company Logo
  • Home
  • Challenges
  • Tata InnoVerse Partners
  • Showcase
  • About Us
Login Register
company Logo
  • Home
  • Challenges
  • Tata InnoVerse Partners
  • Showcase
  • About Us
  • Login Register
Tata Innoverse : Sign Up
  1. Home
  2. Challenges
...

Automatic inspection system for gears and shafts for CTQ parameters compliance

We are seeking solutions for automated measurement of critical to quality parameters in gear shafts for 100% of parts manufactured. 

  commensurate

 
Reward money is paid in exchange of legally acquiring the solution, implementing it to solve the problem and meeting the success criteria. Milestones for paying the reward money would depend upon the complexity of challenge and maturity of the proposed solution, which would be discussed with the solver as soon as the proposed solution is selected by us.

  03 Aug 2026

 

Challenge details:

The gear and shaft manufacturing process involves several stages of machining operations for producing the required gear profiles and various other features on the gear and shaft. These features and profiles are critical to quality (CTQ) and need to meet design tolerances (ref. Figure 1). The current inspection setup is a manual process involving multiple measurement equipment that are time-consuming and result in audit-based sampling rather than 100% inspection. This limits our ability to ensure full compliance with CTQ parameters and traceability across production batches.

Gear Critical to Quality (CTQ) dimensions inspection:

  • Inside diameter (ID/Bore diameter)
  • Linear dimensions
  • Face runouts
  • Special profile on Gear teeth

Shafts Critical to Quality (CTQ) dimensions inspection:

  • Outer diameter
  • Linear dimensions
  • Linear dimension with groove position
  • Face and OD runouts
  • Special profile on Gear teeth

We are seeking an innovative, automated inspection solution that can:

  • Perform comprehensive inspection of gears and shafts with measurement accuracy as per design tolerance in drawing (minimum tolerance band value is 0.012mm or +/-0.006mm).
  • Cover maximum CTQ parameters with minimal cycle time (Production volume 100% inspection @1300 Gears & @450 Shaft per day).
  • Ensure 100% inspection with digital traceability of measurement results (QR code scanning)
  • Generation of tabular and graphical reports for selected batch with SPC calculations
  • Provision to connect data directly to QDAS server
  • Be scalable and adaptable to different gear/shaft variants (Shaft length from 100 to 550 mm; Gear diameter from 50mm to 300mm)
  • Cost effective
...
Early prediction of fire risk in EV lithium-ion batteries
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Sealed lithium-ion battery packs/cells based on LFP chemistry and prismatic cell format are stored at approximately 40% state of charge in a warehouse environment.We are seeking solutions that can provide early warning of thermal instability or potential fire risk in sealed lithium-ion batteries during warehouse storage and during transportation from supplier to factory.
...
Slag Pot Crack Detection
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Slag pots used in blast furnace operations are prone to crack formation due to extreme temperatures, thermal cycling, and mechanical stresses. Current manual inspection methods are subjective and may miss critical defects. The challenge is to develop an automated, non-contact solution to accurately detect, classify, and report cracks on slag pots in a high-temperature steel plant environment, enabling safer and more reliable operations.
...
Automated Scotching System for Torpedo Ladles
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Torpedo ladles used for hot metal transportation are currently secured using manually placed wooden scotch blocks, exposing operators to significant safety risks from moving equipment, high temperatures, and pinch points. The plant operates 51 torpedo ladles of varying sizes, with scotching requirements differing based on wheel position and track gradient.The challenge is to develop an automated, remotely operated scotching system integrated onto the torpedo ladle itself, capable of deploying and retracting scotch blocks without manual intervention. The solution must be self-powered, operate reliably in harsh steel plant conditions (up to ~250°C), withstand heat, dust, and sparks, be fail-safe during emergencies, and either use existing wooden scotch blocks or a suitable alternative material with equal or better performance. Modifications to existing equipment or infrastructure may be considered.
...
Automation of Hot Metal Sampling in Blast Furnace Runner
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Hot metal samples are manually collected from blast furnace runners three times per cast, exposing operators to molten metal, extreme heat, fumes, glare, and splash hazards. We seek autonomous or remote-operated solutions that can safely and reliably collect representative samples with equal or better consistency while operating in harsh runner conditions and eliminating human exposure.
...
EMS structural health monitoring
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

We are seeking an automated structural health monitoring solution that can continuously assess the condition of the overhead EMS track system, identify early signs of failure, and provide timely maintenance insights.
...
Automation of Roller Brake Test (RBT) in Commercial Vehicles
Rewards proportional to the value add! Few solutions could be available! Efforts might be needed to customize the solution.

