Multi-objective genetic algorithms for cost-effective distributions of actuators and sensors in large structures

Expert Systems with Applications

Volumn 39, Issue 9, 2012, Pages 7822-7833

  Cha, Young Jin ^a   Agrawal, Anil K ^a   Kim, Yeesock ^b   Raich, Anne M ^c  

^a CITY UNIVERSITY OF NEW YORK   (United States)

^b Worcester Polytechnic Institute   (United States)

^c LAFAYETTE COLLEGE   (United States)

Author keywords

Actuator location; ASCE control benchmark; Multi objective genetic algorithms; Optimal placement; Sensor location; Structural control

Indexed keywords

ACTUATOR LOCATION; ASCE CONTROL BENCHMARK; MULTI-OBJECTIVE GENETIC ALGORITHM; OPTIMAL PLACEMENT; SENSOR LOCATION; STRUCTURAL CONTROL;

ACCELEROMETERS; ACTUATORS; ALGORITHMS; CONTROL; DYNAMIC RESPONSE; MULTIOBJECTIVE OPTIMIZATION; ROBUSTNESS (CONTROL SYSTEMS); STRUCTURAL DYNAMICS; SYSTEMS ANALYSIS;

SENSORS;

EID: 84862801137     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.01.070     Document Type: Article

References (62)

