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Concern 2 · feeding

What to feed, and when?

The feeding AI puts the electricity prices and the feeding recommendation side by side: which substrate in which amount, and when the plant should run.

Farm with a brick barn and tractor in the morning light

Sound familiar?

Three questions from daily plant operation.

Does the feed amount match the price?

Gas is produced with a delay. Whoever wants to run by price must plan ahead.

What did I actually feed?

The history of feed amounts often only sits in the control system.

What is recommended tomorrow?

A recommendation needs prices, stocks and the plant's limits.

How the learning system answers

Recommendation and history in one place.

The heat maps show measured daily amounts and the plan in one view, plus the prices the recommendation is based on.

How does the feed amount of the next days change with the new prices?

The system recommends feeding somewhat more on the expensive days and reducing the amount on the cheap ones. The price source is named.

Source: price forecast (15-minute prices), feed history from the control system

Example with invented data

Questions you can ask

  • What did I feed last week?
  • Which substrate pays off at this price?
  • When should the plant run?
  • Where does the price the recommendation is based on come from?

Every number comes from a fixed calculation, not from the language model. Every answer names its source.

What goes into the digester

The measured daily amounts and the plan are in one view.

What it looks like

Prices and recommendation side by side.

Prices on top, below the recommendation per substrate and day. Colour shows the deviation from today.

Feeding plan ahead of the price peak00:00
ELECTRICITY PRICE · DAILY CURVE0,0 ct/kWh051000:0006:0012:0018:0024:00SILOFEEDERDIGESTERGAS STORAGECHPAUSFEEDING PLAN PER HOUR (EXAMPLE)00:0006:0012:0018:0024:00Base feedahead of the peak
Price now–
Feed today–
Engine–

Example with invented values

PriceBeispielwert · example value 48Beispielwert · example value 24Beispielwert · example value 8Beispielwert · example value 31Beispielwert · example value 64Beispielwert · example value 74Beispielwert · example value 70Beispielwert · example value 63Beispielwert · example value 17Beispielwert · example value 5Beispielwert · example value 42Beispielwert · example value 61Beispielwert · example value 94Beispielwert · example value 81Substrate ABeispielwert · example value 33Beispielwert · example value 5Beispielwert · example value 26Beispielwert · example value 63Beispielwert · example value 82Beispielwert · example value 91Beispielwert · example value 66Beispielwert · example value 18Beispielwert · example value 18Beispielwert · example value 25Beispielwert · example value 50Beispielwert · example value 70Beispielwert · example value 94Beispielwert · example value 60Substrate BBeispielwert · example value 19Beispielwert · example value 27Beispielwert · example value 52Beispielwert · example value 88Beispielwert · example value 84Beispielwert · example value 76Beispielwert · example value 34Beispielwert · example value 24Beispielwert · example value 28Beispielwert · example value 37Beispielwert · example value 69Beispielwert · example value 80Beispielwert · example value 80Beispielwert · example value 33Substrate CBeispielwert · example value 17Beispielwert · example value 34Beispielwert · example value 72Beispielwert · example value 85Beispielwert · example value 71Beispielwert · example value 45Beispielwert · example value 18Beispielwert · example value 25Beispielwert · example value 44Beispielwert · example value 83Beispielwert · example value 96Beispielwert · example value 86Beispielwert · example value 47Beispielwert · example value 7OutputBeispielwert · example value 41Beispielwert · example value 77Beispielwert · example value 96Beispielwert · example value 82Beispielwert · example value 56Beispielwert · example value 13Beispielwert · example value 21Beispielwert · example value 34Beispielwert · example value 60Beispielwert · example value 76Beispielwert · example value 88Beispielwert · example value 62Beispielwert · example value 10Beispielwert · example value 20today+14 days
Example with invented values

From the silo to the recommendation

Prices, stocks and the plant's limits belong together.

How it works

From the price to the recommendation.

01

Fetch prices

The current price forecast is read in 15-minute steps, never averaged to hours.

02

Calculate the plan

A fixed calculation computes substrate amounts and plant output within the plant's limits.

03

Check and decide

You see plan and history side by side. The decision stays with you.

Learning system and Pseudomizer

Two building blocks, one goal: answers without handing out originals.

Learning system

The learning system (RAG)

A system of your own with its own storage. It reads your documents and measurement data, answers in plain sentences and names the source. At night it asks itself new questions and reports gaps.

More on the local AI
Pseudomizer

The Pseudomizer

If you also want to use a large cloud AI, the Pseudomizer creates a shadow copy and checks it with subject-specific check chains. The original stays with you. Leak rate at the exit: 0.00 %. Guards detect, the judge stage blocks when in doubt, healing cleans up.

To the Pseudomizer

More concerns

What operators also want to know.

Who uses how much electricity?

The plant's own consumption split across consumers, even when not everything is measured.

To the page

When should the CHP run?

Electricity price outlook as a heat map, to plan operation against the price.

To the page

May this go to the cloud?

Original versus mirror: use cloud AI without originals leaving the house.

To the page

Where does the heat go?

Heat network at a glance: flow, return, output, storage. One click opens the chart.

To the page

Bring us your biggest annoyance.

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