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Identifying Product and Process State Drivers in - download pdf or read online

By Thorsten Wuest

ISBN-10: 3319176102

ISBN-13: 9783319176109

ISBN-10: 3319386980

ISBN-13: 9783319386980

The booklet studies on a unique procedure for holistically opting for the suitable nation drivers of complicated, multi-stage production structures. This process is ready to make the most of complicated, various and high-dimensional information units, which regularly ensue in production purposes, and to combine the real approach intra- and interrelations. The technique has been evaluated utilizing 3 situations from diverse production domain names (aviation, chemical and semiconductor). the consequences, that are stated intimately during this ebook, proven that it truly is attainable to include implicit technique intra- and interrelations on either a procedure and programme point through utilising SVM-based function rating. In perform, this system can be utilized to spot an important method parameters and kingdom features, the so-called nation drivers, of a producing method. Given the expanding availability of knowledge and data, this option aid could be at once used in, e.g., caliber tracking and complicated strategy keep watch over. Importantly, the strategy is neither restricted to express items, production techniques or platforms, nor by way of particular caliber concepts.

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Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning (Springer Theses) by Thorsten Wuest


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