posted on 2024-07-12, 20:58authored byVenkata Aswani Kumar Yadla
Manufacturing industries are vital for Australia's economic growth. Amongst various challenges inefficiencies due to operator operations real-time synchronization is major hurdle. The Virtual Manufacturing System framework (VMS) developed, integrates operations and operators for real-time data capture and analysis. A real-world textile manufacturing industry was implemented with VMS for significant efficiency improvements, ~35% reduction in operation times and production costs, driven by operator performance analysis and predictive models. This framework will set a benchmark for diverse industries and highlights the potential for future advancements, such as incorporating Industrial Internet of Things and bionic enhancements for operators, to further enhance manufacturing efficiencies.
History
Thesis type
Thesis (PhD)
Thesis note
Thesis submitted for the Degree of Doctor of Philosophy, Swinburne University of Technology, 2024.