Special Session
Special Session on
Computational Intelligence for Energy Management and Storage -
CI4EMS
2020
2 - 4 November, 2020
Within the 12th International Joint Conference on Computational Intelligence - IJCCI 2020
* CANCELLED *
CO-CHAIRS
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Alessio Martino
Department of Information Engineering, Electronics and Telecommunications, University of Rome “La Sapienza”, via Eudossiana 18, 00184 Rome
Italy
https://www.istc.cnr.it/en/people/alessio-martino
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Brief Bio
Alessio Martino graduated summa cum laude in Communications Engineering at University of Rome "La Sapienza", Italy, October 2016. His Bachelor and Master's Degree Theses regarded EU-FP7 and EU-FP8 projects, respectively. From November 2016 to October 2019, he served as PhD Research Fellow in Information and Communications Technologies at the same University (Department of Information Engineering, Electronics and Telecommunications), with a final dissertation on pattern recognition techniques in non-metric domains. During his PhD, he also served as scientific collaborator with Consortium for Research in Automation and Telecommunication, Rome, Italy.
After obtaining the PhD, he has been granted a 1-year PostDoctoral Research Fellowship at University of Rome "La Sapienza" and currently he is a Research Fellow at the Italian National Research Council.
His research interests include machine learning, computational intelligence and knowledge discovery. Currently he's focusing on large-scale machine learning, advanced pattern recognition systems, big data analysis, parallel & distributed computing, granular computing and complex systems modelling, in applications including bioinformatics and computational biology, natural language processing and energy distribution networks.
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Fabio Massimo Frattale Mascioli
University of Rome “La Sapienza”
Italy
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SCOPE
The increasing amount of fuel consumption and CO2 pollutions pushed both academia and industrial partners towards the development and implementation of sustainable and advanced energy management strategies. In most cases, the (possibly joint) reduction of costs and emissions leads to the definition of hard optimization problems, possibly mixed-integers and non-convex, which can be solved more effectively (albeit approximately) using computational intelligence techniques.
With this special session, we aim at collecting research and application papers describing current approaches on data-driven modelling for intelligent energy management and storage. This special session aims at being cross-disciplinary: prospective papers may regard neural, fuzzy and evolutionary approaches, or their hybridisation. Surveys and positions papers are also welcome.
Topics of Interest
Topics include, but are not limited to:
- Energy Storage Systems: Modelling, System/Parameters Identification, State of Charge/State of Health Estimation, Cell Balancing
- Design of Energy Management Systems in Scenarios Such as: Smart Grids, Microgrids, Hybrid/Electric Vehicles, Smart Buildings
- Optimal Energy Flows in Smart Grids and Microgrids (Especially Integration with Storage Systems and Renewable Energy Sources)
- Life Cycle Analysis and Optimization of Energy Storage Systems
- Intelligent Control of Hybrid/Electric Vehicles
- Battery Systems: Fast Charging Strategies
IMPORTANT DATES
Paper Submission:
September 21, 2020 (expired)
Authors Notification:
September 28, 2020 (expired)
Camera Ready and Registration:
October 6, 2020 (expired)
SPECIAL SESSION PROGRAM COMMITTEE
Enrico De Santis,
University of Rome "La Sapienza", Italy
Emanuele Principi,
Università Politecnica delle Marche, Italy
Antonello Rizzi,
Università di Roma "La Sapienza", Italy
Alireza Sadeghian,
Ryerson University, Canada
(list not yet complete)
PAPER SUBMISSION
Prospective authors are invited to submit papers in any of the topics listed above.
Instructions for preparing the manuscript (in Word and Latex formats) are available at: Paper Templates
Please also check the Guidelines.
Papers must be submitted electronically via the web-based submission system using the appropriated button on this page.
PUBLICATIONS
After thorough reviewing by the special session program committee, all accepted papers will be published in a special section of the conference proceedings book - under an ISBN reference and on digital support - and submitted for indexation by SCOPUS, Google Scholar, DBLP, Semantic Scholar, Microsoft Academic, EI and Web of Science / Conference Proceedings Citation Index.
SCITEPRESS is a member of CrossRef (http://www.crossref.org/) and every paper is given a DOI (Digital Object Identifier).
All papers presented at the conference venue will be available at the SCITEPRESS Digital Library