I&T Solution

Reference No.

S-0020

Solution Name

Machines Predictive Maintenance

Solution Description

Apply Artificial Intelligence to (i) forecast spare parts demand, (ii) summarize users’ unstructured remarks with NLP (Natural Language Processing) and to (iii) perform predictive maintenance on machines’ maintenance schedule.

Application Areas

City Management

Commerce and Industry

Development

Health

Infrastructure

Technologies Used

Artificial Intelligence (AI)

Data Analytics

Deep Learning

Machine Learning

Natural Language Processing

Predictive Analytics

Use Case

In the current situation, Corrective Maintenances are conducted in a ad-hoc manner, thus increasing unplanned costs. Apply Predictive Maintenance will reduce cost, increase efficiency and decrease Corrective Maintenance frequency.

If any government department would like to conduct PoC trial or technology testing on the I&T solution, please contact Smart LAB.