Economic process control under uncertainty

Economic process control under uncertainty

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Article ID: iaor20011288
Country: United States
Volume: 9
Issue: 2
Start Page Number: 184
End Page Number: 202
Publication Date: Mar 2000
Journal: Production and Operations Management
Authors: ,
Keywords: Taguchi method
Abstract:

The future of the global industry lies in the continuous improvement of both products and processes, a renewed commitment to competition and an aggressive approach to satisfying customers' needs in quality, quantity, and timing. In quality management, the degree of customer satisfaction for a given product may be measured in the form of the loss to society. This loss is formulated as a function of the deviation from the target for each of the product's quality characteristics. The greater the variability of uncontrolled factors during manufacturing or production the larger will be that loss. In this paper, we develop a form of the loss function that takes into account the variability of a production process, the decision loss, and the costs of sampling and inspection. Specifically, we consider monitoring a production process, which may undergo continuous mean shift and variance deterioration during a production run. We then examine decision rules for continuing production or stopping and adjusting the production process.

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