The EU roadmap towards a climate-neutral economy by 2050 sets ambitious decarbonisation targets that shall be achieved by a massive deployment of renewable energy sources. Energy storage improves grid flexibility and allows higher penetration levels of renewable energy sources to create a decarbonised and more electrified society by means of leveraging second-life batteries. Battery management plays an essential role by ensuring an efficient and safe battery operation. However, current battery management systems (BMS) typically rely on semi-empirical battery models (such as equivalent-circuit models) and on a limited amount of measured data. Therefore, ENERGETIC project aims to develop the next generation BMS for optimizing batteries systems utilisation in the first (transport) and the second life (stationary) in a path towards more reliable, powerful and safer operations. ENERGETIC project contributes to the field of translational enhanced sensing technologies, exploiting multiple Artificial Intelligence models, supported by Edge and Cloud computing. ENERGETICs vision not only encompasses monitoring and prognosis the remaining useful life of a Li-ion battery with a digital twin, but also encompasses diagnosis by scrutinising the reasons for degradation through investigating the explainable AI models. This involves development of new technologies of sensing, combination and validation of multiphysics and data driven models, information fusion through Artificial Intelligence, Real time testing and smart Digital Twin development. Based on a solid and interdisciplinary consortium of partners, the ENERGETIC R&D project develops innovative physics and data-based approaches both at the software and hardware levels to ensure an optimised and safe utilisation of the battery system during all modes of operation.

HYBRIS' basis is the optimisation of advanced hybrid systems as high-performant, cost-effective and environmentally-friendly solutions in microgrid applications. HYBRIS is an integrated industrially driven action, that will answer to this challenge in 4 key points: - Viability and cost effectiveness: of the use and integration of novel HEES system coupled with innovative microgrid system local RREE generation and loads, (in particular residential, tertiary buildings and EV charges stations). Achieved by the integration and validation of a suite of technologies, tools and methods enabling their easy application and massive deployment. - Technical: pursuing the technical optimization of the HEES system in 3 use case applications covering respectively 1) Energy services in island grids 2) Energy services in private grids 3) EV charging stations in e-mobility, - Optimization and integraton. - Validation: by using the 3 demonstration sites as open case studies representing the 3 differrent use case applications and situations found throughout Europe, to leverage knowledge, key exploitable results, adapted business models and market-oriented dissemination for maximizing impact and wide adoption of these novel heating and cooling technologies and approach. HYBRIS features a fully systematic, collaborative and integrated approach to the development and deployment of innovative battery based hybrid storage sytemm, coupling diverse and complementary breakthrough TRL 5-6 technology assets brought by leading industrials, universities and RTOs, plus ICT tools for viable and cost-effective optimization and further market introduction. All will reach TRL6 by the demonstration and validation of its concepts in 3 use cases applications in 3 pilot sites in 3 four countries