CASE13 · Manufacturing · Multi-site utilities
Benchmarking chiller and CDA performance across four production facilities
Seasonal comparisons of low-/high-temperature cooling and compressed dry air use best-performing operation as a benchmark. Staging and bypass analysis identifies a multi-site utility improvement portfolio.
01 · CASE ANALYSIS
Operating challenge
Four facilities differed in UPI, load and the gap between actual and required units. Some chilled-water header bypass valves remained highly open for long periods.
The analysis used the best comparable operating performance within or between facilities as a target, with low-temperature (LT), high-temperature (HT) and CDA boundaries kept separate.
02 · CASE ANALYSIS
Data and benchmarking
Seasonal energy costs, chiller/pump UPI, CDA UPI, load ratios, actual/required unit counts and header bypass openings were compared. Reported annual costs totaled approximately KRW 104.496 billion.
The benchmark estimates improvements of 4.8% for LT cooling, 1.6% for HT cooling and 4.7% for CDA. Displayed average UPI differences are rounded and need not reproduce those rates exactly.
| System | Mean UPI | Potential reduction / rate | Cost potential |
|---|---|---|---|
| LT chillers + chilled-water pumps | 0.59 kWh/RT | 0.03 kWh/RT; 4.8% | KRW 565 million/year |
| HT chillers + chilled-water pumps | 0.47 kWh/RT | 0.01 kWh/RT; 1.6% | KRW 430 million/year |
| CDA | 0.119 kWh/m³ | 0.006 kWh/m³; 4.7% | KRW 3.107 billion/year |
| Combined | — | Approximately 3.9% of utility cost | KRW 4.102 billion/year |
03 · CASE ANALYSIS
Operating opportunities
Reported average operating margins across the facilities were approximately 2.9 LT chillers, 1.7 HT chillers and 7.3 compressors. Some LT bypass openings averaged about 64% and 37%.
Reduce unnecessary bypass and parallel operation only within minimum-flow, reserve and production-stability requirements. Select compressor combinations using demand, pressure and equipment efficiency together.
04 · CASE ANALYSIS
Measurement and verification
The approximate KRW 4.102 billion/year is the sum of reported LT, HT and CDA cost potentials. It is not a confirmed multi-site saving.
Cooling baselines should account for RT, weather and water temperatures; CDA baselines should account for airflow demand, pressure, production and staging. Verify each facility under comparable conditions.
| System | Actual units | Required units | Reported margin |
|---|---|---|---|
| LT cooling | 11.9 | 9.0 | 2.9 |
| HT cooling | 21.5 | 19.7 | 1.7 (reported) |
| CDA | 53.9 | 46.6 | 7.3 |
| CDA load | Airflow-based: 87% | Power-based: 94% | Different indicator definitions |
05 · CASE ANALYSIS
Engineering lesson
A benchmark reveals where to investigate, but does not prove that another site can reproduce the best UPI. Loads, reserve requirements and process constraints must be evaluated first.
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