26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Verona, Italy, 7 - 09 September 2022, vol.207, pp.2567-2577
Production times affect the product valuations because they are directly
relevant to a product's cost. The man-hour unit is widely used for
measuring the production times, especially in labor-intensive
manufacturing environments, and it is considered when making product
valuations before the tendering phase of power transformer projects. To
our knowledge, no study has been made to improve the prediction
performance of man-hour estimations in this field. In this study, SVM,
GPR, and ANFIS models were simultaneously applied to predict man-hours
in Power Transformer manufacturing.