Not a DPR or investment solicitation.
Hub-and-spoke scenario; field survey pending.
Evidence memory from plant edge to national portfolio.
Current scheme terms must be reverified at submission.
Decision sought
Authorize a measured pre-feasibility and pilot-development programme.
The immediate request is not construction funding. It is approval to validate feedstock, shortlist land, conduct laboratory BMP/TS/VS/COD studies, obtain process and EPC quotations, complete statutory screening and produce a lender-reviewable DPR.
Technology architecture
One governed chain from waste receipt to verified energy.
Feedstock assurance
Weighbridge, source contract, contamination inspection, TS/VS/COD/BMP and seasonal mass balance.
Verified tonnes/dayPreparation
Segregation, depackaging, size reduction, pulping, dilution and controlled feed buffering.
Conditioned organic slurryAnaerobic conversion
Heated and mixed digestion governed by HRT, OLR, temperature, pH, VFA/ALK and gas quality.
Raw biogas + digestateGas upgrading
H₂S and moisture removal, CO₂ separation, compression, storage, custody metering and safe flare.
BioCNG / energy exportGFIS assurance
SCADA historian, physics-guided forecasting, alarms, experiment memory, MRV and portfolio reporting.
Auditable operating evidenceTechnology boundary: GFIS is the planning, intelligence, simulation and evidence layer. PLC/SIS/ESD, process package design, pressure systems and safety-certified control remain under qualified engineering authorities and OEMs.
Illustrative commercial architecture
Uses of funds, operating budget and financing logic.
Reference planning case
| Capital-use category | Allowance | Required confirmation |
|---|---|---|
| Land development and civil works | ₹1.25 Cr | Survey, geotechnical and local civil BOQ |
| Reception and feed preparation | ₹0.95 Cr | Waste composition and OEM sizing |
| Digestion, heating and mixing | ₹2.20 Cr | Guaranteed process package quotation |
| Gas cleaning, upgrading and compression | ₹1.75 Cr | Raw-gas flow/composition and delivery pressure |
| Utilities, electrical, flare and fire safety | ₹0.85 Cr | SLD, load list and safety engineering |
| Instrumentation, SCADA, laboratory and GFIS | ₹0.55 Cr | Instrument index, cybersecurity and calibration plan |
| Engineering, approvals, contingency and IDC | ₹1.10 Cr | Delivery route, schedule and financing terms |
| Total planning allowance | ₹8.65 Cr | Illustrative only; no investment reliance |
Feedstock logistics, manpower, parasitic power, heat, media, maintenance, laboratory, insurance and digestate handling.
BioCNG/power offtake, gate fee where lawful, digestate product and verified environmental attributes.
Calculate only after yield guarantee, uptime, price, escalation, debt tenor, tax and replacement reserve are fixed.
Development programme
A controlled path from evidence to commissioning.
Pre-feasibility
Feedstock survey, sampling, sites, utilities, offtake and stakeholder map.
DPR + FEED
Mass-energy balance, OEM quotes, HAZOP, permits, finance and procurement strategy.
EPC delivery
Detailed engineering, civil works, equipment, FAT/SAT and operator readiness.
Commissioning
Biological ramp-up, performance testing, acceptance and evidence baseline.
Portfolio scale
Replicate only with measured lessons, standard designs and district-level controls.
Project-development stage gates
Nothing becomes “bankable” by changing a label.
Level 1 Concept
National plant distribution engine
The Level 1 student project frames GFIS as an AI-driven planning system for rural Maharashtra and national expansion. It combines geospatial AI, methane-yield ML, computer vision feedstock classification and IoT monitoring.
- Identify high-feedstock villages and taluka clusters.
- Score candidate sites using livestock, crop waste, roads, grid, water and market access.
- Run K-Means clustering for hub/spoke distribution.
- Estimate methane and carbon-credit potential for each plant cluster.
- Send operational plants into Level 2 PIML monitoring.
