Anonymized Case Studies

Context

Early-to-mid-stage battery enclosure design for an electrified aircraft program with strict safety milestones.

Challenge

The team needed to reduce crash/drop validation risk while design and supplier constraints were still changing.

Approach

Built a structured simulation matrix for drop, impact, and maneuver-related load paths, then used iterative model reviews to prioritize design updates and test focus areas.

Outcome

Improved validation readiness and reduced redesign loops through earlier risk visibility and clearer decision sequencing.

Deliverables

• Model package with assumptions register
• Load-case matrix linked to program decisions
• Design recommendation brief with risk ranking
• Validation planning memo for upcoming tests

Standards Context

MC-VTOL | DO-160G-aligned workflows | UN transport-safety context

Context

Power-electronics architecture review where thermal cycling reliability risk could affect program schedule.

Challenge

The team needed a defensible way to prioritize weak regions before committing to expensive validation rounds.

Approach

Coupled thermal and structural simulation views to identify critical interconnect and package stress drivers, then structured a targeted correlation plan.

Outcome

Enabled focused testing and faster reliability decisions by narrowing uncertainty to the highest-impact regions.

Deliverables

• Critical hotspot map
• Scenario comparison report
• Correlation-focused validation checklist
• Decision memo for design and test teams

Standards Context

Reliability qualification context | Thermo-mechanical best-practice workflows

Context

Lightweight composite concept development required better simulation confidence for impact-sensitive decisions.

Challenge

Existing assumptions were insufficient to compare concepts under crash-relevant loading with confidence.

Approach

Defined a practical material-modeling strategy, aligned calibration scope to the required physics, and packaged model-usage guidance for repeatable analysis.

Outcome

Increased confidence in concept screening and reduced ambiguity in crash-oriented design trade-offs.

Deliverables

• Material model definition and parameter set
• Calibration and validation notes
• Usage guidelines for analyst handover
• Concise decision summary for stakeholders

Standards Context

NCAP-aligned design context | Explicit analysis workflow discipline