Toplam ekipman etkinliği (OEE) analizi ve iyileştirmesi: Otomotiv sektörü sızdırmazlık elemanları işletmesinde uygulama
Year 2023,
, 69 - 82, 25.03.2023
Nesimi Kök
,
Mehmet Selami Yıldız
Abstract
Bu çalışmanın amacı otomotiv yan sanayi sektöründe sızdırmazlık elemanları üreten bir işletmenin darboğaz oluşturan makinelerindeki sorunlarını ortaya çıkarmak ve çözüm önerileri geliştirmektir. Çalışmada, Toplam Ekipman Etkinliği (OEE) yöntemleri kullanılmıştır. Kullanılabilirlik, Performans, Kalite Etkinliklerinin bir fonksiyonu olarak kullanılan OEE analizleri iki ayrı hat için tamamlanmıştır. Otomotiv yan sanayi sektörüne parça tedariki sağlayan firmanın üç ay boyunca ilgili verileri toplanarak analizler yapılmıştır. Üretim sistemlerinde kullanılan iki aynı teknolojiye sahip üretim hattı OEE değerleri arasında farklılıklar tespit edilmiştir. Bu farklılıkların nedenleri arasında duruş sürelerinin fazla olması, hatalı ürünlerdeki analizlerin yetersiz olması öne çıkan bulgular olarak değerlendirilmiştir. Toplam Ekipman Etkinliğine (OEE) yönelik çerçeve eksikliğini gidermek uygulamalara zenginlik kazandırmak ve otomotiv yan sanayi sektöründe faaliyet gösteren bir işletmenin darboğaz oluşturan makinelerindeki sorunlarını ortaya çıkararak çözmektir. OEE değerlerine yönelik ortaya çıkan analizler sonrası işletmeye değerlerin iyileştirilebileceği alanlar ve kayıpların kök nedenlerine ait öneriler sunulmuştur. İşletmeye Total Productive Maintenance (TPM) ve OEE kapsamında mevcut durumlarının hangi seviye de olduğuna yönelik analiz sonuçları verilmiştir. OEE hesaplamalarında kullanılan bileşenlerin teorik bilgi ile karşılaştırılması yapılarak işletmenin iyileştirmesi gereken alanlar paylaşılmıştır. Endüstri uygulamaları ile literatür uyumunun eşleştirilmesi sağlanmıştır.
References
- Acar, Ö. E., & Çakırkaya, M. (2018). Bir üretim hattında toplam ekipman etkinliğinin ölçülmesi ve geliştirilmesi üzerine bir uygulama. Gümüşhane Üniversitesi Sosyal Bilimler Enstitüsü Elektronik Dergisi, 9(24), 217-230.
- Ahuja, I. P. S., & Khamba, J. S. (2008). Total productive maintenance: Literature review and directions. International Journal of Quality & Reliability Management, 25(7), 709-756. doi: 10.1108/02656710810890890.
- Almeanazel, O. T. R. (2010). Total productive maintenance review and overall equipment effectiveness measurement. Jordan Journal of Mechanical and Industrial Engineering, 4(4), 517-522.
- Andersson, C., & Bellgran, M. (2011, May). Combining overall equipment efficiency (OEE) and productivity measures as drivers for production improvements. In Proceedings of the 4th Swedish Production Symposium (SPS11) (pp. 3-5).
- Andersson, C., & Bellgran, M. (2015). On the complexity of using performance measures: Enhancing sustained production improvement capability by combining OEE and productivity. Journal of Manufacturing Systems, 35, 144-154.
- Anvari, F., & Edwards, R. (2011). Performance measurement based on a total quality approach. International Journal of Productivity and Performance Management, 60(5), 512-528.
- Bamber, C. J., Sharp, J. M., & Hides, M. T. (1999). Factors affecting successful implementation of total productive maintenance: A UK manufacturing case study perspective. Journal of Quality in Maintenance Engineering, 5(3), 162-181. doi: 10.1108/13552519910282601
- Badiger, A. S., & Gandhinathan, R. (2008). A proposal: Evaluation of OEE and impact of six big losses on equipment earning capacity. International Journal of Process Management and Benchmarking, 2(3), 234-248.
