A Comprehensive Review of Safety and Risk Management Strategies in Aerospace Operations for Human Casualty Mitigation

Document Type : Original Research Article

Authors

1 Aerospace Research Institute, Ministry of Science and Research, Tehran, Iran

2 Aerospace Department, Faculty of Engineering, Islamic Azad University Sciences and Research, Tehran, Iran

3 Aerospace Department, Faculty of Engineering, Malek-Ashtar university of technology, Tehran, Iran.

Abstract

In this article, risk management in the aerospace industry based on supply chain management has been discussed to reduce risks, human casualties and the safety of air operations. The aerospace industry operates in a high-risk and sensitive environment where safety and risk management are of great importance, so that any mistake or negligence can lead to an unfortunate disaster. This paper comprehensively analyzes risk assessment methods, risk mitigation strategies, risk communication practices and continuous improvement processes in the aerospace sector. This article uses relevant case studies and industry best practices to provide insights into effective risk management techniques specific to the aerospace industry. By examining these key aspects, this following article tries to provide a better risk management scheme and its critical role in ensuring safety in the aerospace industry.

Keywords

Main Subjects

References

[1] Adhitya, R. Srinivasan, and I. A. Karimi, "Supply Chain Risk Identification Using a HAZOP-based Approach," AIChE Journal, vol. 55, pp. 1447-1463, 2009. doi:  https://doi.org/10.1002/aic.11764
[2] Aggarwal and R. Ganeshan, "Using Risk-management Tools on B2Bs: An Exploratory Investigation," International Journal of Production Economics, vol. 108, pp. 2-7, 2007. doi: https://doi.org/10.1016/j.ijpe.2006.12.044
[3] J. Arcelus, S. Kumar, and G. Srinivasan, "Risk Tolerance and a Retailer’s Pricing and Ordering Policies within a Newsvendor Framework," Omega, vol. 40, pp. 188-198, 2012. doi: https://doi.org/10.1016/j.omega.2011.05.007
[4] Azad and H. Davoudpour, "Designing a Stochastic Distribution Network Model under Risk," The International Journal of Advanced Manufacturing Technology, vol. 64, pp. 23-40, 2013. doi: https://doi.org/10.1007/s00170-012-4000-z
[5] Azadeh and S. M. Alem, "A Flexible Deterministic, Stochastic and Fuzzy Data Envelopment Analysis Approach for Supply Chain Risk and Vendor Selection Problem: Simulation Analysis," Expert Systems with Applications, vol. 37, pp. 7438-7448, 2010. doi: https://doi.org/10.1016/j.eswa.2010.04.022
[6] Azaron, K. N. Brown, S. A. Tarim, and M. Modarres, "A Multi-objective Stochastic Programming Approach for Supply Chain Design Considering Risk," International Journal of Production Economics, vol. 116, pp. 129-138, 2008. doi: https://doi.org/10.1016/j.ijpe.2008.08.002
[7] Baghalian, S. Rezapour, and R. Z. Farahani, "Robust Supply Chain Network Design with Service Level against Disruptions and Demand Uncertainties: A Real-life Case," European Journal of Operational Research, vol. 227, pp. 199-215, 2013. doi:https://doi.org/10.1016/j.ejor.2012.12.017
[8] Bakshi and P. Kleindorfer, "Co-opetition and Investment for Supply-chain Resilience," Production and Operations Management, vol. 18, pp. 583-603, 2009. doi:  https://doi.org/10.1111/j.1937-5956.2009.01031.x
[9] H. Ballou and A. Burnetas, "Planning Multiple Location Inventories," Journal of Business Logistics, vol. 24, pp. 65-89, 2003. doi: https://doi.org/10.1002/j.21581592.2003.tb00046.x
[10] Bandaly, A. Satir, Y. Kahyaoglu, and L. Shanker, "Supply Chain Risk Management – I: Conceptualization, Framework and Planning Process," Risk Management, vol. 14, pp. 249-271, 2012. doi: https://doi.org/10.1057/rm.2012.7
[11] Ben-Tal, B. D. Chung, S. R. Mandala, and T. Yao, "Robust Optimization for Emergency Logistics Planning: Risk Mitigation in Humanitarian Relief Supply Chains," Transportation Research Part B: Methodological, vol. 45, pp. 1177-1189, 2011. doi: https://doi.org/10.1016/j.trb.2010.09.002
[12] D. Berger, A. Gerstenfeld, and A. Z. Zeng, "How Many Suppliers Are Best? A Decision-analysis Approach," Omega, vol. 32, pp. 9-15, 2004. doi: https://doi.org/10.1016/j.omega.2003.09.001
[13] Ø. Berle, I. Norstad, and B. E. Asbjørnslett, "Optimization, Risk Assessment and Resilience in LNG Transportation Systems," Supply Chain Management: An International Journal, vol. 18, pp. 253-264, 2013. doi: https://www.emerald.com/insight/content/doi/10.1108/SCM-03-2012-0109/full/html
[14] M. Betts and R. B. Johnston, "Just-in-time Component Replenishment Decisions for Assemble-to-order Manufacturing under Capital Constraint and Stochastic Demand," International Journal of Production Economics, vol. 95, pp. 51-70, 2005. doi: https://doi.org/10.1016/j.ijpe.2003.10.020
