Develop Machine Health Monitoring Techniques (42 Hours)

This module is offered under the Mechatronics specialisation.

Introduction

This course aims to provide participants with knowledge and practical skills on using machine health monitoring techniques in sensor, data acquisition, signal processing, machine monitoring and fault diagnosis. The course training also elaborates on the latest technology such as the Internet of things (IoT), maintenance management system and overall equipment effectiveness (OEE) monitoring system.

The comprehensive structure of this course incorporates classroom lectures, hands-on experimental work, and suitable case studies in the areas of rotary equipment, tool condition monitoring, semiconductor and other service and equipment maintenance industry to enhance the knowledge of participants and apply the newly-learnt skills to address practical problems in their workplace.

Why This Course

Designed specifically to meet Singapore’s industry demand
Delivered by technology experts with many years of industrial projects’ experience
Highly practical and hands-on work intensive
Latest knowledge and up-to-date technologies via industrial case-studies

Who Should Attend

This course is designed for operations and maintenance managers and engineers, equipment designers, process managers and engineers, hardware and instrument specialists, machine, line or cell systems integrators, project managers and professionals from industries utilising machine health monitoring, including precision engineering, electronics, aerospace, marine engineering, renewable energy, MedTech, and remanufacturing, etc.

What You Will Learn

Overview of Machine Health Monitoring

Preventive Maintenance and Predictive Maintenance
Advantages and Disadvantages Comparison

Machine Health Monitoring Techniques

Sensors Selection
Data Acquisition
Signal Processing and Feature Extraction
Remote Monitoring of Machines Conditions

Machine Monitoring Application in Semiconductor Industry

SEMI, SEMATECH, ARAM Standards
Semicon Roadmap on Equipment Health
Concept and Components of Potential System

Machine Health Monitoring and Maintenance Management System

OEE Monitoring System
Tool Condition Monitoring
Maintenance Management System (MMS)
IIoT-enabled Equipment Condition Monitoring and Alert

Upon Completion of This Course

Upon Completion of this Course

Participants who successfully complete the required training and attain competency in this module will be awarded a Statement of Attainment (SOA) by the Skills & Workforce Development Agency (SWDA).

The WSQ SOA reflects the Skills Standard title attained by the learner under the national Skills Framework and identifies the training provider. With effect from 1 July 2026, the SOA will also include the title of the completed course, providing clearer context on the course content and competency attained for better recognition by employers.

For this course, the SOA will indicate the following Skills Standard title:
Develop Machine Health Monitoring Techniques

Participants must also meet the following criteria to receive their SOAs:

Achieve at least 75% course attendance;
Take all assessments; and
Pass the course.

Note: Trainees will have to bear the full course fee upon failure to meet either one of the criteria.

Find out more about the WSQ SOA certificate

Why Your Statement of Attainment (SOA) Shows a Skills Standard Title

The above image shows an example of a Statement of Attainment (SOA) issued from 1 July 2026.

The Statement of Attainment (SOA) issued by the Skills & Workforce Development Agency (SWDA) reflects the relevant Skills Standard title, such as a Technical Skills and Competency (TSC) title. This is because the SOA is aligned with the national Skills Framework, ensuring consistent recognition of competencies across industries and among employers.

While the course title describes the learning experience, the Skills Standard title identifies the specific nationally recognised competency attained.

Pre-Requisites, Full and Nett Course Fees

Pre-Requisites

Applicants should possess a degree in any discipline or a diploma with a minimum of 3 years of related working experience.
Applicants who do not have the required academic qualifications are still welcome to apply, but shortlisted candidates may be required to attend an interview for special approval.
Proficiency in written and spoken English.

Full Course Fee

The full course fee for this course is $3,000 before funding and prevailing GST.

Nett Course Fee

International Participants	Singapore Citizens aged 39 years and below, Singapore Permanent Residents and LTVP+ Holders	Employer-sponsored and self-sponsored Singapore Citizens aged 40 years and above (MCES) ²	SME-sponsored local employees (i.e Singapore Citizens, Singapore Permanent Residents and LTVP+ Holders) (ETSS) ¹
$3,270	$981	$381	$381

All fees are inclusive of GST 9%.

Please note that fees and funding amounts are subject to change.

Long Term Visit Pass Plus (LTVP+) Holders
The Long Term Visit Pass Plus (LTVP+) scheme applies to lawful foreign spouses of Singapore Citizens with (i) at least one Singapore Citizen child or are expecting one from the marriage, or at least three years of marriage, and (ii) where the Singapore Citizen sponsor is able to support the family. All LTVP+ holders can be identified with their green visit pass cards, with the word 'PLUS' printed on the back of the card.

Long Term Visit Pass Plus (LTVP+) Holders

The Long Term Visit Pass Plus (LTVP+) scheme applies to lawful foreign spouses of Singapore Citizens with
(i) at least one Singapore Citizen child or are expecting one from the marriage, or at least three years of marriage, and
(ii) where the Singapore Citizen sponsor is able to support the family.

All LTVP+ holders can be identified with their green visit pass cards, with the word 'PLUS' printed on the back of the card.

