Nonradial plant capacity concepts: proposals and attainability

IF 4.4 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Kristiaan Kerstens, Jafar Sadeghi, Xiangyang Tao
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引用次数: 0

Abstract

This contribution observes that plant capacity notions based on traditional radial efficiency measures may leave substantial amounts of slacks or unmeasured inefficiency. These unmeasured inefficiencies can result in inaccurate assessments of production capabilities, potentially leading to suboptimal operational and strategic decisions. To remedy this problem, we define new nonradial output-oriented and input-oriented plant capacity concepts based on nonradial Färe-Lovell efficiency measures. By leveraging nonradial measures, our approach captures multidimensional inefficiencies, providing a more nuanced and accurate evaluation of production performance across various input and output dimensions. Furthermore, we also explore how the introduction of nonradial attainability levels can render the attainable output-oriented plant capacity concept more flexible. This flexibility allows for the incorporation of realistic operational constraints, ensuring that capacity assessments are both practical and adaptable to diverse production environments. An empirical illustration on a secondary data set illustrates the pertinent differences between radial and nonradial plant capacity notions. Our empirical analysis demonstrates that nonradial measures offer a more detailed understanding of capacity utilization. In particular, it shows that nonradial plant capacity concepts are especially important on a nonconvex technology.

Abstract Image

非径向电厂容量概念:建议和可实现性
这篇论文指出,基于传统径向效率措施的工厂产能概念可能会留下大量的懈怠或未测量的低效率。这些无法测量的低效率可能导致对生产能力的不准确评估,从而可能导致不理想的运营和战略决策。为了解决这个问题,我们基于非径向Färe-Lovell效率措施定义了新的非径向输出导向和投入导向的工厂产能概念。通过利用非径向测量,我们的方法捕获了多维度的低效率,在不同的投入和产出维度上提供了更细致、更准确的生产绩效评估。此外,我们还探讨了非径向可达性水平的引入如何使可达到的以产量为导向的工厂产能概念更加灵活。这种灵活性允许结合实际的操作限制,确保能力评估既实际又适应不同的生产环境。对二级数据集的经验说明了径向和非径向工厂容量概念之间的相关差异。我们的实证分析表明,非径向测量方法可以更详细地了解产能利用率。特别是,它表明非径向电厂容量的概念在非凸技术中尤为重要。
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来源期刊
Annals of Operations Research
Annals of Operations Research 管理科学-运筹学与管理科学
CiteScore
7.90
自引率
16.70%
发文量
596
审稿时长
8.4 months
期刊介绍: The Annals of Operations Research publishes peer-reviewed original articles dealing with key aspects of operations research, including theory, practice, and computation. The journal publishes full-length research articles, short notes, expositions and surveys, reports on computational studies, and case studies that present new and innovative practical applications. In addition to regular issues, the journal publishes periodic special volumes that focus on defined fields of operations research, ranging from the highly theoretical to the algorithmic and the applied. These volumes have one or more Guest Editors who are responsible for collecting the papers and overseeing the refereeing process.
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