Title :
Research of optimal placement of gearbox sensor based on particle swarm optimization
Author :
Hongxia, Pan ; Xiuye, Wei ; Xin, Xu
Author_Institution :
Sch. of Mech. Eng. & Autom., North Univ. of China, Taiyuan, China
Abstract :
This paper discusses the optimization layout of the acceleration sensor and application of particle swarm optimization (PSO) algorithm to solve the fitness problems of such optimization. Based on the gearbox finite element modeling and the result of modal analysis, use the particle swarm optimization with adaptive velocity (VPSO) algorithm, and take the two kinds of fitness function as evaluation goal, has realized the optimization and positioning of gearbox sensor layout, analyzed optimization result.
Keywords :
acceleration measurement; finite element analysis; gears; modal analysis; particle swarm optimisation; sensor placement; acceleration sensor; finite element modeling; gearbox; modal analysis; optimal placement; particle swarm optimization; sensor layout; Biosensors; Condition monitoring; Fault diagnosis; Gears; Intelligent sensors; Optimization methods; Particle swarm optimization; Position measurement; Sensor phenomena and characterization; Sensor systems;
Conference_Titel :
Industrial Informatics (INDIN), 2010 8th IEEE International Conference on
Conference_Location :
Osaka
Print_ISBN :
978-1-4244-7298-7
DOI :
10.1109/INDIN.2010.5549454
