Establish Baseline Energy & Regression Analysis
Master the data-driven framework required under EECA 2024. Turn raw energy data into audit-ready baseline models, defensible savings proof, and compliance reporting for Registered Energy Managers (REM).
"You cannot manage what you cannot baseline. Baseline regression separates real savings from operational noise."
8 Hours
CDP Points / Hours
21,600 GJ
EECA 2024 Threshold
≥ 12 Mos
Baseline Data Required
R² ≥ 0.75
Target Statistical Validity
0.0036 GJ
Conversion per kWh
Course Learning Outcomes
Structured competency building across key energy management pillars.
Concepts & Factors
Grasp concepts of energy baselines, EnPI/EEI (SEC/BEI), and variables affecting electrical and thermal energy use.
Compile & Normalize
Compile ≥12 months data, establish baseline, normalize weather/production data, and convert metrics to GJ.
Regression Modeling
Perform linear & polynomial regression analysis in Excel to model energy consumption and identify key drivers.
Trends & SEU
Interpret statistical outputs, detect performance anomalies, and isolate Significant Energy Uses (SEUs).
Validate & Target
Validate model robustness, set performance targets, and track normalized savings under EnMS & Act reporting.
EECA 2024 & Act 861 Compliance Requirements
Under the Energy Efficiency & Conservation Act 2024 (gazetted Dec 31, 2024; enacted Jan 1, 2025), commercial and industrial facilities consuming ≥21,600 GJ over 12 consecutive months must fulfill mandatory corporate directives.
Appoint Registered Energy Manager (REM)
Type 1 or Type 2 dependent on consumption thresholds (21,600 GJ to >50,000 GJ).
Implement EnMS
Framework setup within 1 year of REM appointment.
Annual EE&C Reporting
Electronic reporting within 30 days of REM 1-year anniversary.
Building Energy Intensity Labels
Maintain minimum 2-Star performance standard for office buildings with GFA ≥ 8,000 m².
Mandatory Energy Conversion Reference
| Energy Resource | Conversion Coefficient |
|---|---|
| Electricity | 0.0036 GJ / kWh |
| Solar Photovoltaic | 0.0036 GJ / kWh |
| Natural Gas | 0.045544 GJ / kg |
| Steam (10 bar) | 2.78 GJ / tonne |
| Chilled Water | 0.01266 GJ / RTh |
Course Syllabus
6 structured modules designed for Energy Managers, Engineers, and Auditors.
EECA 2024 Framework
Legal structure, compliance timelines, Energy Consumer thresholds, and Building Energy Intensity (EI) labeling.
Baseline Energy Definition
Establishing reference levels over 12+ months, baseline adjustments, and handling static vs. variable factors.
Energy Accounting Centers & SEI
Setting up EACs across facilities, defining Specific Energy Indicators (SEI/BEI), and unit benchmarking.
Data Acquisition & Variables
Dependent vs. independent variables, weather degree days (CDD via DegreeDays.net), sub-metering, and sampling.
Data Extraction & Bill Analysis
Extracting utility bill data, understanding tariff structures (Tariff C2, E2), maximum demand, and connected load charges.
Regression Modeling & M&V Integration
Linear/Polynomial modeling in Excel Analysis ToolPak, outlier removal (IQR), R²/RMSE validation, and ESM savings reporting.
Lead Instructors
Learn Directly From Certified Experts and Senior Academic Researchers.
Assoc. Prof. Muhamad Nabil Hidayat
Energy Specialist focusing on energy audit, IPMVP implementation, and sustainability project verification.
Assoc. Prof. Ts. Dr. Ezmin Abdullah
Certified M&V Professional (CMVP) with extensive industry experience in energy management and efficiency projects.
TRAINING FEES
All prices are inclusive of SST at 8% • Inclusive of 8 CDP Hours Certificate