prediction for planar closed-loop mechanism in view of joint clearance and redundant constraint , 2018 .

[16]  Yu Sun,et al.  Accuracy analysis of a multi-closed-loop deployable mechanism , 2016 .

[17]  Hong Bao,et al.  Deployment analysis of deployable antennas considering cable net and truss flexibility , 2018, Aerospace Science and Technology.

[18]  Hong Bao,et al.  Robust Shape Adjustment with Finite Element Model Updating for Mesh Reflectors , 2017 .

[19]  Xilun Ding,et al.  Analysis of angular-error uncertainty in planar multiple-loop structures with joint clearances , 2015 .

[20]  Tao Zhang,et al.  Surface adjustment method for cable net structures considering measurement uncertainties , 2016 .

[21]  Arshad Noor Siddiquee,et al.  Feasibility study of use of recycled High Density Polyethylene and multi response optimization of injection moulding parameters using combined grey relational and principal component analyses , 2010 .

[22]  Damien Chablat,et al.  Fundamentals of manipulator stiffness modeling using matrix structural analysis , 2019, Mechanism and Machine Theory.

[23]  Hong Bao,et al.  Shape adjustment of cable mesh reflector antennas considering modeling uncertainties , 2014 .

[24]  Jianguang Fang,et al.  A new multi-objective discrete robust optimization algorithm for engineering design , 2018 .

[25]  Hiroaki Tanaka,et al.  Effects of vibration characteristics on improvement of deployment repeatability by vibration , 2019, Aerospace Science and Technology.

[26]  T. Simpson,et al.  Analysis of support vector regression for approximation of complex engineering analyses , 2005, DAC 2003.

[27]  J. Mitsugi,et al.  Shape control of the tension truss antenna , 1990 .

[28]  Gyung-Jin Park,et al.  An optimization algorithm using orthogonal arrays in discrete design space for structures , 2003 .

[29]  Qiangqiang Zhao,et al.  Analysis of angular errors of the planar multi-closed-loop deployable mechanism with link deviations and revolute joint clearances , 2019, Aerospace Science and Technology.

[30]  Hiroaki Tanaka,et al.  Shape control of space antennas consisting of cable networks , 2004 .

[31]  Nobuharu Ukita,et al.  Design and performance of the ALMA-J prototype antenna , 2004, SPIE Astronomical Telescopes + Instrumentation.

[32]  Baiyan He,et al.  Integrated form finding method for mesh reflector antennas considering the flexible truss and hinges , 2019, Aerospace Science and Technology.

[33]  Hong Bao,et al.  Shape adjustment optimization and experiment of cable-membrane reflectors , 2018 .