[15] Bogataj and M. Bogataj, "Measuring the Supply Chain Risk and Vulnerability in Frequency Space," International Journal of Production Economics, vol. 108, pp. 291-301, 2007. doi: https://doi.org/10.1016/j.ijpe.2006.12.017
[16] Brun, M. Caridi, K. F. Salama, and I. Ravelli, "Value and Risk Assessment of Supply Chain Management Improvement Projects," International Journal of Production Economics, vol. 99, pp. 186-201, 2006. doi: https://doi.org/10.1016/j.ijpe.2004.12.016
[17] P. Cachon, "The Allocation of Inventory Risk in a Supply Chain: Push, Pull, and Advance-purchase Discount Contracts," Management Science, vol. 50, pp. 222-238, 2004. doi: https://doi.org/10.1287/mnsc.1030.0190
[18] T. S. Chan and N. Kumar, "Global Supplier Development Considering Risk Factors Using Fuzzy Extended AHP-based Approach," Omega, vol. 35, pp. 417-431, 2007. doi:https://doi.org/10.1016/j.omega.2005.08.004
[19] Cheong and H. S. Song, "The Value of Information on Supply Risk under Random Yields," Transportation Research Part E: Logistics and Transportation Review, vol. 60, pp. 27-38, 2013. doi: https://doi.org/10.1016/j.tre.2013.09.006
[20] Cigolini and T. Rossi, "Managing Operational Risks along the Oil Supply Chain," Production Planning & Control, vol. 21, pp. 452-467, 2010. doi: https://doi.org/10.1080/09537280903453695
[21] A. Dowty and W. A. Wallace, "Implications of Organizational Culture for Supply Chain Disruption and Restoration," International Journal of Production Economics, vol. 126, pp. 57-65, 2010. doi: https://doi.org/10.1016/j.ijpe.2009.10.024
[22] M. Dietrich and E. A. Cudney, "Methods and considerations for the development of emerging manufacturing technologies into a global aerospace supply chain," International Journal of Production Research, vol. 49, no. 10, pp. 2819-2831, 2011, doi: https://doi.org/10.1080/00207541003801275.
[23] C. T. Du, H. M. Lee, and A. Chen, "Constructing Federated Databases in Coordinated Supply Chains," *Decision Support Systems*, vol. 36, pp. 49-64, 2003. doi: https://doi.org/10.1016/S0167-9236(02)00131-8
[24] A. Durowoju, H. K. Chan, and X. Wang, "Entropy Assessment of Supply Chain Disruption," *Journal of Manufacturing Technology Management*, vol. 23, pp. 998-1014, 2012. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/17410381211276844/full/html?fullSc=1&fullSc=1&mbSc=1&fullSc=1&fullSc=1
[25] Ellegaard, "Supply Risk Management in a Small Company Perspective," Supply Chain Management: An International Journal, vol. 13, pp. 425-434, 2008. doi:
[26] Ho, P. K. Dey, and M. Lockström, "Strategic Sourcing: A Combined QFD and AHP Approach in Manufacturing," Supply Chain Management: An International Journal, vol. 16, pp. 446-461, 2011. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/13598541111171093/full/html?fullSc=1&mbSc=1
[27] Hofmann, "Natural Hedging as a Risk Prophylaxis and Supplier Financing Instrument in Automotive Supply Chains," Supply Chain Management: An International Journal, vol. 16, pp. 128-141, 2011. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/13598541111115374/full/html
[28] Y. Huang, Y. C. Chou, and S. Chang, "A Dynamic System Model for Proactive Control of Dynamic Events in Full-load States of Manufacturing Chains," International Journal of Production Research, vol. 47, pp. 2485-2506, 2009. doi: https://doi.org/10.1080/00207540701484913
[29] T. M. Hult, C. W. Craighead, and D. J. Ketchen Jr., "Risk Uncertainty and Supply Chain Decisions: A Real Options Perspective," Decision Sciences, vol. 41, pp. 435-458, 2010.doi:  https://doi.org/10.1111/j.1540-5915.2010.00276.x
[30] J. Hung, "Activity-based Divergent Supply Chain Planning for Competitive Advantage in the Risky Global Environment: A DEMATEL-ANP Fuzzy Goal Programming Approach," Expert Systems with Applications, vol. 38, pp. 9053-9062, 2011. doi: https://doi.org/10.1016/j.eswa.2010.09.024
[31] T. Hung and S. Ryu, "Changing Risk Preferences in Supply Chain Inventory Decisions," Production Planning & Control, vol. 19, pp. 770-780, 2008. doi: https://doi.org/10.1080/09537280802550146
[32] Iakovou, D. Vlachos, and A. Xanthopoulos, "A Stochastic Inventory Management Model for a Dual Sourcing Supply Chain with Disruptions," International Journal of Systems Science, vol. 41, pp. 315-324, 2010. doi: https://doi.org/10.1080/00207720903326894
[33] Ji and C. Zhu, "A Study on Emergency Supply Chain and Risk Based on Urgent Relief Service in Disasters," Systems Engineering Procedia, vol. 5, pp. 313-325, 2012. doi: https://doi.org/10.1016/j.sepro.2012.04.049
[34] Johnson, D. Elliott, and P. Drake, "Exploring the Role of Social Capital in Facilitating Supply Chain Resilience," Supply Chain Management: An International Journal, vol. 18, pp. 324-336, 2013. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/SCM-06-2012-0203/full/html
