跳到主要內容

臺灣博碩士論文加值系統

(44.200.168.16) 您好!臺灣時間:2023/04/02 02:20
字體大小: 字級放大   字級縮小   預設字形  
回查詢結果 :::

詳目顯示

我願授權國圖
: 
twitterline
研究生:林冠宇
研究生(外文):LIN, KUAN-YU
論文名稱:應用混合模型評估重型車輛系統可靠度
論文名稱(外文):Applying a Hybrid Model to Evaluate the System Reliability of Heavy Vehicles
指導教授:劉建浩劉建浩引用關係
指導教授(外文):LIOU, JIANN-HAW
口試委員:劉建浩黃乾怡許超澤
口試委員(外文):LIOU, JIANN-HAWHUANG, CHINE-YIHSU, CHAO-CHE
口試日期:2021-06-15
學位類別:碩士
校院名稱:國立臺北科技大學
系所名稱:工業工程與管理系
學門:工程學門
學類:工業工程學類
論文種類:學術論文
論文出版年:2021
畢業學年度:109
語文別:中文
論文頁數:88
中文關鍵詞:多準則決策可靠度預估故障樹分析失效模式與影響分析加權總合與加權乘積法
外文關鍵詞:Multi-Criteria Decision-Making (MCDM)Reliability PredictionFailure Mode and Effect Analysis (FMEA)Fault Tree Analysis (FTA)Weighted Aggregated Sum Product Assessment (WASPAS)
相關次數:
  • 被引用被引用:0
  • 點閱點閱:102
  • 評分評分:
  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:0
摘 要 i
ABSTRACT iii
誌謝 v
目錄 vi
表目錄 viii
圖目錄 ix
第一章 緒論 1
1.1 研究背景與動機 1
1.2 研究目的 4
1.3 研究方法與流程 5
第二章 文獻探討 9
2.1 可靠度與風險評估應用在重型車輛相關文獻 9
2.2 可靠度預估 12
2.2.1 類似裝備法 (Similar Equipment Method) 13
2.2.2 類似複雜性法 (Similar Complexity Method) 14
2.2.3 類似功能法 (Similar Function Method) 14
2.2.4 零件計數法 (Part Count Method) 14
2.2.5 零件應力分析法 (Part Stress Analysis Method) 15
2.2.6 可靠度預估應用相關文獻 15
2.3 失效模式與影響分析應用相關文獻 16
2.3.1 FMEA結合MCDM應用相關文獻 20
2.4 加權總合與加權乘積法應用相關文獻 23
2.5 故障樹分析應用相關文獻 25
2.6 結語 26
第三章 研究方法 28
3.1 可靠度基本理論 29
3.1.1 定義 29
3.1.2 指數分布 32
3.1.3 串聯系統 33
3.2 可靠度預估 34
3.3 選擇關鍵風險因子評估失效模式 35
3.3.1 嚴重性 (Severity, S) 35
3.3.2 發生率 (Occurrence, O) 36
3.3.3 檢測率 (Detection, D) 37
3.3.4 預期成本 (Expected cost, E) 38
3.4 加權總合與加權乘積法 (WASPAS) 39
3.5 故障樹分析 41
第四章 實證分析 44
4.1 個案敘述 44
4.2 可靠度預估獲取零件失效率 46
4.3 WASPAS建立關鍵失效模式 47
4.4 FTA分析系統可靠度 53
第五章 討論 60
5.1 結果討論 60
5.2 模型比較 62
第六章 結論與建議 67
6.1 結論 67
6.2 限制與建議 68
參考文獻 69
附錄 80
附錄A BOM表 80
附錄B 可靠度預估結果 83
中文部分:
柯煇耀,可靠度保証-工程與管理技術之應用,臺北市:中華民國品質學會,2008。
楊善國,可靠度工程概論,臺北市:全華圖書股份有限公司,2008。

英文部分:
Abdallah, R., Kouta, R., Sarraf, C., Gaber, J., & Wack, M., 2017. “Fault tree analysis for the communication of a fleet formation flight of UAVs”, Proceedings of the 2nd International Conference on System Reliability and Safety, 202-206, IEEE.
