Technical Papers
Mar 24, 2017

Generalized Predictive Control for Spacecraft Attitude Based on Adaptive Fuzzy Estimator

Publication: Journal of Aerospace Engineering
Volume 30, Issue 5

Abstract

A generalized predictive control with adaptive fuzzy estimator (GPC-AFE) is proposed for spacecraft. Model uncertainties and mismatch disturbances are considered in the process of controller design. For the attitude subsystem, a predictive control based on an adaptive fuzzy estimator is designed to deal with the unknown disturbances. For the angular velocity subsystem, the actual control input is designed by using the generalized predictive control. The derivative of virtual control and unknown disturbances in the actual control are also estimated by using an adaptive fuzzy estimator. With the proposed generalized predictive control, the tracking error of the attitude converges to a bounded neighborhood of the reference attitude. Theoretical results are illustrated by numerical simulation.

Get full access to this article

View all available purchase options and get full access to this article.

References

Chai, H. Y., Yan, P., and Guo, L. (2013). “Feedback linearization design for permanent magnet synchronous motor with disturbance observer.” Proc., 32th Chinese Control Conf., Shanghai Systems Science Press, Shanghai, China, 2739–2744.
Chen, W. H., Balance, D. J., and Gawthro, P. J. (2003). “Optimal control of nonlinear systems: A predictive control approach.” Automatica, 39(4), 633–641.
Chu, Z. Y., Cui, J., and Sun, F. C. (2014). “Fuzzy adaptive disturbance-observer-based robust tracking control of electrically driven free-floating space manipulator.” IEEE Syst. J., 8(2), 343–352.
Deng, Y. S., Ying, H., and Shao, S. H. (2000). “Approximation theory of fuzzy systems: Current state and future directions.” Inf. Control, 29(2), 157–163 (in China).
Fan, W., and Jiang, C. S. (2008). “Nonlinear predictive control of an aerospace vehicle based on adaptive fuzzy systems.” ACTA Aeronautica et Astronautica Sinica, 29(4), 988–994 (in China).
Li, P., and Yang, G. H. (2011). “A new adaptive control approach for nonlinear strict-feedback systems using nonlinearly parameterized fuzzy approximators.” Int. J. Syst. Sci., 42(3), 517–527.
Li, S. Y., and Chen, Z. Q. (2000). “The new progresses in intelligent control.” Control Decis., 15(1), 1–6 (in China).
Liu, X. J., Zhou, X. X., and Chai, T. Y. (1999). “Status and development of fuzzy control.” Inf. Control, 28(4), 283–292.
Lu, H., Wang, N., Qiao, J. Z., and Guo, L. (2013). “Nonlinear disturbance observer based command filtered backstepping control for missile system.” Proc., 32th Chinese Control Conf., Shanghai Systems Science Press, Shanghai, China, 4311–4316.
Lu, P. (1995). “Optimal predictive control for continuous nonlinear systems.” Int. J. Control, 62(3), 633–649.
Qin, W. W., Liu, G., Wang, L. X., He, B., and Ma, J. J. (2014). “Parameter depended receding horizon H∞ control for a hypersonic vehicle.” Control Decis., 29(3), 403–410 (in China).
Recasens, J. J., Chu, Q. P., and Mulder, J. A. (2005). “Robust model predictive control of a feedback linearized system for a lifting-body reentry vehicle.” AIAA Guidance, Navigation and Control Conf. and Exhibit, American Institute of Aeronautics and Astronautics, Reston, VA, 1–33.
Soroush, M., and Soroush, H. M. (1997). “Input-output linearising nonlinear model predictive control.” Int. J. Control, 68(6), 1449–1474.
Sun, G., and Huo, W. (2009). “Indirect adaptive fuzzy predictive control for attitude tracking of satellites.” J. Syst. Sci. Math. Sci., 29(10), 1327–1342 (in China).
Sun, G., and Huo, W. (2010). “Direct-adaptive fuzzy predictive control of satellite attitude.” ACTA Automatica Sinica, 36(8), 1151–1159 (in China).
Wang, L., Liu, X. D., and Sheng, Y. Z. (2014). “High-order sliding mode observer based adaptive time-varying sliding mode for re-entry attitude control.” Control Decis., 29(2), 281–286 (in China).
Wang, L., Liu, X. D., and Sheng, Y. Z., and Cong, B. L. (2013a). “Disturbance observer based exponential time-varying sliding mode for re-entry attitude control.” Chin. Space Sci. Technol., 33(4), 31–39 (in China).
Wang, S. B., Wang, X. M., Xie, R., and Yao, C. C. (2013b). “Robust backstepping control based on disturbance observer for hypersonic vehicle.” Control Decis., 28(10), 1507–1512 (in China).

Information & Authors

Information

Published In

Go to Journal of Aerospace Engineering
Journal of Aerospace Engineering
Volume 30Issue 5September 2017

History

Received: Apr 9, 2016
Accepted: Jan 6, 2017
Published online: Mar 24, 2017
Discussion open until: Aug 24, 2017
Published in print: Sep 1, 2017

Permissions

Request permissions for this article.

Authors

Affiliations

Engineer, Research and Development Center, China Academy of Launch Vehicle Technology, Beijing 100076, P.R. China (corresponding author). E-mail: [email protected]
Jialei Chen [email protected]
Lecturer, College of Applied Science, Beijing Univ. of Technology, Beijing 100124, P.R. China. E-mail: [email protected]
Bing Zhu, Ph.D. [email protected]
Associate Professor, Seventh Research Division, Beihang Univ., Beijing 100191, P.R. China. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share