SEVA FIRST INNOVATION CHALLENGE 2026 / MAHARASHTRA ZONE
From submission
to demonstration.
GFIS Bioenergy Intelligence brings traceable forecasting and digital-twin decision support to a proposed farm-scale bioenergy study, with a longer-term regional service model.
Application received · 17 October 2026
The official participant dashboard confirms receipt. The entry remains subject to assessment. This acknowledgement is not selection, an award or funding approval.
THE ENTRY
GFIS Bioenergy Intelligence
Applicant: Chatake Innoworks Private Limited.
Team lead: Akash Shivadas Chatake.
Core team: five members.
Sector: Sustainability — Energy, Climate and Others.
Subtheme: Renewable energy, storage and distributed clean power for rural and urban areas.
The entry describes a working software prototype and testing in progress. The first proposed field study uses an existing small farm biogas installation. It does not require constructing an industrial plant.
THE TEAM
Five people. Defined responsibilities.
- Akash Shivadas Chatake
- Team lead, architecture and scientific review
Founder and researcher, Chatake Innoworks Private Limited. M.Tech AI/ML, BITS Pilani. - Tanishka Prashant Deshpande
- Data science and demonstration
VIT Pune, second year, Computer Science and Engineering (Data Science). Original GFIS and DIPEX contributor. - Priyanka Ramesh Patil
- Machine learning evaluation
BITS Pilani, second-semester M.Tech AI/ML. - Anuja Macchindranath Gurav
- Manufacturing and plant integration
COEP Technological University, second year, Manufacturing Science and Engineering. Apollo contributor. - Priyan Nitin Khandelwal
- Machine learning and digital twin software
D Y Patil, Ramrao Adik Institute of Technology, Navi Mumbai, third year, CSE (AI and ML). Apollo SIH contributor.
Responsibilities describe this competition team. Historical GFIS research predates the present roster; these credits do not attribute all earlier experiments to every member.
EVIDENCE AND SCOPE
Each claim has a boundary.
| Component | Current evidence | Next validation |
|---|---|---|
| Forecasting | Historical-data comparisons of persistence, XGBoost and LSTM. Total biogas and methane are separate targets. | Prospective site-specific measurements and evaluation. |
| Plant simulation | Interactive views, retained replay and numerical 48-hour scenarios. | Calibration against observed plant behaviour. Synthetic outputs are not field measurements. |
| Farm study | Existing installation as demonstration context. | Condition review, safe measurement plan, operator log and data-quality assessment. |
| Environmental benefit | Waste-to-energy purpose and intended benefit. | Measured baseline, useful energy accounting and leakage/operating-energy assessment where feasible. |
No autonomous physical control, validated VFA/ALK soft sensor or proven nationwide performance is claimed.
PROPOSED DELIVERY MODEL
Local plants. Shared regional support.
GFIS proposes a hub-and-spoke service in which local plants retain operating responsibility while regional teams provide shared monitoring, model review, maintenance planning and waste-to-energy reporting.
Planning tools would compare feedstock catchments, capacities and possible gas or energy logistics. District, state and national views would aggregate site-qualified records. Expansion depends on per-site integration, calibration, safety review, governance and commercial viability.
Physical pipelines, inter-plant gas transfers and nationwide operations remain proposals requiring engineering, regulatory and economic assessment. Scalability and sustainability are intended advantages, not established field outcomes.
Explore the business and pilot proposal ↗PREPARATION
The next useful result is a reliable record.
- Brief the team on the submitted scope and rehearse a reproducible demonstration.
- Arrange a competent plant suitability review before instrumentation.
- Establish an agreed manual log and document missing measurements.
- Evaluate quality and usability before making new forecasting claims.
- Consider a second consenting site only after feasibility and resource review.
The portal lists assessment for 1–15 November, online presentations for 16–25 November and the Nagpur finale for 7 December 2026. Participation in later stages depends on official selection and subsequent organiser instructions.
Private registration details, contact information, identity documents, internal application records and protected research are not published here.