[35] Jüttner, "Supply Chain Risk Management: Understanding the Business Requirements from a Practitioner Perspective," The International Journal of Logistics Management, vol. 16, pp. 120-141, 2005. doi: https://doi.org/10.1016/j.ijpe.2020.107667
[36] Jüttner and S. Maklan, "Supply Chain Resilience in the Global Financial Crisis: An Empirical Study," Supply Chain Management: An International Journal, vol. 16, pp. 246-259, 2011. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/09574090510617385/full/html
[37] Jüttner, H. Peck, and M. Christopher, "Supply Chain Risk Management: Outlining an Agenda for Future Research," International Journal of Logistics: Research and Applications, vol. 6, pp. 197-210, 2003. doi: https://doi.org/10.1080/13675560310001627016
[38] Kumar and T. Havey, "Before and after Disaster Strikes: A Relief Supply Chain Decision Support Framework," International Journal of Production Economics, vol. 145, pp. 613-629, 2013. doi: https://doi.org/10.1016/j.ijpe.2013.05.016
[39] Kumar, P. Vrat, and R. Shankar, "A Fuzzy Programming Approach for Vendor Selection Problem in a Supply Chain," International Journal of Production Economics, vol. 101, pp. 273-285, 2006. doi: https://doi.org/10.1016/j.ijpe.2005.01.005
[40] Laeequddin, G. D. Sardana, B. S. Sahay, K. A. Waheed, and V. Sahay, "Supply Chain Partners’ Trust Building Process through Risk Evaluation: The Perspectives of UAE Packaged Food Industry," Supply Chain Management: An International Journal, vol. 14, pp. 280–290, 2009. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/13598540910970117/full/html
[41] Lavastre, A. Gunasekaran, and A. Spalanzani, "Supply Chain Risk Management in French Companies," Decision Support Systems, vol. 52, pp. 828–838, 2012. doi: https://doi.org/10.1016/j.dss.2011.11.017
[42] Q. Le, S. Arch-int, H. X. Nguyen, and N. Arch-int, "Association Rule Hiding in Risk Management for Retail Supply Chain Collaboration," Computers in Industry, vol. 64, pp. 776–784, 2013. [Online]. Available:https://doi.org/10.1016/j.compind.2013.04.011
[43] Lei, J. Li, and Z. Liu, "Supply Chain Contracts under Demand and Cost Disruptions with Asymmetric Information," International Journal of Production Economics, vol. 139, pp. 116–126, 2012. doi: https://doi.org/10.1016/j.ijpe.2011.11.031
[44] A. Lejeune, "Preprocessing Techniques and Column Generation Algorithms for Stochastically Efficient Demand," Journal of the Operational Research Society, vol. 59, pp. 1239–1252, 2008. doi: https://doi.org/10.1057/palgrave.jors.2602475
[45] Li, "Risk, Risk Aversion and the Optimal Time to Produce," IIE Transactions, vol. 39, pp. 145–158, 2007. doi: https://doi.org/10.1080/07408170600735512
[46] Li, S. Wang, and T. C. E. Cheng, "Competition and Cooperation in a Single-retailer Two-supplier Supply Chain with Supply Disruption," International Journal of Production Economics, vol. 124, pp. 137–150, 2010. doi: https://doi.org/10.1016/j.ijpe.2009.10.017
[47] Lin and L. Zhou, "The Impacts of Product Design Changes on Supply Chain Risk: A Case Study," International Journal of Physical Distribution & Logistics Management, vol. 41, pp. 162–186, 2011. doi: https://www.emerald.com/insight/content/doi/10.1108/09600031111118549/full/html
[48] Liu and J. M. Cruz, "Supply Chain Networks with Corporate Financial Risks and Trade Credits under Economic Uncertainty," International Journal of Production Economics, vol. 137, pp. 55–67, 2012. doi: https://doi.org/10.1016/j.health.2022.100120
[49] Liu and A. Nagurney, "Supply Chain Outsourcing under Exchange Rate Risk and Competition," Omega, vol. 39, pp. 539–549, 2011. doi: https://doi.org/10.1016/j.omega.2010.11.003
[50] Lockamy III and K. McCormack, "Analyzing Risks in Supply Networks to Facilitate Outsourcing Decisions," International Journal of Production Research, vol. 48, pp. 593–611, 2010. doi: https://doi.org/10.1016/j.ijdrr.2020.101607
[51] F. Lundin, "Redesigning a Closed-loop Supply Chain Exposed to Risks," International Journal of Production Economics, vol. 140, pp. 596–603, 2012. doi; https://doi.org/10.1016/j.ijpe.2011.01.010
[52] Y. Mak and Z. J. M. Shen, "Risk Diversification and Risk Pooling in Supply Chain Design," IIE Transactions, vol. 44, pp. 603–621, 2012. doi; https://doi.org/10.1080/0740817X.2011.635178
[53] Manuj and J. T. Mentzer, "Global Supply Chain Risk Management Strategies," International Journal of Physical Distribution & Logistics Management, vol. 38, pp. 192–223, 2008. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/09600030810866986/full/html
