- 2080 Chaitra · 8 marks
Demand forecasting steps at load center
Short answer
Steps: classify consumers, project numbers and monthly consumption to design year with growth and coverage, compute daily energy and individual peak using load factor, sum class peaks weighted by contribution factor, then add losses and convert to kVA. Required data: consumer counts, monthly kWh, effective days, load factors, contribution factors, growth rates, and coverage factor.
Discuss the steps together with the data required for demand forecasting at a distribution system load center level.
Demand forecasting at a load centre (a village, town ward or the service area of one distribution transformer) estimates the peak demand and energy at a design year (usually the 5th year after commissioning, sometimes 10th/15th) so that the transformer, LT feeders and HT tap line can be sized. The method used in Nepal (NEA and IOE practice) is a consumer-class based end-use method.
Data required
| Data | Use |
|---|---|
| Number of households, shops, institutions, industries (potential consumers) by class | Base consumer count |
| Average monthly consumption per consumer of each class (kWh) | Energy per consumer |
| Number of effective (working) days per month for each class | Daily energy |
| Daily load pattern / load factor of each class | Converts energy to peak |
| Contribution (responsibility) factor of each class to the load centre peak | Combines class peaks |
| Population (consumer) growth rate | Growth in consumer number |
| Consumption growth rate per year | Growth in kWh per consumer |
| Electrification coverage factor by design year | Fraction actually connected |
| Project implementation period, power factor, loss allowance | Timing and kVA rating |
These come from field survey, census data, NEA billing records of similar electrified areas and socio-economic studies.
Steps
- Survey and classify consumers: domestic, commercial, non-commercial (institutions, schools, offices), industrial, irrigation, street lighting.
- Base year consumption: fix average monthly kWh per consumer of each class from similar electrified areas.
- Project consumer numbers to the design year : , where is population growth rate. Include the implementation period in .
- Project consumption per consumer: , where is consumption growth rate.
- Daily energy per consumer: .
- Individual peak from load factor: .
- Class peak: (times a coincidence factor if given).
- Load centre peak: .
- Add losses and convert to kVA: ; then choose the next standard transformer size (25, 50, 100, 200 kVA…).
- Annual energy: for revenue and loss studies.
The result gives transformer rating, LT feeder loading, and the demand that the 11 kV feeder must carry.
✓ Answer checked by Claude Opus 5.5 (high effort)
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