- Badiger, A. S., Gandhinathan, R., & Gaitonde, V. N. (2008). A methodology to enhance equipment performance using the OEE measure. European Journal of Industrial Engineering, 2(3), 356-376.
- Bengtsson, M., Andersson, L. G., & Ekström, P. (2021). Measuring preconceived beliefs on the results of overall equipment effectiveness–A case study in the automotive manufacturing industry. Journal of Quality in Maintenance Engineering, 28(2), 391-410. doi: 10.1108/JQME-03-2020-0016.
- Binti Aminuddin, N. A., Garza-Reyes, J. A., Kumar, V., Antony, J., & Rocha-Lona, L. (2016). An analysis of managerial factors affecting the implementation and use of overall equipment effectiveness. International Journal of Production Research, 54(15), 4430-4447.
- Bon, A. T., & Lim, M. (2015, March). Total Productive Maintenance in automotive industry: Issues and effectiveness. In 2015 international conference on industrial engineering and operations management (IEOM) (pp. 1-6). IEEE.
- Braglia, M., Castellano, D., Frosolini, M., & Gallo, M. (2019). Integrating considerations of uncertainty within the OEE of a manufacturing line. International Journal of Industrial and Systems Engineering, 32(4), 469-496.
- Brah, S. A., & Chong, W. K. (2004). Relationship between total productive maintenance and performance. International Journal of Production Research, 42(12), 2383-2401.
- Chan, F. T. S., Lau, H. C. W., Ip, R. W. L., Chan, H. K., & Kong, S. (2005). Implementation of total productive maintenance: A case study. International Journal of Production Economics, 95(1), 71-94.
- Chand, G., & Shirvani, B. (2000). Implementation of TPM in cellular manufacture. Journal of Materials Processing Technology, 103(1), 149-154.
- Cheah, C. K., Prakash, J., & Ong, K. S. (2020). An integrated OEE framework for structured productivity improvement in a semiconductor manufacturing facility. International Journal of Productivity and Performance Management, 69,1081-1105.
- Cua, K. O., McKone, K. E., & Schroeder, R. G. (2001). Relationships between implementation of TQM, JIT, and TPM and manufacturing performance. Journal of operations management, 19(6), 675-694.
- Dal, B., Tugwell, P., & Greatbanks, R. (2000). Overall equipment effectiveness as a measure of operational improvement–a practical analysis. International Journal of Operations & Production Management, 20(12), 1488-1502.
- Garza‐Reyes, J. A., Eldridge, S., Barber, K. D., & Soriano‐Meier, H. (2010). Overall equipment effectiveness (OEE) and process capability (PC) measures: A relationship analysis. International Journal of Quality & Reliability Management, 27(1), 48-62. doi: 10.1108/02656711011009308
- GoodSolutions, A. B. (2012, May). Good Solutions customer survey. In FFI production research conference (In Swedish): Mötesplats för framtidens framgångsrika verkstäder, Katrineholm, Sweden (pp. 22-24).
- Görener, A. (2012). Toplam verimli bakım ve ekipman etkinliği: Bir imalat işletmesinde uygulama. Ejovoc (Electronic Journal of Vocational Colleges), 2(1), 15-20.
- Gupta, P., & Vardhan, S. (2016). Optimizing OEE, productivity and production cost for improving sales volume in an automobile industry through TPM: A case study. International Journal of Production Research, 54(10), 2976-2988.
- Hedman, R., Subramaniyan, M., & Almström, P. (2016). Analysis of critical factors for automatic measurement of OEE. Procedia Cirp, 57, 128-133.
- Huang, S. H., Dismukes, J. P., Shi, J., Su, Q. I., Razzak, M. A., Bodhale, R., & Robinson, D. E. (2003). Manufacturing productivity improvement using effectiveness metrics and simulation analysis. International Journal of Production Research, 41(3), 513-527.
- Iannone, R., & Elena, M. (2013). Managing OEE to optimize factory performance. Operations Management, 31-50. doi: 10.5772/55322
- Ingemansson, A. (2004). On reduction of production disturbances in manufacturing systems based on discrete-event simulation. (PhD Thesis). Lund University.