[54] L. Meena and S. P. Sarmah, "Multiple Sourcing under Supplier Failure Risk and Quantity Discount: A Genetic Algorithm Approach," Transportation Research Part E: Logistics and Transportation Review, vol. 50, pp. 84–97, 2013. doi; https://doi.org/10.1016/j.tre.2012.10.001
[55] L. Meena, S. P. Sarmah, and A. Sarkar, "Sourcing Decisions under Risks of Catastrophic Event Disruptions," Transportation Research Part E: Logistics and Transportation Review, vol. 47, pp. 1058–1074, 2011. doi: https://doi.org/10.1016/j.tre.2011.03.003
[56] Nakashima and S. M. Gupta, "A Study on the Risk Management of Multi Kanban System in a Closed Loop Supply Chain," International Journal of Production Economics, vol. 139, pp. 65–68, 2012. doi:https://doi.org/10.1016/j.ijpe.2012.03.016
[57] Norrman and U. Jansson, "Ericsson’s Proactive Supply Chain Risk Management Approach after a Serious Sub-supplier Accident," International Journal of Physical Distribution & Logistics Management, vol. 34, pp. 434–456, 2004. Available [Online]:https://www.emerald.com/insight/content/doi/10.1108/09600030410545463/full/html?jo
[58] Oehmen, A. Ziegenbein, R. Alard, and P. Schönsleben, "System-oriented Supply Chain Risk Management," Production Planning & Control, vol. 20, pp. 343–361, 2009. doi: https://doi.org/10.1080/09537280902843789
[59] Oke and M. Gopalakrishnan, "Managing Disruptions in Supply Chains: A Case Study of a Retail Supply Chain," International Journal of Production Economics, vol. 118, pp. 168–174, 2009. doi: https://doi.org/10.1016/j.ijpe.2008.08.045
[60] L. Olson and D. D. Wu, "A Review of Enterprise Risk Management in Supply Chain," Kybernetes, vol. 39, pp. 694–706, 2010. doi: https://www.emerald.com/insight/content/doi/10.1108/03684921011043198/full/html?utm_campaign=Emerald_Engineering_PPV_Dec22_RoN
[61] Olson and D. Wu, "Risk Management Models for Supply Chain: A Scenario Analysis of Outsourcing to China," Supply Chain Management: An International Journal, vol. 16, pp. 401–408, 2011. [Online]. Available: https://www.emerald.com/insight/content/doi/10.1108/13598541111171110/full/html
[62] Park, T. E. Lee, and C. S. Sung, "A Three-level Supply Chain Network Design Model with Risk-pooling and Lead times," Transportation Research Part E: Logistics and Transportation Review, vol. 46, pp. 563–581, 2010. doi: https://doi.org/10.1016/j.tre.2009.12.004
[63] Peck, "Drivers of Supply Chain Vulnerability: An Integrated Framework," International Journal of Physical Distribution & Logistics Management, vol. 35, pp. 210–232, 2005. [Online], Available: https://www.emerald.com/insight/content/doi/10.1108/09600030510599904/full/html
[64] J. Pettit, K. L. Croxton, and J. Fiksel, "Ensuring Supply Chain Resilience: Development and Implementation of an Assessment Tool," Journal of Business Logistics, vol. 34, pp. 46–76, 2013. doi:  https://doi.org/10.1111/jbl.12009
[65] A. Poojari, C. Lucas, and G. Mitra, "Robust Solutions and Risk Measures for a Supply Chain Planning Problem under Uncertainty," Journal of the Operational Research Society, vol. 59, pp. 2–12, 2008. doi: https://doi.org/10.1057/palgrave.jors.2602381
[66] N. Pujawan and L. H. Geraldin, "House of Risk: A Model for Proactive Supply Chain Risk Management," Business Process Management Journal, vol. 15, pp. 953–967, 2009. Available [Online]:https://www.emerald.com/insight/content/doi/10.1108/14637150911003801/full/html
[67] Qiang and A. Nagurney, "A bi-criteria Indicator to Assess Supply Chain Network Performance for Critical Needs under Capacity and Demand Disruptions," Transportation Research Part A, vol. 46, pp. 801–812, 2012. doi: https://doi.org/10.1016/j.tra.2012.02.006
[68] M. Radke and M. M. Tseng, "A Risk Management-based Approach for Inventory Planning of Engineering-to-order Production," CIRP Annals-Manufacturing Technology, vol. 61, pp. 387–390, 2012. doi: https://doi.org/10.1016/j.cirp.2012.03.064
[69] R. S. Raghavan and V. K. Mishra, "Short-term Financing in a Cash-constrained Supply Chain," International Journal of Production Economics, vol. 134, pp. 407–412, 2011. doi: https://doi.org/10.1016/j.ijpe.2009.11.014
[70] Rao and T. J. Goldsby, "Supply Chain Risks: A Review and Typology," The International Journal of Logistics Management, vol. 20, pp. 97–123, 2009. [Online]. Available:https://www.emerald.com/insight/content/doi/10.1108/09574090910954864/full/html?fullSc=1&mbSc=1&fullSc=1&fullSc=1&fullSc=1
[71] S. Rao, J. M. Swaminathan, and J. Zhang, "Demand and Production Management with Uniform Guaranteed Lead Time," Production and Operations Management, vol. 14, pp. 400–412, 2005. doi: https://doi.org/10.1111/j.1937-5956.2005.tb00229.x
[72] R. Ravindran, R. U. Bilsel, V. Wadhwa, and T. Yang, "Risk Adjusted Multicriteria Supplier Selection Models with Applications," International Journal of Production Research, vol. 48, pp. 405–424, 2010. doi: https://doi.org/10.1080/00207540903174940
