Performance Monitoring over Time by Data Envelopment Analysis and Statistical Control Charts (A Real Maintenance Unit as Case Study)

Subject Areas : International Journal of Data Envelopment Analysis

Hamidreza Izadbakhsh ¹ , Ali Moradi ²

1 - Department of Industrial Engineering, Faculty of Engineering, Kharazmi University, Tehran, Iran
2 - Department of Industrial Engineering, Faculty of Engineering, Kharazmi University, Terhran, Iran

Received: 2022-02-03 Accepted : 2022-05-01 Published : 2022-05-01

Keywords: Super-efficiency, Data Envelopment Analysis, Control chart, Performance evaluation, EWMA, I-MR,

Abstract :

Data envelopment analysis (DEA) is a well-known approach for measuring performance of units in the presence of multiple input and output variables. Statistical control charts, on the other hand, have been developed for monitoring performance over the time and for distinguishing between in-control and out-control states. Using advantages of these approaches in this paper, an integrated model is proposed for measuring and controlling performance of unit(s) over the time. A real maintenance unit and its data are used as a case study for better understanding of the proposed model.