생산설비의 열화에 따른 가공품의 품질저하를 고려한 경제적 예방보수 모형
Economic Preventive Maintenance Model Considering the Quality Degradation of Processed Products Due to System Deterioration
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초록
This study introduces an analytical model for determining a economic preventive maintenance period of a production system, considering changes in the product quality level due to deterioration. The economic preventive maintenance period is optimal if the expected cost rate, comprising failure, maintenance, and quality costs, is minimized under an age-dependent maintenance policy. The quality cost is evaluated based on the precision of the product using the concept of a loss function. The model is developed assuming that a system can experience failure and deterioration during production, and that the deterioration comes with the quality-down of processed products. Failure and deterioration are assumed to follow a Poisson process with parameters λf and λd, respectively. In addition, maintenance activities are assumed to restore the system conditions when the system is initially set.
Abstract
This study introduces an analytical model for determining a economic preventive maintenance period of a production system, considering changes in the product quality level due to deterioration. The economic preventive maintenance period is optimal if the expected cost rate, comprising failure, maintenance, and quality costs, is minimized under an age-dependent maintenance policy. The quality cost is evaluated based on the precision of the product using the concept of a loss function. The model is developed assuming that a system can experience failure and deterioration during production, and that the deterioration comes with the quality-down of processed products. Failure and deterioration are assumed to follow a Poisson process with parameters λf and λd, respectively. In addition, maintenance activities are assumed to restore the system conditions when the system is initially set.
참고문헌 (35)
- 박종훈, "A PM Policy for a Production System Considering the Quality Cost of Processed Products", 경영연구, 30(4), pp.113~129 (2015), 한국산업경영학회[DOI]
- Kim, D. H., "Compensation Apparatus of Heat Distortion and Real-time Correction for Knowledge-Evolution based Machine Tools", Journal of the Korean Society for Precision Engineering, 26(1), pp.38~42 (2009)
- 오승열, "비례 수명 감소 모형을 사용한 절삭공구의 연마효과 및 경제적 수명 분석", 산업공학(IE interfaces), 19(4), pp.316~323 (2006), 대한산업공학회
- 이도경, "Cpm+ 기준에서의 공정평균이동에 대한 재조정 기간 결정", 한국산업경영시스템학회지, 41(1), pp.110~117 (2018), 한국산업경영시스템학회[DOI]
- 이도경, "생산량과 공정분산이 변하는 공정평균이동 문제의 마모한계 결정", 한국산업경영시스템학회지, 43(3), pp.95~100 (2020), 한국산업경영시스템학회[DOI]
- Ohnishi, M., "An optimal inspection and replacement policy for a deteriorating system", Journal of Applied Probability, 23(4), pp.973~988 (1986)
- Jayabalan, V., "Optimal maintenance and replacement policy for a deteriorating system with increased mean downtime", Naval Research Logistics, 39(1), pp.67~78 (1992)
- Zhou, C., "Tool Status Recording and Its Use in Probability Optimization", Journal of Engineering for Industry, 114(4), pp.494~499 (1992)
- Teresa Lam, C., "Optimal replacement policies for multistate deteriorating systems", Naval Research Logistics, 41(3), pp.303~315 (1994)
- Yeh, R. H., "Optimal inspection and replacement policies for multi-state deteriorating systems", European Journal of Operational Research, 96(2), pp.248~259 (1997)
- Chick, S., "Using Wear Curves to Predict the Cost of Changes in Cutting Conditions", Journal of Manufacturing Science and Engineering, 120(1), pp.166~168 (1998)
- Hui, Y. V., "Optimal machining conditions with costs of quality and tool maintenance for turning", International Journal of Production Research, 39(4), pp.647~665 (2001)
- 이상천, "브로칭 공구의 수명 분석", 산업공학(IE interfaces), 15(1), pp.8~72 (2002), 대한산업공학회
- Manuele, J., "Control Chart for Determining Tool Wear", Industrial Quality Control, 1, pp.7~10 (1945)
- Gibra, I. N., "Optimal Control Processes Subject to Linear Trends", The Journal of Industrial Engineering, 18, pp.35~41 (1967)
- Kamat, S. J., "A Smoothed Bayes Control of a Variable Quality Characteristic with Linear Shift", Jounal of Quality Technology, 8, pp.98~104 (1976)
- Bisgaard, S., "Pallesen, L, Economic Selection of Quality of Manufactured Product", Technometrics, 26, pp.9~18 (1984)
- Arcelus, F. J., "Selection of the Most Economical Production Plan in a Tool-Wear Process", Technometrics, 27, pp.433~437 (1985)
- Quesenberry, C. P., "A SPG Approach to Compensating a Tool-Wear Process", Journal of Quality Technology, 20(4), pp.220~229 (1988)
- Ahn G. H., "Determination of Starting Value and the Resetting Time for a Production Process with Linear Shift in a Process Mean", Journal of the Korean Society for Quality Management, 26, pp.51~64 (1998)
- Lee M. K., "Determ ination of t he Optimal Target Values for a Canning Process with Linear Shift in the Mean", Journal of the Korean Institute of Industrial Engineers, 20, pp.3~13 (1994)
- 이재훈, "공정평균의 변화율이 정규분포인 제조공정의 최적 목표값", 품질경영학회지, 38(4), pp.540~548 (2010), 한국품질경영학회
- Arcelus, F. J., "Optimal Production Run for a Normally Distributed Quality Characteristics Exhibiting Non-Negative Shifts in Process Mean and Variance", IIE Transactions, 14(2), pp.90~98 (1982)
- Lee, D. K., "Determination of Wear Limit and the Initial Setting Position of Tool for a Machining Process", Journal of the Society of Korea Industrial and Systems Engineering, 17, pp.91~98 (1994)
- Spiring, F. A., "A General Class of Loss Functions with Industrial Applications", Journal of Quality Technology, 30(2), pp.152~162 (1998)
- Lofthouse, T., "The Taguchi loss function", International Journal of Productivity and Performance Management, 48(6), pp.218~223 (1999)[DOI]
- Taguchi, G., "Introduction to Quality Engineering:Designing Quality into Products and Process" (1986), Kraus
- Elsayed, E. A., "An economic design of x control chart using quadratic loss function", International Journal of Production Research, 32(4), pp.873~887 (1994)
- Alexander, S. M., "Economic design of control charts using the Taguchi loss function", Computers and Industrial Engineering, 28(3), pp.671~679 (1995)
- Boyles, R. A., "The Taguchi Capability Index", Journal of Quality Technology, 23(1), pp.17~26 (1991)
- Ahn G. H., "Determination of Starting Value and the Resetting Time for a Production Process with Linear Shift in a Process Mean", Journal of the Korean Society for Quality Management, 26, pp.51~64 (1998)
- Chen C. H., "Determining the optimum process mean based on Asymmetric Quality Loss Function and Rectifying Inspection Plan", IEEE: Industrial Engineering Management Conference, pp.1080~1084 (2004)
- Rahim M. A., "Integrated Model for Determining the Optimal Initial Settings of the Process Mean and the Optimal Production Run Assuming Quadratic Loss Functions", International Journal of Production Research, 42, pp.3281~3300 (2004)
- Makis, V., "Optimal tool replacement with asymmetric quadratic loss", IIIE Transaction, 28(6), pp.463~466 (1996)
- 이열교, "무기체계의 운용신뢰도 분석을 통한 최적 보증기간 결정 방안 연구", 국방품질연구논집(JDQS), 4(1), pp.76~80 (2022), 국방기술품질원[DOI]