[73] Reiner and J. Fichtinger, "Demand Forecasting for Supply Processes in Consideration of Pricing and Market Information," International Journal of Production Economics, vol. 118, pp. 55–62, 2009. doi: https://doi.org/10.1016/j.ijpe.2008.08.009
[74] Ritchie and C. Brindley, "An Emergent Framework for Supply Chain Risk Management and Performance Measurement," Journal of the Operational Research Society, vol. 58, pp. 1398–1411, 2007. doi: https://doi.org/10.1057/palgrave.jors.2602412
[75] J. Ruiz-Torres and F. Mahmoodi, "The Optimal Number of Suppliers Considering the Costs of Individual Supplier Failures," Omega, vol. 35, pp. 104–115, 2007. doi: https://doi.org/10.1016/j.omega.2005.04.005
[76] J. Ruiz-Torres, F. Mahmoodi, and A. Z. Zeng, "Supplier Selection Model with Contingency Planning for Supplier Failures," Computers & Industrial Engineering, vol. 66, pp. 374–382, 2013. doi: https://doi.org/10.1016/j.cie.2013.06.021
[77] Samvedi, V. Jain, and F. T. S. Chan, "Quantifying Risks in a Supply Chain through Integration of Fuzzy AHP and Fuzzy TOPSIS," International Journal of Production Research, vol. 51, pp. 2433–2442, 2013. doi: https://doi.org/10.1080/00207543.2012.741330
[78] Sawik, "Selection of Resilient Supply Portfolio under Disruption Risks," Omega, vol. 41, pp. 259–269, 2013. doi: https://doi.org/10.1016/j.omega.2012.05.003
[79] E. Sayed, H. A. Gabbar, and S. Miyazaki, "A Hybrid Statistical Genetic-based Demand Forecasting Expert System," Expert Systems with Applications, vol. 36, pp. 11662–11670, 2009. doi: https://doi.org/10.1016/j.eswa.2009.03.014
[80] J. Schmitt and M. Singh, "A Quantitative Analysis of Disruption Risk in a Multi-echelon Supply Chain," International Journal of Production Economics, vol. 139, pp. 22–32, 2012. doi: https://doi.org/10.1016/j.ijpe.2012.01.004
[81] J. Schmitt, L. V. Snyder, and Z. J. M. Shen, "Inventory Systems with Stochastic Demand and Supply: Properties and Approximations," European Journal of Operational Research, vol. 206, pp. 313–328, 2010. doi: https://doi.org/10.1016/j.ejor.2010.02.029
[82] Schoenherr, V. M. R. Tummala, and T. P. Harrison, "Assessing Supply Chain Risks with the Analytic Hierarchy Process: Providing Decision Support for the Offshoring Decision by a US Manufacturing Company," Journal of Purchasing & Supply Management, vol. 14, pp. 100–111, 2008. doi: https://doi.org/10.1016/j.pursup.2008.01.008
[83] Shi, F. Wu, L. K. Chu, D. Sculli, and Y. H. Xu, "A Portfolio Approach to Managing Procurement Risk Using Multi-stage Stochastic Programming," Journal of the Operational Research Society, vol. 62, pp. 1958–1970, 2011. doi: https://doi.org/10.1057/jors.2010.149
[84] Shin and W. C. Benton, "A Quantity Discount Approach to Supply Chain Coordination," European Journal of Operational Research, vol. 180, pp. 601–616, 2007. doi: https://doi.org/10.1016/j.ejor.2006.04.033
[85] R. Sinha, L. E. Whitman, and D. Malzahn, "Methodology to Mitigate Supplier Risk in an Aerospace Supply Chain," Supply Chain Management: An International Journal, vol. 9, pp. 154–168, 2004. [Online]. Available: https://www.emerald.com/insight/content/doi/10.1108/13598540410527051/full/html
[86] B. Skipper and J. B. Hanna, "Minimizing Supply Chain Disruption Risk through Enhanced Flexibility," International Journal of Physical Distribution & Logistics Management, vol. 39, pp. 404–427, 2009. [Online], Available: https://www.emerald.com/insight/content/doi/10.1108/09600030910973742/full/html?fullSc=1
[87] Smaros, J. M. Lehtonen, P. Appelqvist, and J. Holmström, "The Impact of Increasing Demand Visibility on Production and Inventory Control Efficiency," International Journal of Physical Distribution & Logistics Management, vol. 33, pp. 336–354. doi: https://doi.org/10.1108/09600030310478801
[88] E. Smith, K. J. Watson, W. H. Baker, and J. A. Pokorski II, "A Critical Balance: Collaboration and Security in the IT-enabled Supply Chain," International Journal of Production Research, vol. 45, no. 11, pp. 2595–2613, 2007. doi: https://doi.org/10.1080/00207540601020544
[89] V. Snyder, M. S. Daskin, and C. P. Teo, "The Stochastic Location Model with Risk Pooling," European Journal of Operational Research, vol. 179, pp. 1221–1238, 2007. doi: https://doi.org/10.1016/j.ejor.2005.03.076
[90] S. Sodhi, "Managing Demand Risk in Tactical Supply Chain Planning for a Global Consumer Electronics Company," Production and Operations Management, vol. 14, pp. 69–79, 2005.doi: https://doi.org/10.1111/j.1937-5956.2005.tb00010.x
[91] S. Sodhi, B. G. Son, and C. S. Tang, "Researchers’ Perspectives on Supply Chain Risk Management," Production and Operations Management, vol. 21, pp. 1–13, 2012. doi:  https://doi.org/10.1111/j.1937-5956.2011.01251.x
