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YUANSUAN | ENGINEERING AI SOLUTIONS

Solve critical engineering problems. Create measurable value.

Across design, validation, operations, and decisions Turn Engineering AI into better solutions, greater efficiency, and reusable methods

01 | VALUE TARGETS

Start with a Critical Problem. Make Value Tangible.

Find a relevant engineering problem and explore the solution path and key outcomes

01

Solution optimization

Solution optimization · Concept illustrationSeveral structural candidates are compared and one is highlighted as a preferred option under constraints; conceptual illustration
Candidate optionsCompare & select

Find better solutions. Reduce late rework.

Typical question

How can a structure be lighter while meeting performance constraints?

Measure value

Performance · Exploration coverage · Rework cost

Explore solution path
02

Trusted validation

Trusted validation · Concept illustrationSolid and dashed response curves overlap, with differences marked for review; a conceptual validation illustration, not measured data
SimulationTest response

Complete validation faster. Inform judgment.

Typical question

Do simulation and test results agree, and where do they differ?

Measure value

Validation cycle · Correlation deviation · Reproducibility

Explore solution path
03

Predictive operations

Predictive operations · Concept illustrationAn observed operating curve extends into a shaded prediction region as a dashed line, with risk marked near a threshold; conceptual illustration
Current statePrediction interval

Detect risk earlier. Gain time to act.

Typical question

Which assets may become abnormal, and what should be checked first?

Measure value

Warning lead time · Alert quality · Localization time

Explore solution path
04

Simulation-led decisions

Simulation-led decisions · Concept illustrationOne state branches into three actions with different outcomes and a preferred choice is highlighted; conceptual illustration
Candidate actionsCompare outcomes

Compare consequences. Choose a better strategy.

Typical question

What outcomes will different dispatch plans produce?

Measure value

Decision time · Constraint coverage · Goal improvement

Explore solution path

Concept illustration

02 | SOLUTION PATH

See How an Engineering Problem Is Solved

Follow a real engineering object from exploration to evidence-informed judgment

Make the structure lighter within strength and stiffness constraints

Geometry and materialsLoadsPerformance and manufacturing limits

Method illustration
One bracket retains the same mounting and load holes across three internal lightweighting patterns; selecting a candidate enlarges it for comparison. Concept only, not a validated design

Baseline structure

Mounting pointsLoad direction

01Engineering modeling

Parametric object and load constraints

Candidate designs

02Explore options

Different geometries, shared constraints

Design in focus

In focus · Option B

03Validate and select

Performance checks and design trade-offs

Retained from the taskParametric models and evaluation methods

03 | ENGINEERING OUTCOMES

See the Solution in Its Engineering Results

A wheel 13° impact case connects response analysis, engineering review, and method reuse

Wheel 13° Impact Validation

Explore the full wheel case
Impact response · Stress contour

Use loads, materials, and operating conditions to identify response regions that need further review

  1. Understand the response

    Inspect stress across the rim and spokes and locate local high-response regions

  2. Support engineering judgment

    Review critical responses alongside test baselines and engineering criteria

  3. Retain a reusable method

    Capture model settings, parameters, and review records for similar validation tasks

Published case metrics
5/5Key checks passed
10.5%Minimum margin
4Artifact categories
Delivery process and report structure
  1. 01

    Set the baseline

    Confirm the wheel, materials, impact conditions, and correlation requirements

  2. 02

    Solve and review

    Analyze critical responses, correlate with tests, and conduct engineering review

  3. 03

    Capture outcomes

    Organize validation conclusions, model parameters, and reusable methods

Example report structure

The template illustrates how results, criteria, and reviews are organized; conclusions belong in a completed, reviewed report

NEXT | START WITH A REAL TASK

Bring an Engineering Problem. Shape the Path Together.

Start with the current task, define value, match capabilities, and establish a validation plan

You bring

  • Engineering object
  • Goal and current bottleneck
  • Existing data and workflow

We define together

  • Task scope and value targets
  • Engineering capability mix
  • Validation plan and deliverables