About
This project focuses on building energy-neutral industrial plants, fully supplied by renewable sources free of fossil fuels. Such an ambitious objective relies on the digitalized management of physical processes centered on energy production–demand balance, also considering short- and long-term storage. The project will be based on data generated by simulations and testbed trials to be implemented at LUT and Aalto universities, and explainable AI algorithms to be jointly developed. Overall, this project aims at building a socially fair and economically sustainable society aligned with the energy targets defined by the UN, the EU, and Finland. This project is funded by Research Council of Finland.
Publications
JOURNALS
Gutierrez-Rojas, Daniel; Narayanan, Arun; Almeida, Cássia R Santos Nunes; Almeida, Gustavo M; Pfau, Diana; Tian, Yu; Yang, Xu; Jung, Alex; Nardelli, Pedro HJ; ,A Perspective on the Enabling Technologies of Explainable AI-based Industrial Packetized Energy Management,iScience,,,,2023,Elsevier
Nezhad, Ali Esmaeel; Mobtahej, Mohammadamin; Javadi, Mohammad Sadegh; Nardelli, Pedro HJ; Sahoo, Subham; ,Optimal operation of lithium-ion batteries in microgrids using a semidefinite thermal model,International Journal of Electrical Power & Energy Systems,155,,109630,2024,Elsevier
Nardelli, Pedro HJ; Gória Silva, Pedro E; Siljak, Harun; Narayanan, Arun; ,Cyber-physical decentralized planning for communizing, Competition & Change,,,10245294231213141,2023,"SAGE Publications Sage UK: London, England"
Nezhad, Ali Esmaeel, et al. "Scheduling of Energy Hub Resources Using Robust Chance-Constrained Optimization." IEEE Access 10 (2022): 129738-129753.
Gutierrez-Rojas, Daniel, et al. "Operational Issues on Adaptive Protection of Microgrids due to Cyber Attacks." IEEE Transactions on Circuits and Systems II: Express Briefs (2023).
Silva, Pedro E. Gória, et al. "Enabling Semantic-Functional Communications for Multiuser Event Transmissions via Wireless Power Transfer." Sensors 23.5 (2023): 2707.
Ullah, Mehar, et al. "Operation of Power-to-X-Related Processes Based on Advanced Data-Driven Methods: A Comprehensive Review." Energies 15.21 (2022): 8118.
Ullah, Mehar, et al. "Industrial Energy Management System: Design of a Conceptual Framework using IoT and Big Data." IEEE Access (2022).
H. M. Hussain, A. Ahmad, A. Narayanan, P. H. J. Nardelli and Y. Yang, "Benchmarking of Heuristic Algorithms for Energy Router-Based Packetized Energy Management in Smart Homes," in IEEE Systems Journal, 2022, doi: 10.1109/JSYST.2022.3208414.
D. Carrillo et al., "Boosting 5G on Smart Grid Communication: A Smart RAN Slicing Approach," in IEEE Wireless Communications, doi: 10.1109/MWC.004.2200079.
CONFERENCES
Javadi, Abbas; Nezhad, Ali Esmaeel; Nardelli, Pedro HJ; Sahoo, Subham; ,Energy Management System for Energy-intensive Radiology Appliances,2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I&CPS Europe),,,1-6,2023,IEEE
Nezhad, Ali Esmaeel; Javadi, Mohammad Sadegh; Nardelli, Pedro HJ; Sahoo, Subham; ,Centralized Operation of Multi-Energy Microgrids,2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I&CPS Europe),,,1-6,2023,IEEE
Narayanan, Arun; Pournaras, Evangelos; Nardelli, Pedro HJ; ,Collective Learning for Energy-centric Flexible Job Shop Scheduling,2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE),,,1-6,2023,IEEE
Christou, Ioannis T; Soldatos, John; Papadakis, Thanassis; Gutierrez-Rojas, Daniel; Nardelli, Pedro; ,Feature Selection via Minimal Covering Sets for Industrial Internet of Things Applications,2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT),,,562-567,2023,IEEE
Silva, Pedro E Gória; Dester, Plínio S; Siljak, Harun; Marchetti, Nicola; Nardelli, Pedro HJ; De Souza, Rausley AA; ,Improving Event Transmissions via Novel Multiuser Communication Scheme,2023 31st European Signal Processing Conference (EUSIPCO),,,1659-1663,2023,IEEE
Beattie, Alexander, et al. "A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics." 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). IEEE, 2022.
Mulinka, Pavol, et al. "Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters-A Bayesian Approach." 2022 IEEE Energy Conversion Congress and Exposition (ECCE). IEEE, 2022.