- Jain, A., Bhatti, R., & Singh, H. (2014). Total productive maintenance (TPM) implementation practice: A literature review and directions. International Journal of Lean Six Sigma, 5(3), 293-323.
- Jasiulewicz-Kaczmarek, M., & Gola, A. (2019). Maintenance 4.0 technologies for sustainable manufacturing-an overview. IFAC-PapersOnLine, 52(10), 91-96.
- Ljungberg, Õ. (1998). Measurement of overall equipment effectiveness as a basis for TPM activities. International Journal of Operations & Production Management, 18(5), 495-507. doi: 10.1108/01443579810206334.
- Miyake, D. I. (1995). Improving manufacturing systems performance by complementary application of just-in-time, total quality control and total productive maintenance paradigms. Total Quality Management, 6(4), 345-364.
- Muchiri, P., & Pintelon, L. (2008). Performance measurement using overall equipment effectiveness (OEE): Literature review and practical application discussion. International Journal of Production Research, 46(13), 3517-3535.
- Nakajima, S. (1988). Introduction to TPM: Total productive maintenance. (Translation). Productivity Press, Inc., 1988,, 129.
- Özkan, N. F., Ada, E. C., & Genlik, S. (2019). Toplam ekipman etkinliğinin iyileştirilmesinde Triz kullanımı: Bir uygulama. Verimlilik Dergisi, (2), 169-184.
- Parida, A., Kumar, U., Galar, D., & Stenström, C. (2015). Performance measurement and management for maintenance: a literature review. Journal of Quality in Maintenance Engineering, 21(1), 2-33.
- Saleem, F., Nisar, S., Khan, M. A., Khan, S. Z., & Sheikh, M. A. (2017). Overall equipment effectiveness of tyre curing press: A case study. Journal of Quality in Maintenance Engineering, 23(1), 39-56. doi: 10.1108/JQME-06-2015-0021
- Saraç, M. S., Tekin, O., Doğanay, E., & Elevli, S. (2007). Toplam ekipman etkinliğinin Kütahya ilinde bir porselen üretim işletmesinde uygulanması. YA/EM 2007 Yöneylem Araştırması ve Endüstri Mühendisliği XXVII. Ulusal Kongresinde Sunulmuş Bildiri.
- Singh, R., Gohil, A. M., Shah, D. B., & Desai, S. (2013). Total productive maintenance (TPM) implementation in a machine shop: A case study. Procedia Engineering, 51, 592-599.
- Sarı, E. B. (2019). Measuring the performances of the machines via Preference Selection Index (PSI) method and comparing them with values of Overall Equipment Efficiency (OEE). İzmir İktisat Dergisi, 34(4), 573-581.
- Skoogh, A., Johansson, B., & Hansson, L. (2011, June). Data requirements and representation for simulation of energy consumption in production systems. In Proceedings of the 44th CIRP Conference on Manufacturing Systems (pp. 1-3).
- Sohal, A., Olhager, J., O’Neill, P., & Prajogo, D. (2010). Implementation of OEE–issues and challenges. Proceedings of APMS 2010 - International Conference on Advances in Production Management Systems.
- Tsarouhas, P. H. (2013). Evaluation of overall equipment effectiveness in the beverage industry: a case study. International Journal of Production Research, 51(2), 515-523.
- Tsarouhas, P. (2018). Improving operation of the croissant production line through overall equipment effectiveness (OEE): A case study. International journal of productivity and performance management, 68(1), 88-108. doi: 10.1108/IJPPM-02-2018-0060
- Wang, F. K., & Lee, W. (2001). Learning curve analysis in total productive maintenance. Omega, 29(6), 491-499.
- Ylipää, T., Skoogh, A., Bokrantz, J., & Gopalakrishnan, M. (2017). Identification of maintenance improvement potential using OEE assessment. International Journal of Productivity and Performance Management 66(1), 126-143. doi: 10.1108/IJPPM-01-2016-0028
- Zammori, F., Braglia, M., & Frosolini, M. (2011). Stochastic overall equipment effectiveness. International Journal of Production Research, 49(21), 6469-6490.
