Use case 6
UC6Deploy materials & generate chemical intelligence
64×128 digital olfactory array
Use Case 6 advances tailored sensing materials from formulation to fully integrated hardware systems.
Led by Oliveris Tech Incubator Ltd (Ireland), UC6 establishes a high-density 64×128 device-level digital olfactory array capable of capturing multi-dimensional, cross-reactive chemical fingerprints rather than isolated molecular signals.
To train and validate the system, UC6 introduces a Closed-Loop Training Platform (CLTP)—a controlled environment that generates rich multimodal process-fingerprint datasets under simulated operating disturbances. This closed loop connects AI material screening directly with hardware readout integration and experimental validation.
Ultimately, UC6 provides real-time decision support for industrial operators, significantly improving process availability, heat exchanger efficiency, and resource recovery in harsh operating conditions.
- Lead partner
- Oliveris Tech Incubator
- Consortium partners
- Oliveris Tech Incubator, University of Sheffield, TU Eindhoven, FLOWPHYS
Paired use case
UC5: Analyte-sensitive coatings for digital olfaction →Discover & optimise sensing materials
Target KPIs
- 64×128 IDC assembled (8192 pixels); 8×8/16×16 coupon sub-arrays for ramp-up
- ≥30% increase in response-manifold volume vs random coating placement
- Macro-F1 ≥0.85 with calibrated UQ (ECE ≤0.05)
- Array-level LoD ≤1–5 ppm on ≥2 VOC classes; t90 ≤5 s median
- Drift ≤2%/24 h with RH/T compensation
- ≥90% coating yield; <5% pixel-to-pixel variance on ≥8×8 coupons
- EIS/Nyquist feature error ≤10% vs surrogate on ≥3 analyte conditions
- CLTP fingerprint datasets — carbon capture ↔ geothermal transferability
Validation: WP13 (definition) → WP14 (in-silico screening) → WP15 (experimental validation). Reports published as D14.x and D15.x deliverables become public.