Suitability Model
Plant Viability Score
Score = 0.40F + 0.25I + 0.20E + 0.15V
F = feedstock availability, I = infrastructure access, E = economics, V = environmental suitability. This is the planning layer before the Level 2 reactor intelligence begins.
Current viability--
Industrial proposal dossier
Required evidence package
Executive and institutional case
Promoter, beneficiaries, implementing agency, ownership/SPV, project boundary and procurement route.
Feedstock assurance
Thirty-day compositional sampling, seasonal availability, competing uses, contamination, contracts and delivered cost.
Site and logistics
Surveyed coordinates, land title, buffers, flood risk, road movement, water, power, digestate and gas evacuation.
Process design basis
Feed TS/VS/COD/BMP, HRT/OLR, reactor type, gas yield, upgrading, storage, flare and mass-energy balance.
Electrical and instrumentation
SLD, load list, MCC/VFD, instrument index, cause-and-effect, historian, calibration and cybersecurity zones.
Safety and compliance
HAZID/HAZOP, hazardous-area classification, gas detection, relief/flare, fire protection, permits and emergency response.
Commercial model
Vendor-backed CAPEX/OPEX, financing, tax, escalation, gas/power/offtake, digestate revenue and sensitivity cases.
Delivery and performance
WBS, schedule, quality plan, FAT/SAT, commissioning, performance guarantees, O&M staffing and spares.
SCADA and MRV architecture
Minimum connected instrument register
| Tag family | Measured purpose |
|---|---|
| FT / FQI | Feed, raw biogas, upgraded gas, flare and export flow with totalisation |
| AIT | CH₄, CO₂, H₂S, O₂, moisture and—where applicable—CO/H₂ syngas composition |
| TT / PT / LT | Digester/gasifier temperature, pressure, storage level and equipment protection |
| pHT / laboratory | pH plus governed VFA, alkalinity, TS, VS, COD and BMP sampling |
| Power / weather | Import/export energy, parasitic load, ambient temperature and rainfall context |
| CMMS / events | Alarm, trip, downtime, maintenance, calibration and operator-action evidence |
Scheme and source register
Authoritative proposal references
MNRE Waste-to-Energy Programme and CFA conditions
MNRE BioURJA application programme
MNRE National Bioenergy Programme overview
University of Iowa industrial dataset record
Scheme periods, CFA rates and eligibility can change. GFIS stores the source and retrieval date; the applicant must verify the live official portal before submission.
Industrial evidence credit · DS-06
Muscatine WRRF laboratory, operational and SCADA dataset
Creators: Hunter W. Schroer and Craig L. Just. Publisher: University of Iowa. Published: 3 January 2024. DOI: 10.25820/data.006715. Licence: Open Data Commons Attribution (ODC-By) v1.0.
GFIS uses a lossless selected-column index of 500,400 one-minute SCADA records collected between 18 March 2022 and 28 February 2023 for industrial replay and data-quality study. The source Biogas channel is total biogas in CFM; it is never relabelled as methane.
Schroer, H. W., & Just, C. L. (2024). Laboratory, operational, and SCADA datasets for anaerobic co-digestion at the Muscatine, IA Water Resource Recovery Facility. University of Iowa. https://doi.org/10.25820/data.006715
ML Location Prediction
Candidate plant clusters
Government Proposal Story
Business case
GFIS can be presented to government as a planning-and-monitoring platform: Level 1 selects where plants should be installed; Level 2 monitors and simulates plant operation; the legal/IP package protects GFIS software, brand and deployment logic.
| Layer | Government value |
|---|---|
| Village GIS scoring | Objective plant placement and subsidy targeting |
| District hubs | Central monitoring of 50-200 plants per hub |
| ML yield forecasting | Energy planning and revenue estimation |
| IoT monitoring | Failure prevention, audit trail and service accountability |
| Carbon accounting | MRV-ready reporting for climate finance |
IP and Copyright Position
GFIS ownership documents
The pack includes GFIS copyright registration/application documents and author NOC copies from the legacy GreenWorks legal folder. Use this as evidence that GFIS is being treated as protected software/IP, while final legal claims should be checked by counsel.
Generated proposal note