TY - GEN
T1 - An ANFIS model for forecasting risk by Overall Equipment Effectiveness parameter in Total Productive Maintenance
AU - Bekar, E. Turanoglu
AU - Cakmakci, M.
AU - Kahraman, Cengiz
PY - 2013
Y1 - 2013
N2 - In this study, Adaptive Neuro-Fuzzy Inference System (ANFIS) is used to obtain forecasted results for Overall Equipment Effectiveness (OEE) parameter in Total Productive Maintenance (TPM) through some predetermined inputs such as availability, performance efficiency and rate of quality. Triangular type of membership functions was determined as low, medium, and high for each input parameter in the ANFIS model. This study is important to forecast the risk by OEE in the TPM. With the predicted results of OEE performance an appropriate maintenance strategy can be developed and the production can be improved. This can also help reducing the risk level of breakdowns or failures at any critical equipment.
AB - In this study, Adaptive Neuro-Fuzzy Inference System (ANFIS) is used to obtain forecasted results for Overall Equipment Effectiveness (OEE) parameter in Total Productive Maintenance (TPM) through some predetermined inputs such as availability, performance efficiency and rate of quality. Triangular type of membership functions was determined as low, medium, and high for each input parameter in the ANFIS model. This study is important to forecast the risk by OEE in the TPM. With the predicted results of OEE performance an appropriate maintenance strategy can be developed and the production can be improved. This can also help reducing the risk level of breakdowns or failures at any critical equipment.
UR - http://www.scopus.com/inward/record.url?scp=84887906172&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84887906172
SN - 9781138000193
T3 - Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013
SP - 229
EP - 235
BT - Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013
T2 - 4th International Conference on Risk Analysis and Crisis Response, RACR 2013
Y2 - 27 August 2013 through 29 August 2013
ER -