[92] S. Sodhi and C. S. Tang, "Modeling Supply-chain Planning under Demand Uncertainty Using Stochastic Programming: A Survey Motivated by Asset–Liability Management," International Journal of Production Economics, vol. 121, pp. 728–738, 2009. doi: https://doi.org/10.1016/j.ijpe.2009.02.009
[93] Y. Son and R. K. Orchard, "Effectiveness of Policies for Mitigating Supply Disruptions," International Journal of Physical Distribution & Logistics Management, vol. 43, pp. 684–706, 2013. doi: https://doi.org/10.1108/IJPDLM-04-2012-0109
[94] Speier, J. M. Whipple, D. J. Closs, and M. D. Voss, "Global Supply Chain Design Considerations: Mitigating Product Safety and Security Risks," Journal of Operations Management, vol. 29, pp. 721–736, 2011. doi: https://doi.org/10.1016/j.jom.2011.06.003
[95] Sucky, "The Bullwhip Effect in Supply Chains – An Overestimated Problem?" International Journal of Production Economics, vol. 118, pp. 311–322, 2009. doi: https://doi.org/10.1016/j.ijpe.2008.08.035
[96] Sun, M. Matsui, and Y. Yin, "Supplier Risk Management: An Economic Model of P-chart Considered Due-date and Quality Risks," International Journal of Production Economics, vol. 139, pp. 58–64, 2012. doi: https://doi.org/10.1016/j.ijpe.2012.03.004
[97] Talluri, K. Cetin, and A. J. Gardner, "Integrating Demand and Supply Variability into Safety Stock Evaluations," International Journal of Physical Distribution & Logistics Management, vol. 34, pp. 62–69, 2004. doi: https://doi.org/10.1108/09600030410515682
[98] Talluri, T. J. Kull, H. Yildiz, and J. Yoon, "Assessing the Efficiency of Risk Mitigation Strategies in Supply Chains," Journal of Business Logistics, vol. 34, pp. 253–269, 2013. doi:  https://doi.org/10.1111/jbl.12025
[99] Talluri and R. Narasimhan, "Vendor Evaluation with Performance Variability: A Max–Min Approach," European Journal of Operational Research, vol. 146, pp. 543–552, 2003. doi: https://doi.org/10.1016/S0377-2217(02)00230-8
[100] Talluri, R. Narasimhan, and W. Chung, "Manufacturer Cooperation in Supplier Development under Risk," European Journal of Operational Research, vol. 207, pp. 165–173, 2010. doi: https://doi.org/10.1016/j.ejor.2010.03.041
[101] Talluri, R. Narasimhan, and A. Nair, "Vendor Performance with Supply Risk: A Chance-constrained DEA Approach," International Journal of Production Economics, vol. 100, pp. 212–222, 2006. doi: https://doi.org/10.1016/j.ijpe.2004.11.012
[102] S. Tang, "Perspectives in Supply Chain Risk Management," International Journal of Production Economics, vol. 103, pp. 451–488, 2006. doi: https://doi.org/10.1016/j.ijpe.2005.12.006
[103] S. Tang, "Robust Strategies for Mitigating Supply Chain Disruptions," International Journal of Logistics: Research and Applications, vol. 9, pp. 33–45, 2006. doi: https://doi.org/10.1080/13675560500405584
[104] Tang and S. N. Musa, "Identifying Risk Issues and Research Advancements in Supply Chain Risk Management," International Journal of Production Economics, vol. 133, pp. 25–34, 2011. doi: https://doi.org/10.1016/j.ijpe.2010.06.013
[105] Tang, S. N. Musa, and J. Li, "Dynamic Pricing in the Newsvendor Problem with Yield Risks," International Journal of Production Economics, vol. 139, pp. 127–134, 2012. doi: https://doi.org/10.1016/j.ijpe.2011.01.018
[106] S. Tang and B. Tomlin, "The Power of Flexibility for Mitigating Supply Chain Risks," International Journal of Production Economics, vol. 116, pp. 12–27, 2018. doi:
https://doi.org/10.1016/j.ijpe.2008.07.008
[107] Thun and D. Hoenig, "An Empirical Analysis of Supply Chain Risk Management in the German Automotive Industry," International Journal of Production Economics, vol. 131, pp. 242–249, 2011. doi: https://doi.org/10.1016/j.ijpe.2009.10.010
[108] Tomlin, "On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks," Management Science, vol. 52, pp. 639–657, 2006. doi: https://doi.org/10.1287/mnsc.1060.0515
[109] Tomlin, "Disruption-management Strategies for Short Life-cycle Products," Naval Research Logistics, vol. 56, pp. 318–347, 2009. doi:  https://doi.org/10.1002/nav.20344
[110] R. Towill, "The Impact of Business Policy on Bullwhip Induced Risk in Supply Chain Management," International Journal of Physical Distribution & Logistics Management, vol. 35, pp. 555–575, 2005. [Online], Available: https://www.emerald.com/insight/content/doi/10.1108/09600030510623339/full/html
[111] Trkman and K. McCormack, "Supply Chain Risk in Turbulent Environments – A Conceptual Model for Managing Supply Chain Network Risk," International Journal of Production Economics, vol. 119, pp. 247–258, 2009. doi: https://doi.org/10.1016/j.ijpe.2009.03.002