¹ Enhanced Training Support For Small & Medium Enterprise Scheme (ETSS)
The ¹Enhanced Training Support for Small & Medium Enterprises scheme (ETSS) supports company-sponsored participants with up to 90% course fee subsidies. To qualify, both the employers and trainees must meet the following eligibility criteria. Eligible Small & Medium Enterprises (SMEs) must meet all of the following conditions: Registered or incorporated in Singapore Employment size of not more than 200 employees, or annual sales turnover of not more than $100 million SME-sponsored trainees must meet all of the following: Singapore Citizen or Singapore Permanent Resident Course fees are fully paid for by the employer Trainee is not a full-time national serviceman Further Information: This scheme is intended for all organisations, including non-business entities not registered with ACRA, for example, Voluntary Welfare Organisations (VWOs), societies, etc. Only ministries, statutory boards, and other government agencies are NOT eligible under the Enhanced Training Support for SMEs Scheme. Sole proprietorships which meet all of the above criteria are also eligible.

¹ Enhanced Training Support For Small & Medium Enterprise Scheme (ETSS)

The ¹Enhanced Training Support for Small & Medium Enterprises scheme (ETSS) supports company-sponsored participants with up to 90% course fee subsidies. To qualify, both the employers and trainees must meet the following eligibility criteria.

Eligible Small & Medium Enterprises (SMEs) must meet all of the following conditions:
- Registered or incorporated in Singapore
- Employment size of not more than 200 employees, or annual sales turnover of not more than $100 million
SME-sponsored trainees must meet all of the following:
- Singapore Citizen or Singapore Permanent Resident
- Course fees are fully paid for by the employer
- Trainee is not a full-time national serviceman

Further Information:
This scheme is intended for all organisations, including non-business entities not registered with ACRA, for example, Voluntary Welfare Organisations (VWOs), societies, etc. Only ministries, statutory boards, and other government agencies are NOT eligible under the Enhanced Training Support for SMEs Scheme. Sole proprietorships which meet all of the above criteria are also eligible.

² SkillsFuture Mid-Career Enhanced Subsidy (MCES)
The ²SkillsFuture Mid-Career Enhanced Subsidy (MCES) is meant for employer-sponsored and self-sponsored Singapore Citizens aged 40 years old and above. Eligible Singapore Citizens can receive higher subsidies of up to 90% of course fees.

² SkillsFuture Mid-Career Enhanced Subsidy (MCES)

The ²SkillsFuture Mid-Career Enhanced Subsidy (MCES) is meant for employer-sponsored and self-sponsored Singapore Citizens aged 40 years old and above.

Eligible Singapore Citizens can receive higher subsidies of up to 90% of course fees.

SkillsFuture Credit (SFC)
All Singapore Citizens aged 25 years old and above are eligible for SkillsFuture Credit (Opening Credit), which can be used to offset course fees (for self-sponsored registrations only).

SkillsFuture Credit (Mid-Career)
The SkillsFuture Credit (Mid-Career) is only applicable for the full ASTAR SkillsFuture Career Transition Programme (SCTP)* enrolments, and cannot be used for standalone or individual module sign-ups.

How Course Fees are Calculated

TYPE	CATEGORY OF INDIVIDUALS
	International Participants	Singapore Citizens aged 39 years and below, Singapore Permanent Residents and LTVP+ Holders	Employer-sponsored and self-sponsored Singapore Citizens aged 40 years and above	SME-sponsored local employees (i.e Singapore Citizens, Singapore Permanent Residents and LTVP+ Holders)
	FUNDING SOURCE
	Not applicable for Funding Support	SkillsFuture Funding (Baseline)	SkillsFuture Mid-career Enhanced Subsidy (MCES) ²	SkillsFuture Enhanced Training Support for SMEs (ETSS) ¹
Full Course Fee	$3,000	$3,000	$3,000	$3,000
Funding Support	Not Applicable	($2,100)	($2,700)	($2,700)
Nett Course Fee	$3,000	$900	$300	$300
GST 9%	$270	$81*	$81*	$81*
Total Course Fee Payable to Training Provider	$3,270	$981	$381	$381

* Based on 30% of Full Course Fee

About the Trainers

Registration

Please register for this course through our online form: Course Registration Form for Public Classes.
For the first question, please select "Modular Programmes (Standalone Modules".
Applicants will be placed on our waiting list if the course does not have an upcoming scheduled intake.
When the next intake is confirmed, a confirmation email with payment information will be sent to applicants to finalise their participation.

Collateral

Download brochure

Contact Us

Technical Enquiries	General Enquiries
Dr Ian CHAN, Email: chan_hian_leng_ian@a-star.edu.sg	Ms Charlotte LIM, Email: charlotte_lim@a-star.edu.sg

Schedules

Modules	Skills Course Code Reference	Next Intake(s)' Training Period (Click on the dates to view their schedules)	Registration Status
Mech M1: Design Precision Machines (42 hours)	TGS-2018502751	7 Oct 2026 - 30 Nov 2026	SIGN UP Now Registration for the Sep 2026 intake closes on 23 Sep 2026.
Mech M2: Develop Machine Health Monitoring Techniques (42 hours)	TGS-2019503722	The schedule for the next intake is still in the planning stage.
Mech M3: Geometric Dimensioning & Tolerancing (42 hours)	TGS-2018502728	1 Sep 2026 - 15 Oct 2026	SIGN UP Now The Sep 2026 intake is postponed. We will publish a new schedule soon.

Remarks: Participants are free to complete the mechatronics modules in whichever order they prefer.

Note: A*STAR SIMTech and A*STAR ARTC reserve the right to change the class/schedule/course fee or any details about the course without prior notice to the participants.

Announcement:

From 1 Oct 2023, attendance-taking for SWDA-approved/SWDA-funded courses must be done digitally via the Singpass App. More information may be viewed here.
Participants will be provided with digital course materials when attending our courses. Please note that printed copies will not be available.

Sessions

: Full day

: Morning

: Afternoon

: Evening

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