Electrical Load Scheduling
for Industrial Facilities:
Demand Factor, Diversity & Cable Sizing
An electrical load schedule is not a list of equipment ratings. Demand factors, diversity, power factor, and harmonic distortion all affect the cable and switchgear sizes that will actually be installed.
An electrical load schedule is the foundation document of every industrial electrical design. It is the engineering basis for transformer sizing, LV switchgear selection, cable sizing, distribution board capacity, and generator sizing. It should be a calculated engineering document โ but on too many Indian industrial projects, it is a list of equipment ratings copied from vendor datasheets, with no demand factors, no diversity, no power factor correction, and no load flow analysis.
The result is systematic over-specification: transformers sized for a load that will never be reached simultaneously, cables sized for nameplate currents that motors never draw under normal operation, and switchgear with MCB ratings that nuisance-trip under the inrush currents that were never calculated. Or worse โ under-specification where harmonic distortion from VFDs and UPS systems was ignored, causing cable overheating at loads well below rated capacity.
Demand Factor and Diversity: The Two Essential Concepts
Every load in an industrial facility has a demand factor โ the ratio of the maximum demand of the load to its installed (connected) capacity. A 37 kW motor driving a pump against a partially open valve may draw only 26 kW. The demand factor is 26/37 = 0.70. Summing nameplate ratings without demand factors produces the connected load โ never the actual maximum demand.
Demand factor vs diversity factor: Demand factor applies to a single load โ what fraction of its rating it actually draws. Diversity factor applies to a group of loads โ the ratio of the sum of individual maximum demands to the maximum demand of the whole group (which is always less than the sum, because not all loads peak simultaneously). Both must be applied to produce a realistic load schedule.
| Load Type | Typical Demand Factor | Diversity Factor Notes |
|---|---|---|
| Large process motors (>22 kW) | 0.75โ0.90 | Rarely all at full load simultaneously |
| Small motors (<7.5 kW) | 0.70โ0.85 | Cycling, intermittent duty common |
| HVAC compressors | 0.85โ0.95 | Near continuous duty at design load |
| Lighting (LED) | 0.95โ1.0 | Essentially constant when on |
| Office / general equipment | 0.50โ0.70 | High diversity โ many loads at partial use |
| UPS / critical loads | 1.0 | Always apply 1.0 โ no diversity for critical loads |
| Welding equipment | 0.40โ0.60 | High short-time peaks; low continuous demand |
| Process heaters | 0.85โ1.0 | Near continuous; cycling only via temperature control |
Power Factor: The Invisible Load
Active power (kW) is what does work. Apparent power (kVA) is what the electrical distribution system must carry. The ratio of the two is the power factor (PF): kW = kVA ร cos(ฯ). Most Indian industrial facilities have natural power factors of 0.75โ0.85 due to induction motor loads. This means the electrical infrastructure must be sized 15โ25% larger than the active load alone would suggest.
DISCOM penalties for low power factor: State DISCOMs in India apply penalty surcharges on bills where the average power factor falls below a threshold (typically 0.90 or 0.95 depending on the DISCOM). A facility drawing 500 kW at PF 0.78 draws 641 kVA โ paying for distribution capacity it wouldn’t need with PF correction. Capacitor banks correcting PF to 0.96 reduce apparent power to 521 kVA and eliminate the penalty surcharge. See also: power factor correction article.
- 01
Calculate Active Power (kW) Per Load
Motor nameplate kW ร demand factor ร number of units running. For loads with duty cycle, apply the running hours factor. This is the ‘real power’ column of the load schedule.
- 02
Apply Power Factor to Get kVA
Divide active power by the anticipated power factor at that load level. Motors at partial load have worse power factor than at full load โ use actual operating PF, not nameplate PF.
- 03
Calculate Reactive Power (kVAR)
kVAR = kVA ร sin(ฯ). This is needed for capacitor bank sizing and power flow analysis.
- 04
Apply Diversity to Load Groups
Sum active powers within each load group (e.g., all motors on a production line). Apply diversity factor to the group total โ not to individual loads.
- 05
Sum Groups for Transformer/Generator Sizing
Sum all load groups with appropriate inter-group diversity. Add HV auxiliary, lighting, and HVAC loads. Apply a total site diversity factor. The result is the maximum demand โ the basis for transformer sizing.
- 06
Add Future Expansion Reserve
Transformers and switchgear should be sized for 80% utilisation at current maximum demand, leaving 20% for expansion. Specifying equipment at 100% utilisation leaves no headroom and accelerates ageing.
Harmonic Distortion: The VFD and UPS Problem
Variable frequency drives, UPS systems, and switch-mode power supplies are non-linear loads. They draw current in pulses rather than sinusoidally, injecting harmonic currents (3rd, 5th, 7th harmonics and above) into the distribution system. These harmonic currents do not appear in a simple nameplate-based load schedule โ but they cause real cable heating, neutral conductor overloading, and transformer derating.