Abedzadeh, S., Roozbahani, A., & Heidari, A., 2020. “Risk Assessment of Water Resources Development Plans Using Fuzzy Fault Tree Analysis”, Water Resources Management, 34 (8), 2549-2569.
Akay, H., & Koçyiğit, M. B., 2020. “Flash flood potential prioritization of sub-basins in an ungauged basin in Turkey using traditional multi-criteria decision-making methods”, Soft Computing, 1-13.
Ang, A. H. S., De Leon, D., & Fan, W., 2021. “Optimal reliability-based design of complex structural systems”, Structural Safety, 90, 102048.
Badalpur, M., & Nurbakhsh, E., 2019. “An application of WASPAS method in risk qualitative analysis: a case study of a road construction project in Iran”, International Journal of Construction Management, 1-9.
Bai, B., Li, Z., & Zhang, J. Y., 2019. “Failure Rate Prediction and Reliability Assessment of RV Reducer”, International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, 364-371.
Bhattacharyya, S. K., & Cheliyan, A. S., 2019. “Optimization of a subsea production system for cost and reliability using its fault tree model”, Reliability Engineering & System Safety, 185, 213-219.
Butnicu, D., & Neacsu, D. O., 2019. “A Case Study for Reliability Evaluation of an External Computer Power Supply”, Electric Power Components and Systems, 47 (4-5), 444-455.
Cables, E., Lamata, M. T., & Verdegay, J. L., 2016. “RIM-reference ideal method in multicriteria decision making”, Information Sciences, 337, 1-10.
Catelani, M., Ciani, L., & Venzi, M., 2018. “Failure modes, mechanisms and effect analysis on temperature redundant sensor stage”, Reliability Engineering & System Safety, 180, 425-433.
Chakraborty, S., Zavadskas, E. K., & Antucheviciene, J., 2015. “Applications of WASPAS method as a multi-criteria decision-making tool”, Economic Computation and Economic Cybernetics Studies and Research, 49 (1), 5-22.
Chin, K. S., Wang, Y. M., Poon, G. K. K., & Yang, J. B., 2009. “Failure mode and effects analysis by data envelopment analysis”, Decision Support Systems, 48 (1), 246-256.
Chiu, M. C., & Hsieh, M. C., 2016. “Latent human error analysis and efficient improvement strategies by fuzzy TOPSIS in aviation maintenance tasks”, Applied ergonomics, 54, 136-147.
Crews, J. H., Mattson, M. G., & Buckner, G. D., 2011. “Multi-objective control optimization for semi-active vehicle suspensions”, Journal of sound and Vibration, 330 (23), 5502-5516.
Cu, X. P., Vintr, Z., Popela, M., & Tran, C. V., 2019. “Using Accelerated Reliability Testing to Predict Reliability of Electronic Components in Combat Vehicles”, Proceedings of the International Conference on Military Technologies, 1-6.
da Costa, M. A. B., Brandão, A. L. T., Santos Jr, J. G., Pinto, J. C., & Nele, M., 2020. “Quantitative FTA using Monte Carlo analyses in a pharmaceutical plant”, European Journal of Pharmaceutical Sciences, 146, 1-13.
Das, S., Dhalmahapatra, K., & Maiti, J., 2020. “Z-number integrated weighted VIKOR technique for hazard prioritization and its application in virtual prototype based EOT crane operations”, Applied Soft Computing, 94, 1-13.
de Almeida, A. T., Alencar, M. H., Garcez, T. V., & Ferreira, R. J. P., 2017. “A systematic literature review of multicriteria and multi-objective models applied in risk management”, IMA Journal of Management Mathematics, 28 (2), 153-184.
Dong, Y., Fu, Z., Stankovski, S., Wang, S., & Li, X., 2020. “Nutritional Quality and Safety Traceability System for China’s Leafy Vegetable Supply Chain Based on Fault Tree Analysis and QR Code”, IEEE Access, 8, 161261-161275.
