Multi-Criteria Decision Analysis for Sustainable Design and Performance Optimization of Mechanical Engineering Systems
DOI:
https://doi.org/10.31181/rme583Keywords:
Multi-criteria Decision, Sustainable Design, Performance Optimization, Mechanical Engineering SystemsAbstract
As engineering continues to evolve, so do expectations surrounding the profession. Here, I describe a way to apply Multi-Criteria Decision Analysis (MCDA) to the design and optimization phase of engineering a mechanical system, incorporating economy, environment, and the technical system. The research study also implemented design and MCDA decision-making methods and used MCDA decision structures to order and rate the design and style options for a system. I have used order- and rating-based MCDA decision structures in my model and set the design style options to minimize impact on the system as a whole. I also used the Hazardous Vapour Assessment and Design Life-cycle Theory (HVADLT) to include design systems to assess space, moment, and structural design systems, and to conduct and post-system assessments of waste. Implementing the design structure described in my framework increases both opportunity and sustainability for manufacturing systems. The model enabled the mechanical implementation of system safety in manufacturing and the design to ensure safe practices. The design model also provided the design system with a post-integration safety and risk assessment. This study offers a framework for data-focused, goal-centric, multi-factor optimization in mechanical engineering design, specifically for multi-objective, adaptive intelligent engineering design. This is useful for making decisions when evaluating design options grounded in the tenets of sustainable engineering, as it helps to identify more sustainable alternatives, both economic and ecological.
References
Abdullah, A. G., Nurhikam, Y., Hakim, D. L., Sugito, N. T., & Zakaria, D. (2024). CRITIC-TOPSIS Method: Design of hybrid renewable energy systems based on multi-criteria decision-making. International journal of electrical and computer engineering systems, 15(8), 705-718. https://doi.org/10.32985/ijeces.15.8.8
Abdullahu, F., Zhujani, F., Todorov, G., & Kamberov, K. (2024). An experimental analysis of Taguchi-based gray relational analysis, weighted gray relational analysis, and data envelopment analysis ranking method multi-criteria decision-making approaches to multiple-quality characteristic optimization in the CNC drilling process. Processes, 12(6), 1212. https://doi.org/10.3390/pr12061212
ALHASSAN, S., ADAMU, A. A., & JIMOH, M. T. (2026). Multi-Criteria Decision Analysis and Optimization Approaches in Sustainable Waste-to-Energy Planning: A Systematic Review. FUDMA Journal of Engineering and Technology, 2(1), 108-123. https://doi.org/10.33003/ys78bf40
AlMallahi, M. N., El Haj Assad, M., AlShihabi, S., & Alayi, R. (2022). Multi-criteria decision-making approach for the selection of cleaning method of solar PV panels in United Arab Emirates based on sustainability perspective. International Journal of Low-Carbon Technologies, 17, 380-393. https://doi.org/10.1093/ijlct/ctac010
Anbari Moghadam, M., & Besiktepe, D. (2025). Synthesis of multi-criteria decision-making applications in facilities management and building maintenance: Trends, methods, and future research directions. Buildings, 15(18), 3258. https://doi.org/10.3390/buildings15183258
Awd Allah, M. M., Abd El‐Halim, M. F., Sebaey, T. A., Mahmoud, S. F., Saleh, D. I., & Abd El‐baky, M. A. (2025). Multi‐criteria decision‐making for optimizing crashworthiness of 3D‐printed PETG‐CF lightweight structures: influence of printing parameters. Polymer Composites, 46, S940-S963. https://doi.org/10.1002/pc.29826
