Data-driven Energy Efficiency Management
*This is a non-WSQ module.


This course aims to equip participants with Data-Driven Energy Efficiency Management (D²EEM) concepts, methodology, analysis technologies and enabling system, allow them to master fundamentals knowledge, practical approaches and Internet-of-Things (IoT) specialized hands-on skills on energy data collection, monitoring and analysis, and promote them to lead EEM initiative of a company at the end of the programme.

This 2-day programme is jointly organised by the Singapore Institute of Manufacturing Technology (SIMTech) and the Singapore Institute of Technology (SIT), and is highly relevant to your organisation in monitoring and managing energy usage. Participants gain the opportunities to visit both the Model Factory@SIMTech and the Learning Factory@SIT for practical experiences.

about the programme

Energy Efficiency Management journey starts with an energy consumption monitoring system which can be provided by an off-the-shelf commercial system. The differentiators of this course from off-the-shelf monitoring systems are not only in providing holistic fundamentals concepts, knowledge, methodologies to address Energy Efficiency Management, but also to provide enabling technologies and practical IoT-based hands-on skills for energy data collection, monitoring and data-driven analysis. The D²EEM course will equip you with knowledge and skills for Digital Transformation in the area of Energy Efficiency Management.

This is definitely a premium course for you to start your IoT-based Energy Efficiency Management journey both for your organisation’s initiative and for own career.


  • Hands-on Practices with Actual IoT-based Toolkit and Industry Cases
  • Address Productivity and Energy Efficiency Issues during Coursework Cases
  • Showcase Success Stories of Industry Implementations

Who Should Attend

This course is recommended for Business Owners, Energy Managers, Facilities Managers, Senior/Middle Managers/Engineers, Supervisors, Professionals, Managers, Executives and Technicians (PMETs) with interests in Energy Efficiency Management and IoT technology.

Course Outline

Course Outline

The programme is delivered through immersive learning and aims to equip participants with effective practical tools and techniques, based on energy data monitoring and analytics.

Key focus areas or applications:

  • Overview of IoT Architecture
  • Embedded Systems
  • IoT Cloud Platform & User Interface
  • Group Presentation & Discussion
  • Competency Assessment
  • Overview of IoT-Driven Energy Efficiency Management
  • Energy Efficiency Management Methodology (E²MAPS)
  • Energy-Efficiency Monitoring and Analysis System (E²MAS)
  • Energy Efficiency Analysis and Assessment
  • E²MAS Server Setup and PowerDAQ for Data Collection

Upon Completion of This Course


Participants will be awarded with a Certificate of Attendance (COA) by SIMTech and/or ARTC if they meet the following criteria:

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

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

Pre-Requisites, Full and Nett Course Fees


  • 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 $1,600 before funding and prevailing GST.

Nett Course Fee

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) ²SME-sponsored local employees (i.e Singapore Citizens, Singapore Permanent Residents and LTVP+ Holders) (ETSS) ¹
All fees are inclusive of GST 9%.
Please note that fees and funding amount are subject to change.


  • The 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.


SMEs that meet all of the following eligibility criteria:

  • Registered or incorporated in Singapore
  • Employment size of not more than 200 or with annual sales turnover of not more than $100 million

SME-sponsored Trainees:

  • Must be Singapore Citizens or Singapore Permanent Residents.
  • Courses have to be fully paid for by the employer.
  • Trainee is not a full-time national serviceman. 

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


SkillsFuture Credit

For more information on the SkillsFuture funding schemes you are eligible for, please visit

How course fees are calculated

International Participants Singapore Citizens aged 39 years and below, Singapore Permanent Residents and LTVP+ HoldersEmployer-sponsored and self-sponsored Singapore Citizens aged 40 years and aboveSME-sponsored local employees (i.e Singapore Citizens, Singapore Permanent Residents and LTVP+ Holders)
 Not applicable for SkillsFuture FundingSkillsFuture Funding (Baseline)SkillsFuture Mid-career Enhanced Subsidy (MCES) ²SkillsFuture Enhanced Training Support for SMEs (ETSS) ¹
Full Course Fee$1,600 $1,600 $1,600 $1,600 
SkillsFuture FundingNot Applicable  ($1,120)($1,440)($1,440)
Nett Course Fee$1,600$480 $160$160
GST 9%
$144 $43.20* $43.20* $43.20*
Total Nett Course Fee Payable to Training Provider$1,744$523.20 $203.20 $203.20
* Based on 30% of Full Course Fee

Contact Us

  • For technical enquiries, please contact:

Dr George ZHAO Yizhi,

  • For general enquiries, please contact:

Ms Charlotte LIM,


  • Please register for this course through our Course Registration Form for Public Classes.
  • For the first question, please select Qn1: Modular Programmes
  • Applicants will be placed on our waiting list if the course does not have an upcoming scheduled intake.
  • Once the next intake is confirmed to commence, SIMTech will contact the applicants to share the class information.


Skills Course Reference Number Training Period
(Click on dates to view schedules)
Registration Status
  • Data-driven Energy Efficiency Management (16 hours)
The next intake's schedule is still in the planning stage.

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


  • From 1 Oct 2023, attendance-taking for SkillsFuture Singapore (SSG)'s funded courses must be done digitally via the Singpass App. More information may be viewed here.
FD: Full day
AM: Morning
PM: Afternoon
EVE: Evening