1. M.M. Abdullah, A. Richardson, and J. Hanif Placement of sensors/actuators on civil structures using genetic algorithms Earthquake Engineering and Structural Dynamics 30 8 2001 1167 1184
2. H. Adeli, and A. Saleh Control, optimization, and smart structures: High-performance bridges and buildings of the future 1999 John Wiley & Sons, Inc New York
3. A.K. Agrawal, Z. Xu, and W.L. He Ground motion pulse-based active control of linear base-isolated benchmark building Structural Control and Health Monitoring 13 2-3 2006 792 808
4. A.K. Agrawal, and J.N. Yang Optimal placement of passive dampers on seismic and wind-excited buildings using combinatorial optimization Journal of Intelligent Materials Systems and Structures 10 1999 997 1014
5. A.K. Agrawal, J.N. Yang, and J.C. Wu Application of optimal polynomial controller to a benchmark problem Earthquake Engineering and Structural Dynamics 27 1998 1291 1302
6. A.S. Ahlawat, and A. Ramaswamy Multiobjective optimal fuzzy logic control system for response control of wind-excited tall buildings ASCE Journal of Engineering Mechanics 130 2004 524 530
7. M. Al-Dawod, B. Samali, F. Naghdy, and K.C.S. Kwok Active control of along wind response of tall building using a fuzzy controller Engineering Structures 23 2001 1512 1522
8. F. Amini, and M.R. Tavassoli Optimal structural active control force, number and placement of controllers Engineering Structures 27 9 2005 1306 1316
9. A. Arbel Controllability measures and actuator placement in oscillatory systems International Journal of Control 33 3 1981 565 574
10. A.S. Brown, S. Ankireddi, and H.T.Y. Yang Actuator and sensor placement for multiobjective control of structures ASCE Journal of Engineering Mechanics 125 1999 757 765
11. Cha, Y.-J.; & Agrawal, A. K. (2011). Decentralized output feedback polynomial control of seismically excited structures using genetic algorithms. Structural Control and Health Monitoring, 2011. doi:10.1002/stc.486.
12. Cha, Y.-J.; Raich, A. M.; Barroso, L. R.; & Agrawal, A. K. (2011). Optimal placements of active control devices and sensors in frame structures using multi-objective genetic algorithms. Structural Control and Health Monitoring, 2011. doi:10.1002/stc.468.
13. C.C. Chen, and G.D. Chen Nonlinear control of a 20-story steel building with active piezoelectric friction dampers International Journal of Structural Engineering and Mechanics 4 1 2002 21 38
14. G. Chen, and C. Chen Semiactive control of the 20-story Benchmark building with piezoelectric friction dampers ASCE Journal of Engineering Mechanics 130 4 2004 393 400
15. G.S. Chen, R.J. Rruno, and M. Salama Optimal placement of active/passive members in truss structures using simulated annealing AIAA Journal 29 8 1991 1327 1334
16. F.Y. Cheng, H. Jiang, and X. Zhang Optimal placement of dampers and actuators based on stochastic approach Earthquake Engineering and Engineering Vibration 1 2 2002 237 249
17. M.L. DeLorenzo Sensor and actuator selection for large space structure control Journal of Guidance Control and Dynamics 13 2 1990 249 257
18. A.K. Dhingra, and B.H. Lee Multiobjective design of actively controlled structures using a hybrid optimization method International Journal for Numerical Methods in Engineering 38 20 1995 3383 3401
19. S.J. Dyke, B.F. Spencer, M.K. Sain, and J.D. Carlson An experimental study of MR dampers for seismic protection Smart Materials and Structures 7 1998 693 703
20. H. Furuya, and R.T. Haftka Placing actuators on space structures by genetic algorithms and effectiveness indices Structural Optimization 9 2 1995 69 75
21. D.E. Goldberg Genetic algorithms in search, optimization, and machine learning 1989 Addison-Wesley New York
22. G.W. Housner, L.A. Bergman, T.K. Caughey, A.G. Chassiakos, R.O. Claus, and S.F. Masri Structural control: Past, present, and future ASCE Journal of Engineering Mechanics 123 9 1997 897 971
23. Housner, G. W.; Masri, S. F.; & Chassiakos, A. G. (1994). In Proc. 1st world conf. on struct. cont.
24. H.J. Jung, B.F. Spencer Jr.; and I.W. Lee Control of seismically excited cable-stayed bridge employing magnetorheological fluid dampers ASCE Journal of Engineering Mechanics 129 7 2003 873 883
25. Y. Kim, R. Langari, and S. Hurlebaus Semiactive nonlinear control of a building structure equipped with a magnetorheological damper system Mechanical Systems and Signal Processing 20 2009 300 315
26. Y. Kim, R. Langari, and S. Hurlebaus Control of a seismically excited benchmark building using linear matrix inequality-based semiactive nonlinear fuzzy control source ASCE Journal of Engineering Mechanics 136 8 2010 1023 1026
27. Y. Kim, R. Langari, and S. Hurlebaus Model-based multi-input, multi-output supervisory semiactive nonlinear fuzzy controller Computer-Aided Civil & Infrastructure Engineering 25 2010 387 393
28. H.S. Kim, and P.N. Roschke Design of fuzzy logic controller for smart base isolation system using genetic algorithm Engineering Structures 28 2006 84 96
29. D.H. Kim, S.N. Seo, and I.W. Lee Optimal neurocontroller for nonlinear benchmark structure ASCE Journal of Engineering Mechanics 130 4 2004 424 429
30. S.B. Kim, C.B. Yun, and B.F. Spencer Jr. Vibration control of wind-excited tall buildings using sliding mode fuzzy control ASCE Journal of Engineering Mechanics 130 4 2004 505 510
31. T. Kobori, N. Koshika, N. Yamada, and Y. Ikeda Seismic response controlled structure with active mass driver system. Part 1: Design Earthquake Engineering and Structural Dynamics 20 1991 133 139
32. Q.S. Li, D.K. Liu, J.Q. Fang, and C.M. Tam Multi-level optimal design of buildings with active control under winds using genetic algorithms Journal of Wind Engineering and Industrial Aerodynamics 86 1 2000 65 86