Borda, F., Basile, V., Gagliardi, F., & Filice, L. (2026). Sustainability-Driven Business Model in Mold Manufacturing: A Multi-Criteria Comparison between Conventional and Additive Technologies. Key Engineering Materials, 1051, 61-71. https://doi.org/10.4028/p-9JSPCw
Bulut, M. S., Ordu, M., Der, O., & Basar, G. (2024). Sustainable thermoplastic material selection for hybrid vehicle battery packs in the automotive industry: A comparative multi-criteria decision-making approach. Polymers, 16(19), 2768. https://doi.org/10.3390/polym16192768
Celent, L., Mladineo, M., Gjeldum, N., & Crnjac Zizic, M. (2022). Multi-criteria decision support system for smart and sustainable machining process. Energies, 15(3), 772. https://doi.org/10.3390/en15030772
Cenani, S., & Can, G. (2025). Multi-criteria ranking of LEED healthcare criteria for designing green hospitals. Journal of Building Engineering, 105, 112443. https://doi.org/10.1016/j.jobe.2025.112443
Chatterjee, S., Das, P. P., & Chakraborty, S. (2024). Optimization of green machining processes using grey-based multi-criteria decision making methods: a comparative analysis. International Journal on Interactive Design and Manufacturing (IJIDeM), 18(1), 33-53. https://doi.org/10.1007/s12008-023-01403-8
Ferdous, J., Bensebaa, F., Milani, A. S., Hewage, K., Bhowmik, P., & Pelletier, N. (2024). Development of a generic decision tree for the integration of multi-criteria decision-making (MCDM) and multi-objective optimization (MOO) methods under uncertainty to facilitate sustainability assessment: a methodical review. Sustainability, 16(7), 2684. https://doi.org/10.3390/su16072684
Francis, A., & Thomas, A. (2023). System dynamics modelling coupled with multi-criteria decision-making (MCDM) for sustainability-related policy analysis and decision-making in the built environment. Smart and Sustainable Built Environment, 12(3), 534-564. https://doi.org/10.1108/SASBE-09-2021-0156
Gombojav, D., & Matsumoto, T. (2023). Multi criteria decision analysis to develop an optimized municipal solid waste management scenario: a case study in Ulaanbaatar, Mongolia. Journal of Material Cycles and Waste Management, 25(3), 1344-1358. https://doi.org/10.1007/s10163-023-01603-0
Hai, T., Basem, A., Alizadeh, A. a., Sharma, K., Jasim, D. J., Rajab, H., Mabrouk, A., Kolsi, L., Rajhi, W., & Maleki, H. (2024). Integrating artificial neural networks, multi-objective metaheuristic optimization, and multi-criteria decision-making for improving MXene-based ionanofluids applicable in PV/T solar systems. Scientific reports, 14(1), 29524. https://doi.org/10.1038/s41598-024-81044-3
Hassan, R., Arfeen, Z. A., Azam, M. K., Akhtar, Z. u. A., Siddique, A., & Rashid, M. (2024). Determination of the best materials for development and designing product using a multi-criteria decision-making. Railway Sciences, 3(5), 541-557. https://doi.org/10.1108/RS-12-2023-0050
Jain, P., Abhishek, K., & Chatterjee, P. (2024). Decision-making models and applications in manufacturing environments. CRC Press. https://shorturl.at/24u27
Kayapinar, O., Arslan, A. E., Arslan, O., & Genc, M. S. (2024). Multi-criteria analysis on the simulation-based optimal design of a new stack-type natural ventilation system for industrial buildings. Thermal Science and Engineering Progress, 51, 102657. https://doi.org/10.1016/j.tsep.2024.102657
Khanam, S., Khan, O., Ahmad, S., Sherwani, A. F., Khan, Z. A., Yadav, A. K., & Ağbulut, Ü. (2024). A Taguchi-based hybrid multi-criteria decision-making approach for optimization of performance characteristics of diesel engine fuelled with blends of biodiesel-diesel and cerium oxide nano-additive. Journal of Thermal Analysis and Calorimetry, 149(8), 3657-3676. https://doi.org/10.1007/s10973-024-12918-x
