PREDAIOT
Power generation plant
Power Generation

Your plant runs on a dispatch order. Is the order economically optimal?

Unit commitment, ramping, and reserve-versus-energy are decided hour by hour against a market price. Small lags between the merit order and the real economics compound into a large annual gap.

One economic decision engine, applied across the entire energy value chain — from oil & gas and power generation to renewables, storage, grids and hydrogen.

Peak ≠ Average

A unit that runs flat through the peak sells its best hours at an average price.

Every start has a price

So does every hour offline while scarcity prices print. Both are calculable — before you commit.

Merit order moves

The market re-ranks your unit every hour. A fixed schedule can't answer a moving rank.

SMP is published

The marginal price tells you exactly when a MWh is worth double. Is anyone listening?

Where value leaks

Three decision-gap patterns in power generation

Unit commitment lagging the merit order

Committing or holding a unit an hour late — or early — sells energy at the wrong margin. The plant meets its MW target and still leaves money on the table.

Ramp cost ignored in the decision

Ramping fast to chase a peak has a fuel and wear cost. When that cost isn't priced against the captured margin, aggressive ramps quietly lose money.

Must-run hours at low or negative margin

Running through low-price hours to avoid a shutdown can cost more than the shutdown-restart cycle would. Nobody prices the two paths side by side.

How PREDAIOT applies

The same engine. Your sector.

Every decision is a transparent, auditable calculation against published market prices. No black box. No fabricated results.

01

Ingest

Existing asset telemetry via SCADA/EMS or a file upload — no hardware to replace.

02

Align

Against published market signals — marginal price, scarcity, demand.

03

Replay

Every decision is replayed against what the economically optimal one would have been that hour.

04

Quantify

The economic decision gap in your currency — cited to official sources, independently verifiable.

The levers we pull

The economic decisions specific to power generation

Price-aware unit commitment

Commit and de-commit on the hourly margin, not a day-ahead assumption.

Ramp-cost-aware dispatch

Weigh ramp fuel and wear against the margin the ramp captures.

Start/stop timing

Price the shutdown-restart cycle against holding through low hours.

Reserve-vs-energy allocation

Hold capacity for reserve only when energy value is lower.

What you get

A Decision Gap report — for your asset

01

Baseline — what your asset actually earned against real market prices, hour by hour.

02

Shadow run — the same decisions replayed with price-first logic.

03

Decision gap — the difference in OMR, broken down by leak type.

04

Top 20 actions ranked by OMR — date, hour, action taken vs. recommended.

05

Recovery roadmap — what captures each leak, with no software lock-in implied.

Before you start

Frequently asked

Isn't this what our dispatch optimizer does?

Dispatch optimizers schedule to meet load and constraints. We measure, after the fact and in OMR, how far each decision was from the economic optimum — then close that gap.

What data do you need?

One month of hourly unit dispatch and output. We align it to published market prices and return the decision gap by hour.

How much is your power generation leaving on the table?

Scarcity hours pay for the whole quarter — and they never announce themselves in advance.

Free 7-day diagnostic with a written guarantee — if we find no recoverable value, you pay nothing.