Ebeling, C. E., 2019. “An Introduction to Reliability and Maintainability Engineering”, In Waveland Press.
Elerath, J. G., & Pecht, M., 2011. “IEEE 1413: A standard for reliability predictions”, IEEE Transactions on Reliability, 61 (1), 125-129.
Ericson, C. A., & Ll, C., 1999. “Fault tree analysis”, Proceedings of the System Safety Conference, Orlando, Florida, 1, 1-9.
Fattahi, R., & Khalilzadeh, M., 2018. “Risk evaluation using a novel hybrid method based on FMEA, extended MULTIMOORA, and AHP methods under fuzzy environment”, Safety Science, 102, 290-300.
Fidan, M. A., Gürgül, U., & Akın, Z. E., 2020. “FMEA-FMECA the Application of Analysis on Electronic Circuit”, Proceedings of the International Conference on Electrical and Electronics Engineering, 17-22.
Ghorabaee, M. K., Zavadskas, E. K., Amiri, M., & Esmaeili, A., 2016. “Multi-criteria evaluation of green suppliers using an extended WASPAS method with interval type-2 fuzzy sets”, Journal of Cleaner Production, 137, 213-229.
Ghoushchi, S. J., Yousefi, S., & Khazaeili, M., 2019. “An extended FMEA approach based on the Z-MOORA and fuzzy BWM for prioritization of failures”, Applied Soft Computing, 81, 1-13.
Gul, M., Yucesan, M., & Celik, E., 2020. “A manufacturing failure mode and effect analysis based on fuzzy and probabilistic risk analysis”, Applied Soft Computing, 96, 1-12.
Gupta, G., & Mishra, R. P., 2017. “A failure mode effect and criticality analysis of conventional milling machine using fuzzy logic: case study of RCM”, Quality and reliability engineering international, 33 (2), 347-356.
Gupta, S., Soni, U., & Kumar, G., 2019. “Green supplier selection using multi-criterion decision making under fuzzy environment: A case study in automotive industry” Computers & Industrial Engineering, 136, 663-680.
He, Y., Yan, X., Chu, D., Lu, X. Y., & Wu, C., 2016. “A probabilistic prediction model for the safety assessment of HDVs under complex driving environments”, IEEE Transactions on Intelligent Transportation Systems, 18 (4), 858-868.
Huang, J., Li, Z. S., & Liu, H. C., 2017. “New approach for failure mode and effect analysis using linguistic distribution assessments and TODIM method, Reliability Engineering & System Safety, 167, 302-309.
Huang, J., You, J. X., Liu, H. C., & Song, M. S., 2020a. “Failure mode and effect analysis improvement: A systematic literature review and future research agenda”, Reliability Engineering & System Safety, 199, 1-12.
Huang, W., Liu, Y., Zhang, Y., Zhang, R., Xu, M., De Dieu, G. J., ... & Shuai, B., 2020b. “Fault Tree and Fuzzy DS Evidential Reasoning combined approach: An application in railway dangerous goods transportation system accident analysis”, Information Sciences, 520, 117-129.
Kesuma, P. A., Rohman, M. A., & Arif Prastyanto, C., 2020. “Analysing the root cause of the damage risk in heavy vehicles to reduce traffic congestion”, International Journal of Construction Management, 1-12.
Kumar, A., Aswin, A., & Gupta, H., 2020. “Evaluating green performance of the airports using hybrid BWM and VIKOR methodology”, Tourism Management, 76, 1-16.
Liu, F., & Liu, P., 2019. “Reliability Prediction Of An Unmanned Ground Vehicular Computer Based Parts Count Method”, Proceedings of the International Conference on Unmanned Systems, 536-541.
Liu, H. C., 2016. “FMEA using uncertainty theories and MCDM methods”, In FMEA using uncertainty theories and MCDM methods, 13-27.
Liu, H. C., Chen, X. Q., Duan, C. Y., & Wang, Y. M., 2019. “Failure mode and effect analysis using multi-criteria decision making methods: A systematic literature review”, Computers & Industrial Engineering, 135, 881-897.
