Position description
Category
Electronics components and equipments
Contract
Fixed-term contract
Job title
PhD MSCA - Acoustic and Ultrasound-based Predictive Maintenance Systems for Industrial Equipment
Socio-professional category
Executive
Contract duration (months)
36 months
Job description
Power converters are essential in numerous applications such as industry, photovoltaic systems, electric vehicles, and data centers. Their conventional maintenance is often based on fixed schedules, leading to premature replacement of components and significant electronic waste.
This PhD project aims to develop a novel non-invasive and low-cost ultrasound-based monitoring approach to assess the state of health and remaining useful life (RUL) of power converters deployed across various industries.
The research will focus on identifying and characterizing ultrasonic signatures emitted by aging electronic components, and on developing physics-informed neural networks (PINNs) to model their degradation mechanisms. The project will combine experimental studies with advanced signal processing and AI techniques (compressed sensing), aiming to detect early signs of failure and enable predictive maintenance strategies executed locally (edge deployment).
The research will be carried out within a Marie Skłodowska-Curie Actions (MSCA) Doctoral Network, offering international training, interdisciplinary collaboration, and secondments at leading academic and industrial partners across Europe (Italy and Netherlands for this PhD offer).
More information :
Applicant Profile
•Master’s degree (or equivalent) in signal processing, applied physics, electrical/electronic engineering, or data science with an interest in physical systems.
•Strong motivation for interdisciplinary research, solid foundation in power electronics and AI techniques.
•The candidate must not have resided or carried out his/her main activity (work, studies) in France for more than 12 months in the past 3 years (MSCA’s mobility rule).
•Good command of English (written and spoken) mandatory.
Position location
Site
Grenoble
Job location
France, Auvergne-Rhône-Alpes, Isère (38)
Location
GrenobleCandidate criteria
Languages
English (Fluent)
Recommended training
MSc. in signal processing, applied physics, power electronics or electrical engineering
Requester
Position start date
01/01/2026
PhD MSCA - Acoustic and Ultrasound-based Predictive Maintenance Systems for Industrial Equipment • Grenoble
Fondée en 2019 avec le soutien de l'Union européenne 🇪🇺, SiPearl incarne le rêve de l'Europe de maîtriser le cœur technologique de ses supercalculateurs : le microprocesseur.SiPearl développe Rhe... Voir plus
Expectra, leader en France de l'intérim spécialisé et du recrutement en CDI de cadres et agents de maîtrise.Les consultants du Département Ingénierie & Industries vous proposent des opportunités de... Voir plus
SiPearl is the European fabless designer of sovereign secure high-performance energy-efficient CPUs for HPC, AI and data centres.These CPUs will help address strategic challenges in the fields of s... Voir plus
At SiPearl, we are constantly looking for new talent! 🚀.If you are passionate about your profession and wish to grow in a stimulating environment, don’t hesitate to send us your spontaneous applic... Voir plus
SiPearl is the European fabless designer of sovereign secure high-performance energy-efficient CPUs for HPC, AI and data centres.These CPUs will help address strategic challenges in the fields of s... Voir plus
SiPearl is the European fabless designer of sovereign secure high-performance energy-efficient CPUs for HPC, AI and data centres.These CPUs will help address strategic challenges in the fields of s... Voir plus
Randstad professional, leader en France de l'intérim spécialisé et du recrutement en CDI de cadres et agents de maîtrise.Les consultants du Département Ingénierie vous proposent des opportunités de... Voir plus
SiPearl is the European fabless designer of sovereign secure high-performance energy-efficient CPUs for HPC, AI and data centres.These CPUs will help address strategic challenges in the fields of s... Voir plus
Quobly aims to have a strong impact on society by providing cost-competitive universal quantum processors to solve currently intractable problems.Founded in 2022, Quobly is a fast-growing start-up ... Voir plus
Kajenthi@RED Global – Look for a SAP WM MM – Freelance – 6 months+ - Grenoble OR Budapest – Hybrid.RED Global is looking for an experienced SAP ECC WM/MM Functional Consultant to support a DEX proj... Voir plus
Expectra, leader en France de l'intérim spécialisé et du recrutement en CDI de cadres et agents de maîtrise.Les consultants du Département Ingénierie & Industries vous proposent des opportu... Voir plus
Prime Engineering est une société de conseil en management de projet et en ingénierie.Créée en France en 2013, nous intervenons principalement dans les métiers de l'industrie, l'Energie, de... Voir plus
Prime Engineering est une société de conseil en management de projet et en ingénierie.Créée en France en 2013, nous intervenons principalement dans les secteurs de l'industrie, de l'énergie... Voir plus
Linux Enablement - Software Engineering Manager /h3h3strongJoin or sign in to find your next job /strong /h3pJoin to apply for the strongLinux Enablement - Software Engineering Manager /strong role... Voir plus
A leading software company in Grenoble seeks a Software Engineering Manager to lead its Device Delivery Team.In this role, you will manage projects and support the team in delivering quality produc... Voir plus
When the quantum engineering technology meets the real word impact.Based in the heart of the French Alps, Quobly is the result of more than 15 years of research into quantum computing.At Quobly we ... Voir plus
SiPearl is the European fabless designer of sovereign secure high-performance energy-efficient CPUs for HPC, AI and data centres.These CPUs will help address strategic challenges in the fields of s... Voir plus
SiPearl is the European fabless designer of sovereign secure high-performance energy-efficient CPUs for HPC, AI and data centres.These CPUs will help address strategic challenges in the fields of s... Voir plus
Une société innovante recherche un Développeur Software Embarqué Bas Niveau pour rejoindre son équipe à Belley.En tant que membre de l'équipe RD, vous serez responsable du développement bas niveau ... Voir plus
Randstad professional, leader en France de l'intérim spécialisé et du recrutement en CDI de cadres et agents de maîtrise.Les consultants du Département Ingénierie vous proposent des opportunité... Voir plus
