Sviluppo di un sistema integrato per il monitoraggio e il controllo in tempo reale della saldatura laser di batterie.

ppALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI INGEGNERIA INDUSTRIALE /p pOrganisation/Company ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI INGEGNERIA INDUSTRIALE Research Field Engineering » Process engineering Researcher Profile Recognised Researcher (R2) Leading Researcher (R4) First Stage Researcher (R1) Established Researcher (R3) Application Deadline 28 Sep 2026 - 23:59 (UTC) Country Italy Type of Contract To be defined Job Status Not Applicable Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No /p h3Offer Description /h3 pThe overall research project aims to develop an advanced system for intelligent monitoring and control of laser welding processes for automotive batteries. The activities will involve the design, implementation, and validation of a multimodal infrastructure integrating optical, acoustic, and process sensors, synchronised to acquire high-quality signals with adequate temporal resolution. Experimental campaigns will build a representative dataset covering different operating conditions and correlating sensor signals with key welding defects, including porosity, spatter, lack of or excessive penetration, and solidification cracking. The collected data will support the development and validation of prototype Physics-Informed Machine Learning (PIML) models integrating experimental data with physical process knowledge. The objective is to identify unstable conditions, predict defect formation, and support adaptive, real-time control of laser welding. /p ulliItaly /li /ul pbEligibility of fellows: country/ies of residence: /b /p ulliAll /li /ul pbEligibility of fellows: nationality/ies: /b /p pNumber of offers available 1 Company/Institute ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI INGEGNERIA INDUSTRIALE Country Italy /p /p #J-18808-Ljbffr