Timeliness of Information in Smart Grids Networks

MSCA (Marie Skłodowska-Curie)HORIZON-TMA-MSCA-PF-EFID: 101063721
EC Contribution
€2,142
Consortium Size
2 orgs
Start Year
2022
Summary

TimeSmart project will investigate the applicability of the novel Age of Information metric in smart grid networks. While the metric has become a valuable tool for measuring the system's performance, its practical value and impact in the real-time system are left unanswered. This project seeks to remedy that by applying the metric to a system in which the timing of collected data, currently measured through jitter or latency, profoundly impacts management and control. The AoI offers a new perspective on how the system should collect and process information, as such decisions are also based on the context of processed information(their semantic nature). In turn, the new approach can offer an innovative way of improving the efficiency of renewable electrical energy supply and electrical loads by taking advantage of the available edge infrastructure. This project aims to adopt the AoI metric in smart grid networks to improve the energy transmission efficiency, achievable through more timely collected information, to save energy.The proposed research will be conducted by dr. Jernej Hribar and supervised by prof. Mihael Mohorčič, and dr. Carolina Fortuna from Institut Jožef Stefan. The applicant will also undertake a non-academic placement at ComSensus under the supervision of dr. Andrej Čampa.

Consortium (2)

Project Results (13)

Source: CORDIS, the EU research results database.

Publications (10)
Demonstrating Smart Scaling of AI-Services for Future Networks
2025 IEEE Wireless Communications and Networking Conference (WCNC)· 2025DOI
Jovan Prodanov, Blaž Bertalanič, Carolina Fortuna, Jernej Hribar
The role of age of information in enhancing short-term energy forecasting
Energy· 2025DOI
Jernej Hribar, Carolina Fortuna, Mihael Mohorčič
Towards 6G for Connected Autonomous Vehicles: A Trial Facility Analysis
2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)· 2025DOI
Shih–Kai Chou, Jernej Hribarl, Ivana Dusparic, Carolina Fortuna
Towards the Standardization of Energy Efficiency Metrics of the AI Lifecycle in 6G and Beyond
2024 IEEE Conference on Standards for Communications and Networking (CSCN)· 2025DOI
Shih-Kai Chou, Jernej Hribar, Mihael Mohorčič, Carolina Fortuna
Building Zero-touch Service Management Framework for Automotive Services Using the Smart Highway Testbed
2024 7th International Balkan Conference on Communications and Networking (BalkanCom)· 2024DOI
Raul Cuervo Bello, Nina Slamnik Kriještorac, Matic Pokorn, Jernej Hribar, Carolina Fortuna, Johann M. Marquez-Barja
Digital transformation with a lightweight on-premise PaaS
Future Generation Computer Systems· 2024DOI
Din Mušić, Jernej Hribar, Carolina Fortuna
Self-Supervised Visual Exploration of Age of Information Process in IoT
2024 IEEE 10th World Forum on Internet of Things (WF-IoT)· 2024DOI
Ljupcho Milosheski, Leila Mokrovič, Blaž Bertalanič, Mihael Mohorčič, Carolina Fortuna, Jernej Hribar
Smart Homes, Smarter Savings: Energy Trading with Deep Reinforcement Learning
2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON)· 2024DOI
Matic Pokorn, Jernej Hribar
Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks
IEEE Open Journal of the Communications Society· 2024DOI
Blaž Bertalanič, Jernej Hribar, Carolina Fortuna
Machine Learning Operations Model Store: Optimizing Model Selection for AI as a Service
2023 International Balkan Conference on Communications and Networking (BalkanCom)· 2023DOI
Gregor Cerar, Jernej Hribar
Deliverables (2)
Other Results (1)
Periodic Reporting for period 1 - TimeSmart (Timeliness of Information in Smart Grids Networks)