Optimization of pharmaceutical supply chains: Navigating disruptions and operational uncertainty utilizing risk measures

IF 4 3区 工程技术 Q2 ENGINEERING, CHEMICAL AIChE Journal Pub Date : 2025-02-18 DOI:10.1002/aic.18770
Oluwadare Badejo, Marianthi Ierapetritou
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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.

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优化药品供应链:利用风险措施驾驭干扰和运营不确定性
运营的不确定性和中断对维持药品供应链的弹性和可持续性提出了重大挑战。确保高效运营、减少排放和提高配送可靠性是可持续供应链绩效的关键。这项工作考察了制药供应链中的不确定性和中断所带来的挑战,利用随机优化和下行风险来制定缓解策略。具体而言,该研究在三个关键领域(成本、环境影响和服务水平)比较了风险中性和风险厌恶目标的解决方案。来自每种方法的解决方案都强调了权衡:风险中性的解决方案提供了更好的客观值,而风险厌恶的解决方案确保了跨场景的鲁棒性,但成本更高。多目标分析表明,考虑风险是有利的,因为鲁棒性的好处超过了相关的成本。总体而言,研究结果强调了风险规避优化在面对不确定性和中断时为发展稳健和可持续的药品供应链提供了战略优势。
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来源期刊
AIChE Journal
AIChE Journal 工程技术-工程:化工
CiteScore
7.10
自引率
10.80%
发文量
411
审稿时长
3.6 months
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 Process Systems Engineering Reaction Engineering, Kinetics and Catalysis Separations: Materials, Devices and Processes Soft Materials: Synthesis, Processing and Products Thermodynamics and Molecular-Scale Phenomena Transport Phenomena and Fluid Mechanics.
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