[112] Y. Tsai, "On Supply Chain Cash Flow Risks," Decision Support Systems, vol. 44, pp. 1031–1042, 2008. doi: https://doi.org/10.1016/j.dss.2007.12.006
[113] C. Tsai, C. H. Liao, and C. S. Han, "Risk Perception on Logistics Outsourcing of Retail Chains: Model Development and Empirical Verification in Taiwan," Supply Chain Management: An International Journal, vol. 13, pp. 415–424, 2008. doi: https://doi.org/10.1108/13598540810905679
[114] K. Tse and K. H. Tan, "Managing Product Quality Risk in a Multi-tier Global Supply Chain," International Journal of Production Research, vol. 49, pp. 139–158, 2011. doi: https://doi.org/10.1080/00207543.2010.508942
[115] Tummala and T. Schoenherr, "Assessing and Managing Risks Using the Supply Chain Risk Management Process (SCRMP)," Supply Chain Management: An International Journal, vol. 16, pp. 474–483, 2011. doi: https://doi.org/10.1108/13598541111171165
[116] Tuncel and G. Alpan, "Risk Assessment and Management for Supply Chain Networks: A Case Study," Computers in Industry, vol. 61, pp. 250–259, 2010. doi: https://doi.org/10.1016/j.compind.2009.09.008
[117] Vedel and C. Ellegaard, "Supply Risk Management Functions of Sourcing Intermediaries: An Investigation of the Clothing Industry," Supply Chain Management: An International Journal, vol. 18, pp. 509–522, 2013. doi: https://doi.org/10.1108/SCM-09-2012-0295
[118] Viswanadham and A. Samvedi, "Supplier Selection Based on Supply Chain Ecosystem, Performance and Risk Criteria," International Journal of Production Research, vol. 51, pp. 6484–6498, 2013. doi: https://doi.org/10.1080/00207543.2013.825056
[119] M. Wagner and C. Bode, "An Empirical Investigation into Supply Chain Vulnerability," Journal of Purchasing & Supply Management, vol. 12, pp. 301–312, 2009. doi: https://doi.org/10.1016/j.pursup.2007.01.004
[120] M. Wagner and C. Bode, "An Empirical Examination of Supply Chain Performance Along Several Dimensions of Risk," Journal of Business Logistics, vol. 29, pp. 307–325, 2008. doi:  https://doi.org/10.1002/j.2158-1592.2008.tb00081.x
[121] M. Wagner and N. Neshat, "Assessing the Vulnerability of Supply Chains Using Graph Theory," International Journal of Production Economics, vol. 126, pp. 121–129, 2010. doi: https://doi.org/10.1016/j.ijpe.2009.10.007
[122] M. Wagner and V. Silveira-Camargos, "Managing Risks in Just-in-sequence Supply Networks: Exploratory Evidence from Automakers," IEEE Transactions on Engineering Management, vol. 59, pp. 52–64, 2012. doi: 10.1109/TEM.2010.2087762
[123] Wakolbinger and J. M. Cruz, "Supply Chain Disruption Risk Management through Strategic Information Acquisition and Sharing and Risk-sharing Contracts," International Journal of Production Research, vol. 49, pp. 4063–4084, 2011. doi: https://doi.org/10.1080/00207543.2010.501550
[124] Wang, H. K. Chan, R. W. Y. Yee, and I. Diaz-Rainey, "A Two-stage Fuzzy-AHP Model for Risk Assessment of Implementing Green Initiatives in the Fashion Supply Chain," International Journal of Production Economics, vol. 135, pp. 595–606, 2012. doi: https://doi.org/10.1016/j.ijpe.2011.03.021
[125] Wang, W. Gilland, and B. Tomlin, "Regulatory Trade Risk and Supply Chain Strategy," Production and Operations Management, vol. 20, pp. 522–540, 2013. doi: https://doi.org/10.1111/j.1937-5956.2010.01167.x
[126] Wiengarten, M. Pagell, and B. Fynes, "The Importance of Contextual Factors in the Success of Outsourcing Contracts in the Supply Chain Environment: The Role of Risk and Complementary Practices," Supply Chain Management: An International Journal, vol. 18, pp. 630–643, 2013. Doi: https://doi.org/10.1108/SCM-03-2013-0071
[127] Wu, J. Blackhurst, and V. Chidambaram, "A Model for Inbound Supply Risk Analysis," Computers in Industry, vol. 57, pp. 350–365, 2006. doi: https://doi.org/10.1016/j.compind.2005.11.001
[128] Wu, J. Blackhurst, and P. O’grady, "Methodology for Supply Chain Disruption Analysis," International Journal of Production Research, vol. 45, pp. 1665–1682, 2007. doi: https://doi.org/10.1080/00207540500362138
[129] Wu and D. L. Olson, "Supply Chain Risk, Simulation, and Vendor Selection," International Journal of Production Economics, vol. 114, pp. 646–655, 2008. doi: https://doi.org/10.1016/j.ijpe.2008.02.013
[130] D. Wu and D. Olson, "Enterprise Risk Management: A DEA VaR Approach in Vendor Selection," International Journal of Production Research, vol. 48, pp. 4919–4932, 2010. doi: https://doi.org/10.1080/00207540903051684
[131] Wu, D. D. Wu, Y. Zhang, and D. L. Olson, "Supply Chain Outsourcing Risk Using an Integrated Stochastic-fuzzy Optimization Approach," Information Sciences, vol. 235, pp. 242–258, 2013. doi: https://doi.org/10.1016/j.ins.2013.02.002
