Dual heuristic programming based neurocontroller for vibration isolation control

Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC

Volumn , Issue , 2008, Pages 874-879

  Ma, Jia ^a   Yang, Tao ^a   Hou, Zeng Guang ^a   Tan, Min ^a   Liu, Derong ^b  

^a INSTITUTE OF AUTOMATION   (China)

^b 1120 Science and Engineering Offices   (United States)

Author keywords

Adaptive critic designs (ACDs); Approximate dynamic programming (ADP); Dual heuristic programming (DHP); Optimal control; Vibration isolator

Indexed keywords

ANTIVIBRATION MOUNTINGS; ARTIFICIAL INTELLIGENCE; CELLULAR RADIO SYSTEMS; COMMUNICATION SATELLITES; CONTROL THEORY; FEEDFORWARD NEURAL NETWORKS; HEURISTIC METHODS; LATTICE VIBRATIONS; MATHEMATICAL PROGRAMMING; MULTILAYER NEURAL NETWORKS; NEURAL NETWORKS; ROBUST CONTROL; ROBUSTNESS (CONTROL SYSTEMS); SYSTEMS ENGINEERING; TELECOMMUNICATION NETWORKS; VIBRATION CONTROL; VIBRATIONS (MECHANICAL);

ADAPTIVE CRITIC DESIGNS; ADAPTIVE CRITIC DESIGNS (ACDS); APPLICATIONS.; APPROXIMATE DYNAMIC PROGRAMMING; APPROXIMATE DYNAMIC PROGRAMMING (ADP); CONTROL PERFORMANCES; CONVERGENCE RATES; DUAL HEURISTIC PROGRAMMING; DUAL HEURISTIC PROGRAMMING (DHP); INTERNATIONAL CONFERENCES; LOCAL MINIMUMS; MODEL NETWORK; MULTI-LAYER FEED-FORWARD NEURAL NETWORKS; NEURO CONTROLLERS; OPTIMAL CONTROL; PSEUDO-RANDOM SIGNALS; SIMULATION RESULTS; TRAINING PROCESSES; TRAINING STRATEGY; VIBRATION DISTURBANCES; VIBRATION ISOLATION SYSTEMS; VIBRATION ISOLATIONS; VIBRATION ISOLATOR;

HEURISTIC PROGRAMMING;

EID: 49249103831     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNSC.2008.4525339     Document Type: Conference Paper

References (12)

1. Y.-D. Chen, C.-C. Fuh, and P.-C. Tung, "Application of voice coil motors in active dynamic vibration absorbers," IEEE Transactions on Magnetics, vol. 41, no. 3, pp. 1149-1154, 2005.
2. N. Al-Holou, T. Lahdhiri, D. Joo, J. Weaver, and F. Al-Abbas, "Sliding mode neural network inference fuzzy logic control for active suspension systems," IEEE Transactions on Fuzzy Systems, vol. 10, no. 2, pp. 234-246, 2002.
3. J. Spanos, Z. Rahman, and G. Blackwood, "A soft 6-axis active vibration isolator," in Proceedings of the American Control Conference, vol. 1, 1995, pp. 412-416.
4. L. Miller, M. Ahmadian, C. Nobles, and D. Swanson, "Modelling and performance of an experimental active vibration isolator," Journal of vibration and acoustics, vol. 117, no. 3, pp. 272-278, 1995.
5. J. Shaw, "Active vibration isolation by adaptive control," in Proceedings of the IEEE International Conference on Control Applications, vol.2, 1999, pp. 1509-1514.
6. S. Gaurav and S. Balakrishnan, "Adaptive critic based neurocontroller for autolanding of aircrafts," in Proceedings of the American Control Conference, vol. 2, 1997, pp. 1081-1085.
7. J. Si and Y.-T. Wang, "Online learning control by association and reinforcement," IEEE Transactions on Neural Networks, vol. 12, no. 2, pp. 264-276, 2001.
8. D. Liu, X. Xiong, and Y. Zhang, "Action-dependent adaptive critic designs," in Proceedings of International Joint Conference on Neural Networks, vol. 2, 2001, pp. 990-995.
9. D. V. Prokhorov and D. Wunsch, "Adaptive critic designs," IEEE Transactions on Neural Networks, vol. 8, no. 5, pp. 997-1007, 1997.
10. T. T. Shannon and G. G. Lendaris, "Qualitative models for adaptive critic neurocontrol," in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, vol. 1, 1999, pp. 455-460.
11. R. Padhi, N. Unnikrishnan, and S. Balakrishnan, "Optimal Control Synthesis of a Class of Nonlinear Systems Using Single Network Adaptive Critics," in Proceedings of the American Control Conference, vol. 2, 2004, pp. 1592-1597.
12. G. Lendaris and C. Paintz, "Training strategies for critic and action neural networks in dualheuristic programming method," in Proceedings of International Conference on Neural Networks, vol. 2, 1997, pp. 712-717.