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The Digital Twin Landscape at the Crossroads of Predictive Maintenance, Machine Learning and Physics Based Modeling. (arXiv:2206.10462v2 [cs.LG] UPDATED)
cs.LG updates on arXiv.org arxiv.org
The concept of a digital twin has exploded in popularity over the past
decade, yet confusion around its plurality of definitions, its novelty as a new
technology, and its practical applicability still exists, all despite numerous
reviews, surveys, and press releases. The history of the term digital twin is
explored, as well as its initial context in the fields of product life cycle
management, asset maintenance, and equipment fleet management, operations, and
planning. A definition for a minimally viable framework …
arxiv digital digital twin landscape learning lg machine machine learning maintenance modeling physics predictive predictive maintenance