We are seeking solutions to automate the Roller Brake Test (RBT) process for manual-transmission commercial vehicles by eliminating driver-dependent operations, including clutch, accelerator, brake, steering, engine control, and gear shifting, enabling a safe, consistent, and fully automated testing process.
...
Zero waste discharge solution for chemical sludge and ATFD salts from electronics manufacturing
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

We are seeking practical, scalable, and economically viable solutions that can eliminate/reduce the sludge waste and ATFD salt volumes generated through the ETP and ZLD facilities and identify potential value creation through resource recovery pathways. The treatment process should be capable of seamless integration with the current operations.
...
Separation of Zn and Fe from GCP sludge cake
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

We seek technologies capable of recovering zinc from blast furnace gas cleaning plant sludge so that it can be safely and effectively reintroduced into the pellet‑making process. Any solution must be compatible with the sludge's typical composition—more than 20% carbon, 6-10% iron, and measurable quantities of manganese, calcium, and other heavy metals—while reducing its hazardous characteristics. Technology providers are expected to deliver end‑to‑end solutions, including feed preparation, zinc recovery processes, and downstream offtake arrangements. Proposed approaches should ensure long‑term operational feasibility and support the company's broader circular‑materials strategy.
...
Early prediction of fire risk in EV lithium-ion batteries
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Sealed lithium-ion battery packs/cells based on LFP chemistry and prismatic cell format are stored at approximately 40% state of charge in a warehouse environment.We are seeking solutions that can provide early warning of thermal instability or potential fire risk in sealed lithium-ion batteries during warehouse storage and during transportation from supplier to factory.
...
Slag Pot Crack Detection
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Slag pots used in blast furnace operations are prone to crack formation due to extreme temperatures, thermal cycling, and mechanical stresses. Current manual inspection methods are subjective and may miss critical defects. The challenge is to develop an automated, non-contact solution to accurately detect, classify, and report cracks on slag pots in a high-temperature steel plant environment, enabling safer and more reliable operations.
...
Automated Scotching System for Torpedo Ladles
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Torpedo ladles used for hot metal transportation are currently secured using manually placed wooden scotch blocks, exposing operators to significant safety risks from moving equipment, high temperatures, and pinch points. The plant operates 51 torpedo ladles of varying sizes, with scotching requirements differing based on wheel position and track gradient.The challenge is to develop an automated, remotely operated scotching system integrated onto the torpedo ladle itself, capable of deploying and retracting scotch blocks without manual intervention. The solution must be self-powered, operate reliably in harsh steel plant conditions (up to ~250°C), withstand heat, dust, and sparks, be fail-safe during emergencies, and either use existing wooden scotch blocks or a suitable alternative material with equal or better performance. Modifications to existing equipment or infrastructure may be considered.
...
Automation of Hot Metal Sampling in Blast Furnace Runner
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

Hot metal samples are manually collected from blast furnace runners three times per cast, exposing operators to molten metal, extreme heat, fumes, glare, and splash hazards. We seek autonomous or remote-operated solutions that can safely and reliably collect representative samples with equal or better consistency while operating in harsh runner conditions and eliminating human exposure.
...
EMS structural health monitoring
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

We are seeking an automated structural health monitoring solution that can continuously assess the condition of the overhead EMS track system, identify early signs of failure, and provide timely maintenance insights.
...
Automation of Roller Brake Test (RBT) in Commercial Vehicles
Rewards proportional to the value add! Few solutions could be available! Efforts might be needed to customize the solution.

We are seeking solutions to automate the Roller Brake Test (RBT) process for manual-transmission commercial vehicles by eliminating driver-dependent operations, including clutch, accelerator, brake, steering, engine control, and gear shifting, enabling a safe, consistent, and fully automated testing process.
...
Zero waste discharge solution for chemical sludge and ATFD salts from electronics manufacturing
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

We are seeking practical, scalable, and economically viable solutions that can eliminate/reduce the sludge waste and ATFD salt volumes generated through the ETP and ZLD facilities and identify potential value creation through resource recovery pathways. The treatment process should be capable of seamless integration with the current operations.
...
Separation of Zn and Fe from GCP sludge cake
Rewards proportional to your differentiated solution! More than one solution is expected to exist. Solution may be implemented without customization.

We seek technologies capable of recovering zinc from blast furnace gas cleaning plant sludge so that it can be safely and effectively reintroduced into the pellet‑making process. Any solution must be compatible with the sludge's typical composition—more than 20% carbon, 6-10% iron, and measurable quantities of manganese, calcium, and other heavy metals—while reducing its hazardous characteristics. Technology providers are expected to deliver end‑to‑end solutions, including feed preparation, zinc recovery processes, and downstream offtake arrangements. Proposed approaches should ensure long‑term operational feasibility and support the company's broader circular‑materials strategy.
Privacy Policy Terms & Conditions © 2026 Tata Sons Private Limited. All Rights Reserved.
Message

Please login to continue.

Seek Clarification
Please select challenge
Enter subject

0/2000

Enter your query
captcha_Img

Message

close
Query Sent Successfully.
Privacy Policy Terms & Conditions
© 2026 Tata Sons Private Limited. All Rights Reserved.