Title: University hall furniture design based on anthropometry: an artificial neural network approach
Authors: Tanveer Hossain Bhuiyan; Md. Shahriar Jahan Hossain
Addresses: Department of IPE, BUET, Dhaka-1000, Bangladesh ' Department of IPE, BUET, Dhaka-1000, Bangladesh
Abstract: Anthropometry is one of the most important parts of ergonomics. It is necessary to consider the anthropometric measurements as well as to follow the ergonomic guidelines in designing any furniture in which people perform their regular activities. The purpose of this research was to develop a methodology in designing ergonomic furniture used by the university hall students based on anthropometric measurements and using the artificial neural network (ANN). In this research two easy to measure anthropometric dimensions: 'stature' and 'weight' has been selected and ANN has been used to predict the other 35 difficult to measure linear anthropometric dimensions from the two easy-to-measure ones. A computer programme has been developed to get the ergonomic design of furniture using these anthropometric dimensions of that particular person. A mismatch analysis has also been made to determine the mismatches of furniture design resulting from this research in comparison to actual body dimensions of that particular person.
Keywords: anthropometry; ergonomics; artificial neural networks; ANNs; mismatch analysis; university halls of residence; furniture design; ergonomic furniture; stature; weight; body dimensions.
International Journal of Industrial and Systems Engineering, 2015 Vol.20 No.4, pp.469 - 482
Available online: 19 Jun 2015 *Full-text access for editors Access for subscribers Purchase this article Comment on this article