Smart Microvibration Control of High-Tech Industry Facilities using Multi-Objective Genetic Algorithm

Reduction of microvibration is regarded as important in high-technology facilities with high precision equipments. In this paper, smart control technology is used to improve the microvibration control performance. Mr damper is used to make a smart base isolation system amd fuzzy logic control algorithm is employed to appropriately control the MR damper. In order to develop optimal fuzzy control algorithm, a multi-objective genetic algorithm is used in this study. As an excitation, a train-induced ground acceleration is used for time history analysis and three-story example building structure is employed. Microvibration control performance of passive and smart base isolation systems have been investigated in this study. Numerical simulation results show that the multi-objective genetic algorithm can provide optimal fuzzy logic controllers for smart base isolation system and the smart control system can effectively reduce microvibration of a high-technology facility subjected to train-induced excitation.

[1]  Y. Wen Method for Random Vibration of Hysteretic Systems , 1976 .

[2]  H. Kuppelwieser,et al.  A TOOL FOR PREDICTING VIBRATION AND STRUCTURE-BORNE NOISE IMMISSIONS CAUSED BY RAILWAYS , 1996 .

[3]  Khaldoon A. Bani-Hani,et al.  Semi‐active neuro‐control for base‐isolation system using magnetorheological (MR) dampers , 2006 .

[4]  Farzad Naeim,et al.  Design of seismic isolated structures : from theory to practice , 1999 .

[5]  Hyun-Su Kim,et al.  Microvibration Control of High Technology Facilities Subjected to Train-induced Excitation using Smart Base Isolation , 2012 .

[6]  E. H. Mamdani,et al.  An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Man Mach. Stud..

[7]  Kalyanmoy Deb,et al.  A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II , 2000, PPSN.

[8]  C.J.C. Jones,et al.  PREDICTION OF GROUND VIBRATION FROM FREIGHT TRAINS , 1996 .

[9]  Hem Hunt MODELLING OF RAIL VEHICLES AND TRACK FOR CALCULATION OF GROUND-VIBRATION TRANSMISSION INTO BUILDINGS , 1996 .

[10]  Shirley J. Dyke,et al.  Control?structure interaction for micro-vibration structural control , 2012 .

[11]  Hyun-Su Kim,et al.  Multi-objective Fuzzy Control of a Spacial Structure using Smart Base Isolation System , 2011 .

[12]  Erik A. Johnson,et al.  "Smart" Isolation for Seismic Control , 2000 .

[13]  Colin G. Gordon Generic criteria for vibration-sensitive equipment , 1992, Other Conferences.