Liu, H. C., Liu, L., & Liu, N., 2013. “Risk evaluation approaches in failure mode and effects analysis: A literature review”, Expert Systems with Applications, 40 (2), 828-838.
Liu, H. C., Liu, L., Bian, Q. H., Lin, Q. L., Dong, N., & Xu, P. C., 2011. “Failure mode and effects analysis using fuzzy evidential reasoning approach and grey theory”, Expert Systems with Applications, 38 (4), 4403-4415.
Liu, H. C., You, J. X., Li, P., & Su, Q., 2016. “Failure mode and effect analysis under uncertainty: An integrated multiple criteria decision making approach”, IEEE Transactions on Reliability, 65 (3), 1380-1392.
Lo, H. W., & Liou, J. J., 2018. “A novel multiple-criteria decision-making-based FMEA model for risk assessment”, Applied Soft Computing, 73, 684-696.
Lo, H. W., Liou, J. J., Huang, C. N., & Chuang, Y. C., 2019. “A novel failure mode and effect analysis model for machine tool risk analysis”, Reliability Engineering & System Safety, 183, 173-183.
Lo, H. W., Shiue, W., Liou, J. J., & Tzeng, G. H., 2020. “A hybrid MCDM-based FMEA model for identification of critical failure modes in manufacturing”, Soft Computing, 1-13.
Mardani, A., Nilashi, M., Zakuan, N., Loganathan, N., Soheilirad, S., Saman, M. Z. M., & Ibrahim, O., 2017. “A systematic review and meta-Analysis of SWARA and WASPAS methods: Theory and applications with recent fuzzy developments”, Applied Soft Computing, 57, 265-292.
Mardani, A., Saraji, M. K., Mishra, A. R., & Rani, P., 2020. “A novel extended approach under hesitant fuzzy sets to design a framework for assessing the key challenges of digital health interventions adoption during the COVID-19 outbreak”, Applied Soft Computing, 96, 1-14.
Marhavilas, P. K., Tegas, M. G., Koulinas, G. K., & Koulouriotis, D. E., 2020. “A Joint Stochastic/Deterministic Process with Multi-Objective Decision Making Risk-Assessment Framework for Sustainable Constructions Engineering Projects—A Case Study”, Sustainability, 12 (10), 1-21.
Memari, A., Dargi, A., Jokar, M. R. A., Ahmad, R., & Rahim, A. R. A., 2019. “Sustainable supplier selection: A multi-criteria intuitionistic fuzzy TOPSIS method”, Journal of Manufacturing Systems, 50, 9-24.
Mohammadnazar, H., Pulkkinen, M., & Ghanbari, H., 2019. “A root cause analysis method for preventing erratic behavior in software development: PEBA”, Reliability Engineering & System Safety, 191, 1-22.
Moon, B., & Yuan, H., 2019. “Research on dynamic characteristics and reliability of a new heavy duty tractor”, Journal of Advanced Mechanical Design Systems, and Manufacturing, 13(1), 1-15.
Moon, I. D., Yoon, H. S., & Oh, C. Y., 2006. “A flexible multi-body dynamic model for analyzing the hysteretic characteristics and the dynamic stress of a taper leaf spring”, Journal of mechanical science and technology, 20 (10), 1638-1645.
O’Halloran, B. M., Hoyle, C., Tumer, I. Y., & Stone, R. B., 2019. “The early design reliability prediction method”, Research in Engineering Design, 30 (4), 489-508.
Pamucar, D., Chatterjee, K., & Zavadskas, E. K., 2019. “Assessment of third-party logistics provider using multi-criteria decision-making approach based on interval rough numbers”, Computers & Industrial Engineering, 127, 383-407.
Pamučar, D., Sremac, S., Stević, Ž., Ćirović, G., & Tomić, D., 2019. “New multi-criteria LNN WASPAS model for evaluating the work of advisors in the transport of hazardous goods”, Neural Computing and Applications, 31 (9), 5045-5068.