Cable Heating
Harmonic currents produce additional IยฒR heating in cables beyond what fundamental-frequency current alone would cause. Cables sized only for fundamental current may overheat at harmonic-distorted loads below their rated capacity. IEC 60364-5-52 derating factors must be applied.
Neutral Conductor Overloading
In three-phase systems with balanced linear loads, neutral current is near zero. With triplen harmonics (3rd, 9th, 15th) from switch-mode power supplies and fluorescent lighting, neutral currents can exceed phase currents. Neutral conductors must be sized at 1.73ร phase conductor size in high-harmonic environments.
Transformer Derating (K-factor)
Transformers feeding non-linear loads must be K-rated โ designed to handle harmonic heating. A standard transformer feeds 100% of rated capacity. A K-13 transformer is designed for a harmonic load equivalent to K=13. Applying a standard transformer to a high-harmonic load causes premature insulation failure.
Harmonic Mitigation
Active harmonic filters inject equal and opposite harmonic currents to cancel distortion at source. Passive LC filters tuned to specific harmonic frequencies are lower cost but less flexible. 12-pulse or 18-pulse drive configurations reduce harmonic generation at the VFD itself.
Short Circuit Calculation and Protection Coordination
Every switchgear and protection device must be rated for the maximum prospective short circuit current at its installation point. Under-rated devices fail catastrophically during fault events โ the MCB or MCCB that is rated at 10 kA cannot interrupt a 25 kA fault safely. This is a safety-critical calculation, not an optional refinement.
IEC 60909 / IS 13234 requirement: Short circuit calculations per IEC 60909 must be performed for all industrial LV distribution systems. The maximum short circuit current at every busbar and protection device must be calculated and verified against equipment ratings. This is a regulatory requirement for industrial electrical installations, not just good practice.
Cable Sizing: Current Capacity and Voltage Drop
Cable sizing balances three constraints: current-carrying capacity (thermal limit), voltage drop (quality of supply at the load), and short circuit withstand (energy the cable can absorb during a fault). All three must be checked โ cables that meet current capacity may fail voltage drop for long runs, or may be undersized for short circuit withstand on large feeders.
| Constraint | Governing Standard | Typical Limit |
|---|---|---|
| Current-carrying capacity | IEC 60364-5-52 / IS 3961 | Per cable tables, derated for installation method and grouping |
| Voltage drop โ motor feeders | IS 732 / IEC 60364 | โค5% from main switchboard to motor terminals |
| Voltage drop โ lighting feeders | NBC 2016 / IEC 60364 | โค3% from distribution board to final outlet |
| Short circuit withstand | IEC 60909 | Cable must survive fault current ร fault clearance time (Iยฒt โค kยฒSยฒ) |
The KVRM Electrical Load Scheduling Approach
- 01
Equipment List Review
We review the complete equipment list with vendor datasheets โ not just nameplate ratings. Starting kVA, running power factor, duty cycle, and harmonic content are captured for every significant load.
- 02
Load Schedule Development
Full load schedule with connected load, demand factor, running kW, power factor, kVA, and kVAR for every circuit. Load groups summed with diversity factors. Maximum demand calculated for each distribution board and the main incomer.
- 03
Power Factor Correction Design
Reactive power requirement calculated. Capacitor bank rating and connection point specified to achieve target power factor without causing resonance with harmonic loads.
- 04
Harmonic Assessment
Where VFD or UPS loads exceed 20% of transformer rating, harmonic distortion is assessed. Cable derating, neutral sizing, and filter requirements are specified.
- 05
Short Circuit and Protection Study
IEC 60909 short circuit calculations for all busbars. Protection device ratings verified. Discrimination study confirming selectivity of protection cascade.
Conclusion: A Load Schedule Is a Safety Document
An electrical load schedule that correctly applies demand factors, diversity, power factor, and harmonic effects is not a conservative document โ it is an accurate one. The accuracy matters because every downstream electrical safety decision โ cable sizing, protection ratings, transformer capacity โ follows from it.
The cost of getting the load schedule right is the engineering time to do it properly. The cost of getting it wrong is repeated nuisance tripping, overheating cables, under-performing power factor correction, and โ in the worst case โ protection devices that fail to interrupt fault currents they were never sized to handle.
Need Electrical Load Scheduling for Your Industrial Facility?
KVRM develops detailed electrical load schedules โ demand factor analysis, power factor correction, harmonic assessment, short circuit studies, and cable sizing to IEC 60364 and IS 732 โ for industrial, data centre, and pharmaceutical projects.
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