Digital Transformation in Industry
Digital transformation in manufacturing refers to the systematic integration of technologies like connected sensors, cloud computing, and real-time data analytics into production environments that have historically relied on physical machinery and human judgment. The goal is to build systems where virtual models of factories—called digital twins—continuously synchronize with their physical counterparts, enabling engineers to predict failures, optimize workflows, and reduce waste before problems reach the shop floor. As global pressure mounts to make industry more energy-efficient and resource-conscious, researchers are actively working out how these tools can support sustainability goals without simply adding layers of complexity that smaller manufacturers cannot absorb. Central open questions include how to assess when a company is genuinely ready to adopt these systems at scale, and how to preserve the efficiency principles of lean production when layering in the overhead of connected, data-intensive infrastructure.
- Works
- 91,018
- Total citations
- 946,030
- Keywords
- Digital TwinSmart ManufacturingCyber-Physical SystemsBig DataSustainabilityInternet of Things
Top papers in Digital Transformation in Industry
Ordered by total citation count.
- Understanding digital transformation: A review and a research agenda↗ 5,914
- The machine that changed the world↗ 5,856
- A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems↗ 4,737
- Digital transformation: A multidisciplinary reflection and research agenda↗ 4,494OA
- Industry 4.0↗ 4,044
- Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy↗ 3,917OA
- Digital Twin in Industry: State-of-the-Art↗ 3,680
- Artificial Intelligence in Service↗ 3,155
- Industry 4.0: state of the art and future trends↗ 3,055
- The Fourth Industrial Revolution↗ 3,054
- Digital Twin in manufacturing: A categorical literature review and classification↗ 3,024OA
- Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems↗ 2,977
Active researchers
Top authors in this area, ranked by h-index.