- Wudhikarn, R. (2016). Implementation of the overall equipment cost loss (OECL) methodology for comparison with overall equipment effectiveness (OEE). Journal of quality in maintenance engineering, 22(1), 81-93. doi: 10.1108/JQME-12-2011-0001
- Wudhikarn, R. (2011, December). Implementation of overall equipment effectiveness in wire mesh manufacturing. In 2011 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 819-823). IEEE.
Overall equipment efficiency (OEE) analysis and improvement: Application in an automotive sealing system industry
Year 2023,
, 69 - 82, 25.03.2023
Nesimi Kök
,
Mehmet Selami Yıldız
Abstract
The aim of this study is to reveal the problems in the bottleneck machines of an enterprise producing sealing elements in the automotive supplier industry and to develop solution proposals. Overall Equipment Effectiveness (OEE) methods were used in this study. OEE analyzes used as a function of availability, performance and quality efficiency were completed for two lines. The relevant data of the company, which supplies parts to the automotive company were collected for three months and analyzed. Differences were determined between the OEE values of two production lines with the same technology used in production systems. Among the causes for these differences, excessive downtime and insufficient analyzes on failure products were considered as significant findings. Practicing diversity to eliminate the lack of framework for OEE and to solve the problems of an enterprise operating in the automotive industry by revealing the bottleneck machines. After the analysis of the OEE values, recommendations were made about the areas where the values could be improved and the root causes of the losses. In addition, analyzes regarding the current status of the company within the scope of TPM and OEE were given. The areas of needing of the company were shared by comparing the components used in OEE calculations with the theoretical knowledge. Industry practices and literature compatibility were matched.
References
- Acar, Ö. E., & Çakırkaya, M. (2018). Bir üretim hattında toplam ekipman etkinliğinin ölçülmesi ve geliştirilmesi üzerine bir uygulama. Gümüşhane Üniversitesi Sosyal Bilimler Enstitüsü Elektronik Dergisi, 9(24), 217-230.
- Ahuja, I. P. S., & Khamba, J. S. (2008). Total productive maintenance: Literature review and directions. International Journal of Quality & Reliability Management, 25(7), 709-756. doi: 10.1108/02656710810890890.
- Almeanazel, O. T. R. (2010). Total productive maintenance review and overall equipment effectiveness measurement. Jordan Journal of Mechanical and Industrial Engineering, 4(4), 517-522.
- Andersson, C., & Bellgran, M. (2011, May). Combining overall equipment efficiency (OEE) and productivity measures as drivers for production improvements. In Proceedings of the 4th Swedish Production Symposium (SPS11) (pp. 3-5).
- Andersson, C., & Bellgran, M. (2015). On the complexity of using performance measures: Enhancing sustained production improvement capability by combining OEE and productivity. Journal of Manufacturing Systems, 35, 144-154.
- Anvari, F., & Edwards, R. (2011). Performance measurement based on a total quality approach. International Journal of Productivity and Performance Management, 60(5), 512-528.
- Bamber, C. J., Sharp, J. M., & Hides, M. T. (1999). Factors affecting successful implementation of total productive maintenance: A UK manufacturing case study perspective. Journal of Quality in Maintenance Engineering, 5(3), 162-181. doi: 10.1108/13552519910282601
- Badiger, A. S., & Gandhinathan, R. (2008). A proposal: Evaluation of OEE and impact of six big losses on equipment earning capacity. International Journal of Process Management and Benchmarking, 2(3), 234-248.
- Badiger, A. S., Gandhinathan, R., & Gaitonde, V. N. (2008). A methodology to enhance equipment performance using the OEE measure. European Journal of Industrial Engineering, 2(3), 356-376.
- Bengtsson, M., Andersson, L. G., & Ekström, P. (2021). Measuring preconceived beliefs on the results of overall equipment effectiveness–A case study in the automotive manufacturing industry. Journal of Quality in Maintenance Engineering, 28(2), 391-410. doi: 10.1108/JQME-03-2020-0016.
