在存在不确定性的情况下,利用加权和多标准决策分析对创新项目进行早期可持续性评估的框架。

Open research Europe Pub Date : 2024-08-05 eCollection Date: 2024-01-01 DOI:10.12688/openreseurope.18195.1
John Henderson, Robert Peeling
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引用次数: 0

摘要

本文介绍了一个两级分层框架,用于在工艺或产品开发的最初阶段对一系列备选方案进行早期可持续性评估(FESSA),并将其与存在不确定性的改进方法加权求和法多标准决策分析(WSM-MCDA)相结合,应用于基于特种聚合物制造的实际决策情景的案例研究。所采用的方法解决了制造加工行业负责创新管理的人员所面临的挑战,即在创新周期的早期,当知识差距和选择方案的不确定性最大时,如何同时做出及时和合理的决策。与现有的多属性范围评估(MARE)方法相比,计算不确定性范围评估(CURE)WSM-MCDA 方法提供了更好的判别能力,而无需通过蒙特卡洛模拟生成启发式结果分布,从而减轻了计算负担。
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A framework for early-stage sustainability assessment of innovation projects enabled by weighted sum multi-criteria decision analysis in the presence of uncertainty.

A two-level hierarchical framework for early-stage sustainability assessment (FESSA) amongst a set of alternatives applicable from the earliest stages of process or product development is introduced, and its use in combination with an improved method weighted-sum method multi-criteria decision analysis (WSM-MCDA) in the presence of uncertainty is presented through application to a case study based upon a real-world decision scenario from speciality polymer manufacture. The approach taken addresses the challenge faced by those responsible for innovation management in the manufacturing process industries to make simultaneously timely and rational decisions early in the innovation cycle when knowledge gaps and uncertainty about the options tend to be at their highest. The Computed Uncertainty Range Evaluations (CURE) WSM-MCDA method provides better discrimination than the existing Multiple Attribute Range Evaluations (MARE) method without the computational burden of generating heuristic outcome distributions via Monte-Carlo simulation.

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