As machines grow more complex and production gets tighter, maintenance can’t rely on routine checks. It needs timely, organised data to reduce downtime and keep operations efficient.
This programme…
Equips professionals with the skills to collect, organise, and analyse real-world machine data using AI-driven techniques — enabling predictive, cost-effective, and data-informed maintenance planning.
Upon completion, participants will gain the following key insights and outcomes:
Use real-time data to apply predictive maintenance models
Optimize maintenance schedules with analytics
Integrate insights into practical maintenance planning
Operations & maintenance Managers & Engineers
Equipment Designers
Process Managers & Engineers
Software Analysts
machine
line or cell system Integrators
Project Managers

Principal Scientist,
A*STAR SIMTech

Senior Scientist,
A*STAR SIMTech

Senior Scientist,
A*STAR SIMTech