Peeters, J. F. W., Basten, R. J., & Tinga, T., 2018. “Improving failure analysis efficiency by combining FTA and FMEA in a recursive manner”, Reliability Engineering & System Safety, 172, 36-44.
Peyghami, S., Wang, Z., & Blaabjerg, F., 2020. “A Guideline for Reliability Prediction in Power Electronic Converters”, IEEE Transactions on Power Electronics, 35, 10958-10968.
Pokorádi, L., & Ványi, G., 2018. “Sensitivity Investigation of Failure Mode and Effect Analysis”, In Vehicle and Automotive Engineering, 497-502.
Priftis, A., Boulougouris, E., Turan, O., & Atzampos, G., 2020. “Multi-objective robust early stage ship design optimisation under uncertainty utilising surrogate models”, Ocean Engineering, 197, 106850.
Przybysz, K., Dygnatowski, S., & Grzesik, N., 2019. “An analysis of reliability of military vehicles”, Journal of Konbin, 49 (3), 527-546.
Qin, J., Xi, Y., & Pedrycz, W., 2020. “Failure mode and effects analysis (FMEA) for risk assessment based on interval type-2 fuzzy evidential reasoning method”, Applied Soft Computing, 89, 1-14.
Rahman, S., Karanki, D. R., Epiney, A., Wicaksono, D., Zerkak, O., & Dang, V. N., 2018. “Deterministic sampling for propagating epistemic and aleatory uncertainty in dynamic event tree analysis”, Reliability Engineering & System Safety, 175, 62-78.
Rouyendegh, B. D., Yildizbasi, A., & Yilmaz, I., 2020. “Evaluation of retail ındustry performance ability through ıntegrated ıntuitionistic fuzzy TOPSIS and data envelopment analysis approach”, Soft Computing, 1-12.
Seyed-Hosseini, S. M., Safaei, N., & Asgharpour, M. J., 2006. “Reprioritization of failures in a system failure mode and effects analysis by decision making trial and evaluation laboratory technique”, Reliability Engineering & System Safety, 91 (8), 872-881.
Shahin, A., 2004. “Integration of FMEA and the Kano model”, International Journal of Quality & Reliability Management, 21 (7), 731-746.
Shi, L., & Chen, L., 2020. “Hazard recognition and reliability analysis of CTCS-3 on-board subsystem”, Computer Communications, 151, 145-153.
Shu, X., Yang, W., Guo, Y., Wei, K., Qin, B., & Zhu, G., 2020. “A reliability study of electric vehicle battery from the perspective of power supply system”, Journal of Power Sources, 451, 1-11.
Tian, Z. P., Wang, J. Q., & Zhang, H. Y., 2018. “An integrated approach for failure mode and effects analysis based on fuzzy best-worst, relative entropy, and VIKOR methods”, Applied Soft Computing, 72, 636-646.
Wu, Y., Zhang, B., Wu, C., Zhang, T., & Liu, F., 2019. “Optimal site selection for parabolic trough concentrating solar power plant using extended PROMETHEE method: A case in China”, Renewable Energy, 143, 1910-1927.
Xu, C., Wang, C., Ding, Y., & Wang, W., 2020. “Investigation of extremely severe traffic crashes using fault tree analysis”, Transportation letters, 12 (3), 149-156.
Xu, X., Chen, X., Liu, Z., Xu, Y., & Zhang, Y., 2021. “Reliability-based design for lightweight vehicle structures with uncertain manufacturing accuracy”, Applied Mathematical Modelling, 95, 22-37.
Xuan Cu, P., & Ha Bui, A., 2019. “Methodologies for Reliability Prediction of Electronic Component in Military Vehicles”, Advances in Military Technology, 14 (1), 89-98.
Yao, W., Chen, X., Luo, W., Van Tooren, M., & Guo, J., 2011. “Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles”, Progress in Aerospace Sciences, 47 (6), 450-479.
Yazdani, M., Chatterjee, P., Zavadskas, E. K., & Streimikiene, D., 2018. “A novel integrated decision-making approach for the evaluation and selection of renewable energy technologies”, Clean Technologies and Environmental Policy, 20 (2), 403-420.
