De-Risking Defence R&D with Real-World Data Insight

Helping primes and OEMs de-risk development, accelerate validation and improve platform performance through integrated sensor suites.

Customer: Prime Defence OEMs & Tier 1 Suppliers
Platform: Next-generation military vehicles (manned and autonomous)

 

Operational Challenge 

During the R&D phase, defence OEMs must develop increasingly complex, highly integrated platforms under accelerated timelines.

Key challenges include:

  • Weak correlation between simulation and real-world behaviour
  • Fragmented data across mechanical, electrical and electronic systems
  • Difficulty measuring critical behaviours such as NVH, thermal performance and dynamic loads
  • Rapid evolution of autonomous and electronically controlled subsystems

Without high-quality real-world data early in development, programmes face:

  • Late-stage design changes
  • Extended validation cycles
  • Increased cost and schedule risk

As a result, leading organisations are shifting towards a data-led R&D approach integrating real-world measurement earlier to validate assumptions and accelerate development.

bf1systems Approach: Integrated R&D Sensor Suite 

bf1systems partners with OEMs during the development phase, delivering tailored instrumentation solutions that enable rapid insight and iterative engineering.

Sensor Suite Provided 

A fully integrated sensing and data acquisition system across key domains:

  • Vehicle Dynamics & Structures – chassis response, suspension, braking, shock events 
  • Powertrain & Thermal Systems – engine, drivetrain, fuel and cooling performance 
  • Electrical & Environmental Systems – batteries, power distribution, onboard electronics 
  • NVH & System Interaction – vibration, driveline effects and mounted system behaviour 
This multi-parameter approach delivers synchronised, high-resolution data across the entire platform in real operating conditions.

Mini Scenario: Identifying Hidden Integration Risk 

During development of a new vehicle, a bf1systems sensor suite identified unexpected vibration peaks under specific load conditions.

By correlating driveline behaviour with chassis response, engineers uncovered a previously hidden resonance between the powertrain and vehicle structure.

Early detection enabled a design adjustment at a critical stage preventing a costly late-stage redesign and mitigating a potential in-service reliability issue.

Decisions Enabled 

With continuous, high-quality data, OEMs can:

  1. Make Earlier Design Decisions
    Based on measured, real-world behaviour rather than assumptions
  2. Accelerate Validation & Iteration
    Reduce development cycles through faster testing and refinement
  3. Improve System Integration
    Gain clear insight into how subsystems interact under real conditions
  4. Support Autonomous Development
    Provide reliable datasets for control systems and algorithms

 

Value Delivered 

✓ Earlier Design Confidence: Decisions grounded in measured reality
✓ Faster Development Cycles: Accelerated validation and iteration
✓ Reduced Programme Risk: Fewer late-stage changes and rework
✓ Improved Platform Readiness: Greater confidence ahead of production

Summary

By partnering early in the R&D phase, bf1systems enables OEMs to move from simulation-led development to real-world validation.

Combining Formula 1-derived engineering expertise with defence-grade robustness, bf1systems delivers the insight needed to accelerate development, reduce risk and optimise platform performance.

Contact bf1systems today to discuss your R&D programme.

 

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