From Monitoring to Supervised Control: A Capability- Maturity Perspective on Digital Twins in Smart Manufacturing
Manufacturing digital twins are increasingly promoted as a route from shop-floor visibility to data-driven operational improvement. In practice, however, many implementations remain descriptive dashboards and do not demonstrate measurable gains in quality, throughput, maintenance, or energy performance. Existing review...