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The main purpose of this paper is to propose a regression-based new approach to pH control in open beck dyeing to improve its process quality. Specifically, we examine the current practice of adjusting pH of dye liquor at a large manufacturer of automotive carpets in the United States and point out several drawbacks that lead to substandard products. To properly address the issues, we theorize casual...