19–21 Oct 2026
Frascati
UTC timezone
The deadline for the abstracts submission has been delayed to July 20, 2026

AI-ENHANCED I&C FOR HYBRID FISSION-FUSION REACTOR CONTROL

20 Oct 2026, 15:40
20m
Sala Bruno Brunelli (Frascati)

Sala Bruno Brunelli

Frascati

Building F23 Via Enrico Fermi 45, 00044 Frascati, Rome
Oral AI in support of diagnostics AI in support of diagnostics

Speaker

Mauro Cappelli (ENEA)

Description

Hybrid fission-fusion reactors (HFR) impose I&C requirements spanning nine frequency decades (DC to THz), generating interference between neutron instrumentation, plasma diagnostics, and RF heating systems. This paper identifies the primary coupling mechanisms, proposes a three-tier galvanic isolation architecture with 8th-order Butterworth filtering targeting −60 dBc inter-band crosstalk (IEC 61000-6-2 / IEC 60709 / IEC 61513), and defines five multi-physics simulation scenarios for validation. An AI-enhanced advisory layer — comprising LSTM anomaly detectors, RL-tuned adaptive filters, and an LLM qualification assistant — is proposed as an offline complement to the deterministic safety chain, with explicit exclusion from all Class 1 safety functions.

Author

Co-authors

Fabio Panza (ENEA) Francesco Cordella (ENEA) Francesco paolo Orsitto (Consorzio CREATE ed ENEA Dip FSN)

Presentation materials

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