- Binti Aminuddin, N. A., Garza-Reyes, J. A., Kumar, V., Antony, J., & Rocha-Lona, L. (2016). An analysis of managerial factors affecting the implementation and use of overall equipment effectiveness. International Journal of Production Research, 54(15), 4430-4447.
- Bon, A. T., & Lim, M. (2015, March). Total Productive Maintenance in automotive industry: Issues and effectiveness. In 2015 international conference on industrial engineering and operations management (IEOM) (pp. 1-6). IEEE.
- Braglia, M., Castellano, D., Frosolini, M., & Gallo, M. (2019). Integrating considerations of uncertainty within the OEE of a manufacturing line. International Journal of Industrial and Systems Engineering, 32(4), 469-496.
- Brah, S. A., & Chong, W. K. (2004). Relationship between total productive maintenance and performance. International Journal of Production Research, 42(12), 2383-2401.
- Chan, F. T. S., Lau, H. C. W., Ip, R. W. L., Chan, H. K., & Kong, S. (2005). Implementation of total productive maintenance: A case study. International Journal of Production Economics, 95(1), 71-94.
- Chand, G., & Shirvani, B. (2000). Implementation of TPM in cellular manufacture. Journal of Materials Processing Technology, 103(1), 149-154.
- Cheah, C. K., Prakash, J., & Ong, K. S. (2020). An integrated OEE framework for structured productivity improvement in a semiconductor manufacturing facility. International Journal of Productivity and Performance Management, 69,1081-1105.
- Cua, K. O., McKone, K. E., & Schroeder, R. G. (2001). Relationships between implementation of TQM, JIT, and TPM and manufacturing performance. Journal of operations management, 19(6), 675-694.
- Dal, B., Tugwell, P., & Greatbanks, R. (2000). Overall equipment effectiveness as a measure of operational improvement–a practical analysis. International Journal of Operations & Production Management, 20(12), 1488-1502.
- Garza‐Reyes, J. A., Eldridge, S., Barber, K. D., & Soriano‐Meier, H. (2010). Overall equipment effectiveness (OEE) and process capability (PC) measures: A relationship analysis. International Journal of Quality & Reliability Management, 27(1), 48-62. doi: 10.1108/02656711011009308
- GoodSolutions, A. B. (2012, May). Good Solutions customer survey. In FFI production research conference (In Swedish): Mötesplats för framtidens framgångsrika verkstäder, Katrineholm, Sweden (pp. 22-24).
- Görener, A. (2012). Toplam verimli bakım ve ekipman etkinliği: Bir imalat işletmesinde uygulama. Ejovoc (Electronic Journal of Vocational Colleges), 2(1), 15-20.
- Gupta, P., & Vardhan, S. (2016). Optimizing OEE, productivity and production cost for improving sales volume in an automobile industry through TPM: A case study. International Journal of Production Research, 54(10), 2976-2988.
- Hedman, R., Subramaniyan, M., & Almström, P. (2016). Analysis of critical factors for automatic measurement of OEE. Procedia Cirp, 57, 128-133.
- Huang, S. H., Dismukes, J. P., Shi, J., Su, Q. I., Razzak, M. A., Bodhale, R., & Robinson, D. E. (2003). Manufacturing productivity improvement using effectiveness metrics and simulation analysis. International Journal of Production Research, 41(3), 513-527.
- Iannone, R., & Elena, M. (2013). Managing OEE to optimize factory performance. Operations Management, 31-50. doi: 10.5772/55322
- Ingemansson, A. (2004). On reduction of production disturbances in manufacturing systems based on discrete-event simulation. (PhD Thesis). Lund University.
- Jain, A., Bhatti, R., & Singh, H. (2014). Total productive maintenance (TPM) implementation practice: A literature review and directions. International Journal of Lean Six Sigma, 5(3), 293-323.
- Jasiulewicz-Kaczmarek, M., & Gola, A. (2019). Maintenance 4.0 technologies for sustainable manufacturing-an overview. IFAC-PapersOnLine, 52(10), 91-96.
