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§ Methodology

Every number, traceable to a standard.

The point of SEU is that the figure on the board slide is the figure the engineer can defend. Nothing is a fitted curve or a magic constant — each engine rests on a published standard, runs deterministically, and is calibrated to your meters. Here is exactly how.

§ 01

First-principles

Thermodynamics and psychrometrics, not regression on someone else’s plant.

§ 02

Deterministic

The same plant always returns the same result — seeded pseudo-randomness only, never an unrepeatable draw.

§ 03

Calibrated

Reconciled against your interval meter data, so the model answers to reality.

§ The engines
§ 01
IAPWS-IF97

Steam & condensate

Saturation temperatures, enthalpies and the full steam tables come from the international standard formulation for water and steam — driving every boiler, header, PRV, flash vessel, deaerator and condensate calculation.

§ 02
ASME PTC 4

Boiler efficiency

The heat-loss method: stack, radiation and blowdown losses subtracted from fuel input. Efficiency reflects the real fired plant and its losses, not a nameplate figure.

§ 03
AHRI 550/590 · Carnot-bounded

Refrigeration

Chiller energy uses the integrated part-load value across the load curve, and the best-practice target is bounded by the Carnot limit at the actual refrigeration lift — so the tool never proposes upgrading a −40 °C process chiller to a comfort chiller’s COP.

§ 04
ASHRAE psychrometrics

Air & moisture

Cooling, heating, dehumidification and humidification loads from moist-air enthalpy, the sensible/latent split and the apparatus dew point — the physics that makes classified cleanroom HVAC so demanding.

§ 05
TMY + schedules

Hourly simulation

Steady-state duties are spread across all 8,760 hours using a synthetic typical-meteorological-year and equipment schedules. The annual total is preserved exactly; what changes is when demand falls — so cost and carbon reflect demand and price actually coinciding.

§ 06
NPV · time-of-use

Economics & carbon

Measures are ranked on net present value with time-of-use electricity prices and hourly grid carbon, with a Monte-Carlo confidence band — not on simple payback, which flatters short-lived measures.

§ Calibration · IPMVP

A model is a hypothesis until it meets a meter.

Upload an interval electricity or gas series and SEU reconciles the model against measured consumption — a whole-facility baseline and the model-versus-measured variance, in the spirit of IPMVP Option C. The gap is shown honestly: a small variance is confidence, a large one is a finding worth chasing.

§ What it is — and isn’t

Trust comes from candour about the edges as much as confidence in the core.

A template is a starting point

A generated plant is a researched segment template. For an audit-grade result, calibrate it to your nameplate data and reconcile it against your meters.

Weather is synthetic

The typical-meteorological-year is a smooth analytical signal — accurate for load shape and free-cooling hours, not for a specific weather station. A site EPW file can be substituted.

Coupling is partial

A comfort chiller’s duty follows the air handlers it serves; process and low-temperature refrigeration still use nameplate duty until explicitly wired into the schematic.

Certification stays with you

SEU produces the analytical core of an audit. Formal certification, regulatory sign-off and on-site verification remain with your qualified auditor.

See the standards produce a result.

Open a sample audit and trace any figure back to the engine and the standard behind it.