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IVHM & system architecture.

Integrated Vehicle Health Management is what turns a sensor network into a decision-support system. I work across the full IVHM stack — from data acquisition through diagnostics, prognostics, and asset condition assessment — for platforms where safety and availability are non-negotiable.

From sensor to decision.

A schematic IVHM data path on a fixed-wing platform. Watch information flow from distributed sensors through the diagnostic reasoner to the maintenance decision layer. Drag to orbit.

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Sensor nodes
Reasoner / hub
Active data flow

Five layers, one signal chain.

L5

Decision & maintenance action

Work order generation · scheduling · operator UI

OUT
L4

Prognostics

Remaining useful life · degradation modelling

RUL
L3

Diagnostics & reasoner

Fault isolation · ambiguity-group resolution · NDCI scoring

FDI
L2

Feature extraction & condition indicators

Filtering · anomaly detection · signal conditioning

CI
L1

Sensor acquisition

Distributed transducers · sample & transmit

IN
B737
ECS reference platform
SESAC
Cranfield validation testbed
5
IVHM stack levels covered
PhD
Cranfield IVHM Centre

Designing a health system?

Whether it's an airframe, a fleet of pumps, or a process plant, the IVHM principles transfer. Let's talk about what your platform actually needs to know.

hello@buraksuslu.com →