33. Q.S. Li, D.K. Liu, J. Tang, N. Zhang, and C.M. Tam Combinatorial optimal design of number and positions of actuators in actively controlled structures using genetic algorithms Journal of Sound and Vibration 270 4-5 2004 611 624
34. X. Liu, D.W. Begg, and D.R. Matravers Optimal topology/actuator placement design of structures using SA ASCE Journal of Aerospace Engineering 10 1997 119 125
35. D.K. Liu, Y.L. Yang, and Q.S. Li Optimum positioning of actuators in tall buildings using genetic algorithm Computers and Structures 81 32 2003 2823 2827
36. Moita, J. M.; Correia, V. M.; Martins, P. G.; Soares, C. M.; & Soares, C. A. (2006). Optimal design in vibration control of adaptive structures using a simulated annealing algorithm. In Thirteenth int. conf. on composite struct. ICCS/13 (Vol. 75, nos. 1-4, pp. 79-87).
37. J. Morse Reducing the size of the nondominated set: Pruning by clustering Computers & Operations Research 7 1-2 1980 55 66
38. Y. Ohtori, R.E. Christenson, B.F. Spencer Jr, and S.J. Dyke Benchmark control problems for seismically excited nonlinear buildings ASCE Journal of Engineering Mechanics 130 4 2004 366 385
39. J. Onoda, and Y. Hanawa Actuator placement optimization by genetic and improved simulated annealing algorithms AIAA Journal 31 6 1992 1167 1169
40. Raich, A. M. (1999). An evolutionary based methodology for representing and evolving structural design solutions. Ph.D. dissertation. Urbana-Champaign, IL: Department of Civil and Environmental Engineering, University of Illinois.
41. A.M. Raich, and J. Ghaboussi Evolving structural design solution using an implicit redundant genetic algorithm Structural and Multidisciplinary Optimization 20 1998 222 231
42. R. Rao, A. Mohan, and K. Sivasubramanian Optimal placement of actuators for active vibration control of seismic excited tall buildings using a multiple start guided neighborhood search (MSGNS) algorithm Journal of Sound and Vibration 311 1-2 2008 133 159
43. S.S. Rao, T. Pan, and V.B. Venkayya Optimal placement of actuators in actively controlled structures using genetic algorithms AIAA Journal 29 6 1991 942 943
44. D.G. Reigles, and M.D. Symans Supervisory fuzzy control of a base-isolated benchmark building utilizing a neuro-fuzzy model of controllable fluid viscous dampers Structural Control and Health Monitoring 13 2-3 2006 724 747
45. T.T. Soong Active structural control: Theory and practice 1990 Longman Scientific Essex, UK
46. T.T. Soong, and A.M. Reinhorn An overview of active and hybrid structural control research in the US Structural Design of Tall Buildings 2 1993 192 209
47. Spencer Jr.; B. F.; Christenson, R. E.; & Dyke, S. J. (1999). Next generation benchmark control problem for seismically excited buildings. In Proc. 2nd world conf. on struct. cont.
48. B.F. Spencer Jr.; and S. Nagarajaiah State of the art of structural control source ASCE Journal of Engineering Mechanics 129 7 2003 845 856
49. P. Tan, S.J. Dyke, A. Richardson, and M. Abdullah Integrated device placement and control design in civil structures using genetic algorithms ASCE Journal of Engineering Mechanics 131 10 2005 1489 1496
50. N. Varadarajan, and S. Nagarajaiah Wind response control of building with variable stiffness TMD: EMD/HT ASCE Journal of Engineering Mechanics 130 4 2003 451 458
51. S.G. Wang Linear quadratic Gaussian-alpha control with relative stability and gain parameter for the structural benchmark problems ASCE Journal of Engineering Mechanics 130 4 2004 511 517
52. N. Wongprasert, and M.D. Symans Application of a genetic algorithm for optimal damper distribution within the nonlinear seismic benchmark building ASCE Journal of Engineering Mechanics 130 4 2004 401 406
53. N. Wongprasert, and M.D. Symans Experimental evaluation of adaptive elastomeric base-isolated structures using variable-orifice fluid dampers ASCE Journal of Engineering Mechanics 136 6 2005 867 877
54. Y.L. Xu, W.L. Qu, and Z.H. Chen Control of wind-excited truss tower using semiactive friction damper ASCE Journal of Structural Engineering 2001 861 868
55. B. Xu, Z.S. Wu, and K. Yokoyama Neural networks for decentralized control of cable-stayed bridges ASCE Journal of Bridge Engineering 8 4 2003 229 236
56. Yang, F.; Sedaghati, R.; Younesian, D.; & Esmailzadeh, E. (2005). Optimal placement of active bars in smart structures. In Proc. IEEE int. conf. on mechatronics & automation, Niagara Falls Canada (pp. 1-6).
57. J.N. Yang, J.C. Wu, A.K. Agrawal, and S.Y. Hsu Sliding mode control with compensator for wind and seismic response control Earthquake Engineering and Structural Dynamics 26 11 1997 1137 1156
58. J.T.P. Yao Concept of structural control ASCE Journal of the Structural Division 98 ST7 1972 1567 1574
59. Yoshida, K.; Kang, S.; & Kim, T. (1994). LQG control and H-infinity control of vibration isolation for multi-degree-of-freedom systems. In Proc. 1st world conf. on struct. cont. (TP4, pp. 43-52).
60. Zitzler, E.; Laumanns, M.; & Thiels, L. (2001). SPEA2: Improving the strength Pareto evolutionary algorithm. Technical Report 103, Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland.
61. Zitzler, E.; Laumanns, M.; & Thiele, L. (2002). SPEA2: Improving the strength Pareto evolutionary algorithm for multiobjecitve optimization. In K. Giannakoglou, D. Tsahalis, J. Periaux, K. Papailiou, T. Fogarty (Eds.), Evolutionary methods for design, optimization and control. Barcelona, Spain.
62. E. Zitzler, and L. Thiele Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach IEEE Transaction on Evolutionary Computation 3 4 1999 257 271