TEMPO RATING APPROACH USING FUZZY RULE BASED SYSTEM AND WESTINGHOUSE METHOD FOR THE ASSESSMENT OF NORMAL TIME

Authors

  • Emre Cevikcan Istanbul Technical University
  • Huseyin Selcuk Kilic Marmara University

DOI:

https://doi.org/10.23055/ijietap.2016.23.1.1584

Keywords:

Time study, tempo (performance) rating, Westinghouse method, fuzzy rule based system

Abstract

Tempo rating which aims to obtain the accurate tempo for the workers is an important process for time study applications. It is possible to reach the normal time after finding the precise tempo values. Westinghouse method, based on the factors of skill, effort, environmental conditions and consistency, can be considered as one of the well-known methods among tempo rating approaches. However, crisp numerical values with linguistic terms are used for evaluating each factor in Westinghouse method. In this study, a fuzzy rule based methodology is proposed due to the vague environment of decision making process of tempo rating. The developed methodology includes fuzzy rules for determining the evaluation scores of each factor. The proposed rating system is applied in a bus-bar production system so as to demonstrate its validity. The proposed rating system yields high level of conciseness on the basis of predetermined motion time system.

Author Biographies

Emre Cevikcan, Istanbul Technical University

Emre Cevikcan (PhD) is an instructor in Industrial Engineering from Istanbul Technical University. He received the BS degree in Industrial Engineering from Yıldız Technical University, the MSc degree and PhD degree in Industrial Engineering from Istanbul Technical University. He studied the scheduling of production systems for his PhD dissertation. Emre Cevikcan is currently a lecturer in the Industrial Engineering Department of Istanbul Technical University. His research has so far focused on the design of production systems (assembly lines, production cells, etc.), lean production, scheduling. He has several research papers in International Journal of Production Research, Computers and Industrial Engineering, Expert Systems with Applications, International Journal of Information Technology & Decision Making. He is currently reviewer in Apllied Soft Computing, Journal of Intelligent Manufacturing and Journal of Intelligent and Fuzzy Systems.

Huseyin Selcuk Kilic, Marmara University

Huseyin Selcuk Kilic is currently an instructor in the department of Industrial Engineering in Marmara University. He received the BSc, MSc and PhD degrees in Industrial Engineering from Istanbul Technical University. He studied in-plant logistics design for his PhD dissertation. His main research areas are plant logistics, reverse logistics, lean production, decision making and ergonomics. He has research papers in journals that include Applied Mathematical Modelling, International Journal of Advanced Manufacturing Technology, and Assembly Automation.

Published

2016-03-24

How to Cite

Cevikcan, E., & Kilic, H. S. (2016). TEMPO RATING APPROACH USING FUZZY RULE BASED SYSTEM AND WESTINGHOUSE METHOD FOR THE ASSESSMENT OF NORMAL TIME. International Journal of Industrial Engineering: Theory, Applications and Practice, 23(1). https://doi.org/10.23055/ijietap.2016.23.1.1584

Issue

Section

Work Measurement, Human Factors and Ergonomics