2023
DOI: 10.3390/pr11010284
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Cloud-Based Machine Learning Application for Predicting Energy Consumption in Automotive Spot Welding

Abstract: The energy consumption of production processes is increasingly becoming a concern for the industry, driven by the high cost of electricity, the growing concern for the environment and the greenhouse emissions. It is necessary to develop and improve energy efficiency systems, to reduce the ecological footprint and production costs. Thus, in this work, a system is developed capable of extracting and evaluating useful data regarding production metrics and outputs. With the extracted data, machine learning-based m… Show more

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