[132] D. Wu, Y. Zhang, D. Wu, and D. L. Olson, "Fuzzy Multi-objective Programming for Supplier Selection and Risk Modeling: A Possibility Approach," European Journal of Operational Research, vol. 200, pp. 774–787, 2010. doi: https://doi.org/10.1016/j.ejor.2009.01.026
[133] Xanthopoulos, D. Vlachos, and E. Iakovou, "Optimal Newsvendor Policies for Dual-sourcing Supply Chains: A Disruption Risk Management Framework," Computers & Operations Research, vol. 39, pp. 350–357, 2012. doi: https://doi.org/10.1016/j.cor.2011.04.010
[134] Xia and B. Chen, "A Comprehensive Decision-making Model for Risk Management of Supply Chain," Expert Systems with Applications, vol. 38, pp. 4957–4966, 2011. doi: https://doi.org/10.1016/j.eswa.2010.09.156
[135] Xia, K. Ramachandran, and H. Gurnani, "Sharing Demand and Supply Risk in a Supply Chain," IIE Transactions, vol. 43, pp. 451–469, 2011. doi: : https://doi.org/10.1080/0740817X.2010.541415
[136] Xiao and D. Yang, "Price and Service Competition of Supply Chains with Risk-averse Retailers under Demand Uncertainty," International Journal of Production Economics, vol. 114, pp. 187–200, 2008. doi: https://doi.org/10.1016/j.ijpe.2008.01.006
[137] Xiao and D. Yang, "Risk Sharing and Information Revelation Mechanism of a One-manufacturer and One-retailer Supply Chain Facing an Integrated Competitor," European Journal of Operational Research, vol. 196, pp. 1076–1085, 2015. doi: https://doi.org/10.1016/j.ejor.2008.05.004
[138] B. Yang, G. Aydın, V. Babich, and D. R. Beil, "Supply Disruptions, Asymmetric Information, and a Backup Production Option," Management Science, vol. 55, pp. 192–209, 2009. doi: https://doi.org/10.3233/JIFS-169341
[139] Yang and Y. Yang, "Postponement in Supply Chain Risk Management: A Complexity Perspective," International Journal of Production Research, vol. 48, pp. 1901–1912, 2010. doi:  10.4236/ajibm.2018.812154
[140] Yu, A. Z. Zeng, and L. Zhao, "Single or Dual Sourcing: Decision-making in the Presence of Supply Chain Disruption Risks," Omega, vol. 37, pp. 788–800, 2019. doi: https://doi.org/10.1016/j.promfg.2020.01.281
[141] Zhang, Y. Chai, S. X. Yang, and D. Weng, "Pre-warning Analysis and Application in Traceability Systems for Food Production Supply Chains," Expert Systems with Applications, vol. 38, pp. 2500–2507, 2011.doi:https://doi.org/10.1016/j.eswa.2010.08.039
[142] A. Zsidisin and L. M. Ellram, "An agency theory investigation of supply risk m anagement," Journal of supply chain management, vol. 39, no. 2, pp. 15-27, 2003.doi: https://doi.org/10.1111/j.1745-493X.2003.tb00156.x
[143] Xiao and D. Yang, "Risk Sharing and Information Revelation Mechanism of a One-manufacturer and One-retailer Supply Chain Facing an Integrated Competitor," European Journal of Operational Research, vol. 196, pp. 1076–1085, 2019. doi: https://doi.org/10.1016/j.ejor.2008.05.004
[144] M. Dietrich and E. A. Cudney, "Methods and Considerations for the Development of Emerging Manufacturing Technologies into a Global Aerospace Supply Chain," International Journal of Production Research, vol. 49, pp. 2819–2831, 2021. doi: https://doi.org/10.1080/00207541003801275
[145] B. Franca, E. C. Jones, C. N. Richards, and J. P. Carlson, "Multi-objective Stochastic Supply Chain Modeling to Evaluate Tradeoffs between Profit and Quality," International Journal of Production Economics, vol. 127, pp. 292–299, 2010. doi: https://doi.org/10.1016/j.ijpe.2009.09.005
[146] Bolan, H. Wijesekara, M. Tanveer, V. Boschi, L. P. Padhye, M. Wijesooriya, ... & N. Bolan, "Beryllium contamination and its risk management in terrestrial and aquatic environmental settings," Environmental Pollution, vol. 121077, 2023.doi: https://doi.org/10.1016/j.envpol.2023.121077
[147] Mendes, J. G. V. Vieira, & A. P. Mano, "Risk management in aviation maintenance: A systematic literature review," Safety science, vol. 153, 105810, 2022. doi: https://doi.org/10.1016/j.ssci.2022.105810
[148] Eliza, A. M. Apostol, M. Ţîţu, P. Tertereanu, I. Moisescu, "Specific aspects of quality and safety management in aerospace field," Proceedings of the ... International Management Conference, 2023. [Online].Available: http://conference.management.ase.ro/archives/2022/pdf_IMC_2022/1_1.pdf
[149] H. Xin, K. Li, C. Wang, C. Zhang, Z. Gu, "Risk Management of Aerospace Stand-Alone Device Supply Chain," in 2022 International Conference on Industrial IoT, Big Data and Supply Chain (IIoTBDSC), 2022: IEEE, pp. 272-277. doi: https:/doi.org/10.3390/pr11030710
International Journal of Reliability, Risk and Safety: Theory and Application
Volume 6, Issue 1
July 2023
Pages 111-130

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  • Receive Date: 30 July 2023
  • Revise Date: 30 September 2023
  • Accept Date: 30 September 2023

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