{"title":"Optimization of pharmaceutical supply chains: Navigating disruptions and operational uncertainty utilizing risk measures","authors":"Oluwadare Badejo, Marianthi Ierapetritou","doi":"10.1002/aic.18770","DOIUrl":null,"url":null,"abstract":"Operational uncertainties and disruptions present significant challenges in maintaining the resilience and sustainability of pharmaceutical supply chains. Ensuring efficient operations, minimizing emissions, and enhancing distribution reliability are essential for sustainable supply chain performance. This work examines the challenges posed by uncertainty and disruption in the pharmaceutical supply chain, utilizing stochastic optimization and downside risk to formulate mitigation strategies. Specifically, the study compares the solutions of risk-neutral and risk-averse objectives across three key areas: cost, environmental impact, and service level. Solutions from each approach highlight trade-offs: the risk-neutral solution offers better objective values, while the risk-averse one ensures robustness across scenarios but at a higher cost. The multiobjective analysis demonstrates that considering risk is advantageous, as the benefits of robustness outweigh the associated costs. Overall, the results highlight that risk-averse optimization offers strategic advantages for developing robust and sustainable pharmaceutical supply chains in the face of uncertainty and disruption.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"13 1","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"AIChE Journal","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1002/aic.18770","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Operational uncertainties and disruptions present significant challenges in maintaining the resilience and sustainability of pharmaceutical supply chains. Ensuring efficient operations, minimizing emissions, and enhancing distribution reliability are essential for sustainable supply chain performance. This work examines the challenges posed by uncertainty and disruption in the pharmaceutical supply chain, utilizing stochastic optimization and downside risk to formulate mitigation strategies. Specifically, the study compares the solutions of risk-neutral and risk-averse objectives across three key areas: cost, environmental impact, and service level. Solutions from each approach highlight trade-offs: the risk-neutral solution offers better objective values, while the risk-averse one ensures robustness across scenarios but at a higher cost. The multiobjective analysis demonstrates that considering risk is advantageous, as the benefits of robustness outweigh the associated costs. Overall, the results highlight that risk-averse optimization offers strategic advantages for developing robust and sustainable pharmaceutical supply chains in the face of uncertainty and disruption.
期刊介绍:
The AIChE Journal is the premier research monthly in chemical engineering and related fields. This peer-reviewed and broad-based journal reports on the most important and latest technological advances in core areas of chemical engineering as well as in other relevant engineering disciplines. To keep abreast with the progressive outlook of the profession, the Journal has been expanding the scope of its editorial contents to include such fast developing areas as biotechnology, electrochemical engineering, and environmental engineering.
The AIChE Journal is indeed the global communications vehicle for the world-renowned researchers to exchange top-notch research findings with one another. Subscribing to the AIChE Journal is like having immediate access to nine topical journals in the field.
Articles are categorized according to the following topical areas:
Biomolecular Engineering, Bioengineering, Biochemicals, Biofuels, and Food
Inorganic Materials: Synthesis and Processing
Particle Technology and Fluidization
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Separations: Materials, Devices and Processes
Soft Materials: Synthesis, Processing and Products
Thermodynamics and Molecular-Scale Phenomena
Transport Phenomena and Fluid Mechanics.