Today, there are still several R&D barriers, and user-acceptance-related challenges that hinder the smooth integration and proliferation of multiple Renewable Energy Technologies (RETs) in buildings. In response to that, RE-COGNITION proposes a holistic, end-to-end RETs Integration Framework towards energy positive buildings with a focus on small and medium-sized buildings in Europe. Through the envisaged Automated Cognitive Energy Management Engine (ACEME), RE will be utilized more efficiently paired with appropriate storage technologies and innovative energy systems to meet the electricity and heating/cooling demand of the buildings. The framework is designed to enable the integration of multiple, heterogeneous, energy generating systems covering the spectrum of available building-scale RES (solar (PV, thermal/ cooling), wind, bio-energy (renewable biofuel through micro-CHP) and geothermal) and demonstrating future-proof extensibility. To this end, the project entails R&D at the level of single technologies and their interconnection with novel energy systems (like heat-pumps harnessing geothermal energy, absorption chillers) leveraging current IoT and smart-grid standardization outcomes. Along with measurable improvements on each technology’s efficiency, performance, desired characteristics and cost-effectiveness, RE-COGNITION ensures optimal integration of RETs in buildings, as well as (inter)operation and matching between building RE supply and energy demand. Its stakeholder-centred approach aligns both the process and its outcomes with the needs and expectations of (end-)users by providing tools that facilitate large-scale deployment of building-scale RETs. For 36 months 15 partners from 7 EU countries will provide technology know-how, lab facilities & 5 validation sites and will work towards meeting EU’s expectations for reduced dependence on fossil fuels and cost-effectiveness compared to conventional energy generation and management solutions in buildings.

The future of wireless communications will go beyond connecting people or things to connecting smart robots or unmanned vehicles without human intervention. Only sub-THz frequencies can offer the spectrum to achieve unprecedented communication throughput. Yet current technologies suffer from barriers that prevent mass-market operations, such as high cost, limited bandwidth or power-hungry hardware not compatible with autonomous systems. HERMES proposes the fusion of Artificial Intelligence (AI) and deep sub-micron CMOS technology to open a new generation of wireless transceivers. The project will focus on sub-THz frequencies between 140 and 160GHz, and will break new ground in the conversion of information from digital to THz using European CMOS technology to develop a highly integrated transceiver. For the first time, HERMES will deliver to the telecommunications industry a disruptive way of designing transceivers, with impact on production of billions of units that can be implemented in any autonomous system to communicate. This new wireless link will be a springboard for an innovation leap in the robotics and the security industry. Our ambitious and risky approach goes significantly beyond the SoA: we will demonstrate that the power of AI developed by computer sciences research and associated with an original electronics signal processing technique can push CMOS technology to release outstanding performances. The project will produce a chipset of a low-cost radio that exchanges tens of Gbps and will test it in use cases of unmanned vehicles applied to maritime border surveillance operated by civil authorities. The HERMES consortium brings together 6 partners from 5 European countries bridging the full value chain of academic research, technology transfer and industry.