- Ljungberg, Õ. (1998). Measurement of overall equipment effectiveness as a basis for TPM activities. International Journal of Operations & Production Management, 18(5), 495-507. doi: 10.1108/01443579810206334.
- Miyake, D. I. (1995). Improving manufacturing systems performance by complementary application of just-in-time, total quality control and total productive maintenance paradigms. Total Quality Management, 6(4), 345-364.
- Muchiri, P., & Pintelon, L. (2008). Performance measurement using overall equipment effectiveness (OEE): Literature review and practical application discussion. International Journal of Production Research, 46(13), 3517-3535.
- Nakajima, S. (1988). Introduction to TPM: Total productive maintenance. (Translation). Productivity Press, Inc., 1988,, 129.
- Özkan, N. F., Ada, E. C., & Genlik, S. (2019). Toplam ekipman etkinliğinin iyileştirilmesinde Triz kullanımı: Bir uygulama. Verimlilik Dergisi, (2), 169-184.
- Parida, A., Kumar, U., Galar, D., & Stenström, C. (2015). Performance measurement and management for maintenance: a literature review. Journal of Quality in Maintenance Engineering, 21(1), 2-33.
- Saleem, F., Nisar, S., Khan, M. A., Khan, S. Z., & Sheikh, M. A. (2017). Overall equipment effectiveness of tyre curing press: A case study. Journal of Quality in Maintenance Engineering, 23(1), 39-56. doi: 10.1108/JQME-06-2015-0021
- Saraç, M. S., Tekin, O., Doğanay, E., & Elevli, S. (2007). Toplam ekipman etkinliğinin Kütahya ilinde bir porselen üretim işletmesinde uygulanması. YA/EM 2007 Yöneylem Araştırması ve Endüstri Mühendisliği XXVII. Ulusal Kongresinde Sunulmuş Bildiri.
- Singh, R., Gohil, A. M., Shah, D. B., & Desai, S. (2013). Total productive maintenance (TPM) implementation in a machine shop: A case study. Procedia Engineering, 51, 592-599.
- Sarı, E. B. (2019). Measuring the performances of the machines via Preference Selection Index (PSI) method and comparing them with values of Overall Equipment Efficiency (OEE). İzmir İktisat Dergisi, 34(4), 573-581.
- Skoogh, A., Johansson, B., & Hansson, L. (2011, June). Data requirements and representation for simulation of energy consumption in production systems. In Proceedings of the 44th CIRP Conference on Manufacturing Systems (pp. 1-3).
- Sohal, A., Olhager, J., O’Neill, P., & Prajogo, D. (2010). Implementation of OEE–issues and challenges. Proceedings of APMS 2010 - International Conference on Advances in Production Management Systems.
- Tsarouhas, P. H. (2013). Evaluation of overall equipment effectiveness in the beverage industry: a case study. International Journal of Production Research, 51(2), 515-523.
- Tsarouhas, P. (2018). Improving operation of the croissant production line through overall equipment effectiveness (OEE): A case study. International journal of productivity and performance management, 68(1), 88-108. doi: 10.1108/IJPPM-02-2018-0060
- Wang, F. K., & Lee, W. (2001). Learning curve analysis in total productive maintenance. Omega, 29(6), 491-499.
- Ylipää, T., Skoogh, A., Bokrantz, J., & Gopalakrishnan, M. (2017). Identification of maintenance improvement potential using OEE assessment. International Journal of Productivity and Performance Management 66(1), 126-143. doi: 10.1108/IJPPM-01-2016-0028
- Zammori, F., Braglia, M., & Frosolini, M. (2011). Stochastic overall equipment effectiveness. International Journal of Production Research, 49(21), 6469-6490.
- Wudhikarn, R. (2016). Implementation of the overall equipment cost loss (OECL) methodology for comparison with overall equipment effectiveness (OEE). Journal of quality in maintenance engineering, 22(1), 81-93. doi: 10.1108/JQME-12-2011-0001
- Wudhikarn, R. (2011, December). Implementation of overall equipment effectiveness in wire mesh manufacturing. In 2011 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 819-823). IEEE.