Kilic, A. T., Uysal, M., Aygun, B. F., Nazir, K., Canpolat, O., & Dilbas, H. (2024). Multi-criteria decision-making optimization-based fiber-reinforced waste ceramic powder-based geopolymer: toward a sustainable net zero/low CO2 emission building material. Archives of Civil and Mechanical Engineering, 24(4), 242. https://doi.org/10.1007/s43452-024-01052-y
Kumar, D., Marchi, M., Alam, S. B., Kavka, C., Koutsawa, Y., Rauchs, G., & Belouettar, S. (2022). Multi-criteria decision making under uncertainties in composite materials selection and design. Composite Structures, 279, 114680. https://doi.org/10.1016/j.compstruct.2021.114680
Kumar, P., Channi, H. K., Kumar, R., Stević, Ž., Singh, S., Bhattacherjee, A., & Bhowmik, A. (2024). Optimizing electric mobility: a multi-criteria decision-making approach for sustainable future of electric vehicles through smart motor choices. Journal Européen des Systèmes Automatisés, 57(6), 1825. https://doi.org/10.18280/jesa.570630
Kumar, V., & Choudhary, A. K. (2023). A hybrid response surface methodology and multi-criteria decision making model to investigate the performance and emission characteristics of a diesel engine fueled with phenolic antioxidant additive and biodiesel blends. Journal of Energy Resources Technology, 145(9), 092302. https://doi.org/10.1115/1.4056939
Lendvai, L., Jakab, S. K., & Singh, T. (2025). Optimal design of agro-residue filled poly (lactic acid) biocomposites using an integrated CRITIC-CoCoSo multi-criteria decision-making approach. Scientific reports, 15(1), 11586. https://doi.org/10.1038/s41598-025-92724-z
Ma, J., Siddhpura, M., Haddad, A., Evangelista, A., & Siddhpura, A. (2024). A Multi-Criteria Decision-Making approach for assessing the sustainability of an innovative pin-connected structural system. Buildings, 14(7), 2221. https://doi.org/10.3390/buildings14072221
Malefaki, S., Markatos, D., Filippatos, A., & Pantelakis, S. (2025). A comparative analysis of Multi-Criteria Decision-Making methods and normalization techniques in holistic sustainability assessment for engineering applications. Aerospace, 12(2), 100. https://doi.org/10.3390/aerospace12020100
Moganapriya, C., Rajasekar, R., Santhosh, R., Saran, S., Santhosh, S., Gobinath, V., & Kumar, P. S. (2022). Sustainable hard machining of AISI 304 stainless steel through TiAlN, AlTiN, and TiAlSiN coating and multi-criteria decision making using grey fuzzy coupled taguchi method. Journal of Materials Engineering and Performance, 31(9), 7302-7314. https://doi.org/10.1007/s11665-022-06751-2
Negrin, I., Kripka, M., & Yepes, V. (2023). Multi-criteria optimization for sustainability-based design of reinforced concrete frame buildings. Journal of Cleaner Production, 425, 139115. https://doi.org/10.1016/j.jclepro.2023.139115
Saeed, M. A., Junejo, F., & Amin, I. (2024). Optimizing sustainable machining for magnesium alloys: a comparative study of GRA and TOPSIS. Cogent engineering, 11(1), 2308986. https://doi.org/10.1080/23311916.2024.2308986
Salman, H. A. M., Wahyuono, R. A., & Warsokusumo, T. (2024). Optimizing Biomass Pre-Treatment Technologies for BBJP Plants in Indonesia: A Multi-Criteria Decision Making Approach. Adv. Sustain. Sci. Eng. Technol, 6(1), 02401021. https://doi.org/10.26877/asset.v6i1.17877
Soniya, S., Ramachandran, M., Sathiyaraj, C., & Mathivanan, G. (2022). A review on multi-criteria decision-making and its application. 4, 7(4), 101-107. https://doi.org/10.46632/7/4/1
Yazdani, H., Baneshi, M., & Yaghoubi, M. (2023). Techno-economic and environmental design of hybrid energy systems using multi-objective optimization and multi-criteria decision making methods. Energy Conversion and Management, 282, 116873. https://doi.org/10.1016/j.enconman.2023.116873
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