Yazdi, A. K., Komijan, A. R., Wanke, P. F., & Sardar, S., 2020. “Oil project selection in Iran: A hybrid MADM approach in an uncertain environment”, Applied Soft Computing, 88, 1-13.
Yellapantula, V. R. S., Devika, K. B., & Subramanian, S. C., 2019. “Communication Latency and Speed-Dependent Minimum Time Headway for Connected Heavy Road Vehicle Collision Avoidance”, IEEE Transactions on Intelligent Transportation Systems, 21 (11), 4739-4748.
Yi, X. J., Dhillon, B. S., Shi, J., Mu, H. N., & Zhang, Z., 2017. “A new reliability analysis method for vehicle systems based on goal-oriented methodology”, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 231 (8), 1066-1095.
Yi, X. J., Shi, J., Dhillon, B. S., Hou, P., & Dong, H. P., 2018. “A new reliability analysis method for repairable systems with closed‐loop feedback links”, Quality and Reliability Engineering International, 34 (3), 298-332.
Yin, G., Lin, Z., Jiang, X., Sun, J., & Qiu, M., 2020. “Holistic identification and assessment of environmental risks of arable land use in two grain producing areas of China”, Ecosystem Health and Sustainability, 6 (1), 1-13.
Yücenur, G. N., Çaylak, Ş., Gönül, G., & Postalcıoğlu, M., 2020. “An integrated solution with SWARA&COPRAS methods in renewable energy production: City selection for biogas facility”, Renewable Energy, 145, 2587-2597.
Zavadskas, E. K., Antucheviciene, J., Saparauskas, J., & Turskis, Z., 2013. “MCDM methods WASPAS and MULTIMOORA: Verification of robustness of methods when assessing alternative solutions”, Economic Computation and Economic Cybernetics Studies and Research, 47 (2), 5-20.
Zavadskas, E. K., Bausys, R., & Mazonaviciute, I., 2019. “Safety evaluation methodology of urban public parks by multi-criteria decision making”, Landscape and urban planning, 189, 372-381.
Zavadskas, E. K., Turskis, Z., Antucheviciene, J., & Zakarevicius, A., 2012. “Optimization of weighted aggregated sum product assessment”, Elektronika ir elektrotechnika, 122 (6), 3-6.
Zhang, C., Wang, Q., Zeng, S., Baležentis, T., Štreimikienė, D., Ališauskaitė-Šeškienė, I., & Chen, X., 2019. “Probabilistic multi-criteria assessment of renewable micro-generation technologies in households”, Journal of Cleaner Production, 212, 582-592.
Zhang, Y., Xia, J., Zhang, X., Chen, Z., Li, B., Luo, Q., & He, Y., 2020. “Modeling and Prediction of the Reliability Analysis of an 18-Pulse Rectifier Power Supply for Aircraft Based Applications”, IEEE Access, 8, 47063-47071.
Zhang, Y., Xu, X., Sun, G., Lai, X., & Li, Q., 2018. “Nondeterministic optimization of tapered sandwich column for crashworthiness”, Thin-Walled Structures, 122, 193-207.
Zhao, J. S., Song, H. W., Zhang, Y., & Liu, X., 2021. “Design of Oblique Leaf-Spring Suspension Mechanism for Heavy Vehicles”, Mechanism and Machine Science, 327-349.
Zhou, W., Qiu, Z., Tian, S., Liu, Y., Wei, L., & Langari, R., 2021. “A Novel Hybrid Approach for Risk Evaluation of Vehicle Failure Modes”, Sensors, 21(2), 661.
Zhu, T., Yin, X., Li, B., & Ma, W., 2020. “A Reliability Approach to Development of Rollover Prediction for Heavy Vehicles Based on SVM Empirical Model With Multiple Observed Variables”, IEEE Access, 8, 89367-89380.

QRCODE
 
 
 
 
 
                                                                                                                                                                                                                                                                                                                                                                                                               
第一頁 上一頁 下一頁 最後一頁 top