Select and inspect.
Import an explicitly approved, bounded file snapshot. Keep source files and the revision visible. Web import is not automatic folder synchronisation.
SEVA FIRST · MAHARASHTRA · 2026
Intelligence for
better bioenergy.
Physics-guided intelligence for biogas plants. Understand the records, explore plant behaviour and make the next decision with clearer evidence.
A farm-first proposal by
Chatake Innoworks Private LimitedMeet the team
Chatake Innoworks Private LimitedMeet the team
PLANT ASSEMBLY / ENGINEERING VIEWSoftware prototype
DIGESTER · SENSORS · PROCESS CONNECTIONSEnlarge ↗
An existing GFIS engineering view. The proposed farm connection is the next field step.
01 / OBSERVE
Make the plant record useful.
02 / UNDERSTAND
Compare models with evidence.
03 / DECIDE
Keep operators in control.
SEVA FIRST / MAHARASHTRA ZONE
Submitted. Ready for the next step.
GFIS Bioenergy Intelligence submitted its company entry on 17 October 2026. A five-member team will prepare the next demonstration, combining an existing software prototype with a proposed farm measurement study.
Portal acknowledgement verified. Assessment and selection remain pending.
THE TECHNOLOGY
A traceable path from
observation to decision.
Process records, forecasting and numerical scenarios in one engineering workflow. Select a stage to inspect its inputs and outputs.
Start with a reliable record.
Feed mass, timestamps, safely measured temperature and gas-meter readings enter a versioned record. Units, missing values and calibration status remain visible. The output is a traceable plant history.
Read the measurement protocol ↗THE ENGINEERING SOFTWARE
Engineering, with
a visible record.
Bring selected project inputs, retained models and numerical scenarios into a revision-based engineering workspace. Inspect what changed, retain the result and verify a replay.
Open Synthesis ↗Know what produced the number.
Retained LSTM, XGBoost and persistence inference uses historical total-biogas inputs. Synthetic plant scenarios remain separately labelled.
Keep the decision record.
Retain checked revisions in an authenticated workspace, inspect calculation dependencies, export a record and replay it with the same engine.
Workspace data requires authorised sign-in. This is engineering software, not autonomous plant control. Screenshot values are not farm observations.
Connected workspace · sign-in required ↗PROPOSED FARM CONNECTION
- Farm observations
- Quality review
- Synthesis analysis
- Operator review
- Saved report
The software is deployed. Farm instrumentation, data integration and prospective validation are the next pilot steps—not completed field work.
THE FIRST DEMONSTRATION
Start where
the waste is.
An existing small farm biogas installation provides a practical setting for the first proposed measurement and usability study.
Can an operator maintain a useful record, see where observations are missing, and produce a report that explains the plant’s behaviour?
- Review safe measurement options.
- Establish a daily baseline with the operator.
- Evaluate data quality before model performance.
Proposed pilot. No connected farm trial is claimed.
RESEARCH FOUNDATION
Show the result.
Keep its context.
Retained GFIS experiments and software form the starting point. Each type of evidence supports a different question.
500,400
One-minute records
DS-06 contains total-biogas flow from one full-scale facility. The processed set contains 491,761 records.
Dataset and claim boundaries ↗ROLLING-ORIGIN VALIDATION
Does memory help forecasting?
Verified retained run means across three rolling-origin folds, with seeds averaged within each fold. Lower is better. Total biogas at one facility; farm performance remains to be evaluated.
NUMERICAL SCENARIOS
48 hours of
“what happens if?”
Explore nominal operation, temperature disturbance and process stress through retained numerical trajectories.
Synthetic scenarios; the horizon is simulated time. VFA/ALK curves are model responses awaiting laboratory validation.
Open existing simulator ↗IMPLEMENTATION
One measured step.
Then the next.
A proposed 90-day programme beginning after site approval and resource confirmation.
- DAYS 01–07
Assess
Condition review, access agreement, record schema and instrument quotes.
- DAYS 08–21
Establish
Manual baseline and a practical operator walkthrough.
- DAYS 22–60
Observe
Continue records; introduce approved measurement where feasible.
- DAYS 61–90
Evaluate
Review quality, feasible baselines and readiness for a second site.
PROVISIONAL PILOT ALLOWANCE
₹31,900Incremental measurement, installation review, calibration, training and data support. Includes 10% contingency; excludes the existing plant and founder development time. Quotes and the final funding ask remain to be agreed.
Budget breakdown ↗PROPOSAL LIBRARY
The proposal.
Every detail, in context.
01↗02↗03↗
Proposal & business case
Technology, pilot scope, budget and impact equations.
Farm pilot protocol
Measurements, records, quality checks and evaluation.
Evidence & demonstration
Research scope, retained results and product tour.
3 documents
THE WIDER GFIS PLATFORM