Special Session on
Evolutionary Computation for Complex Optimization in the Energy Domain
IEEE World Congress on Computational Intelligence 2018 – WCCI 2018
Congress on Evolutionary Computation – CEC 2018
Aim and scope:
Increasing energy demand and limited world resources call for sustainability, which is critical to keep up the world at the current pace. Efficiency is very relevant to contribute to this sustainability, and adequate methods of energy production and consumption are highly relevant. Optimization approaches are a crucial part of the planning, operation, and control of energy systems. However, many optimization problems in the energy domain are complex by nature since they are highly constrained and face issues related to high-dimensionality, lack of information, noisy and corrupted data as well as real-time requirements. Under these conditions, it becomes difficult to find a solution in an adequate amount of time. Even the most sophisticated exact solutions require workarounds that often lead to unsatisfactory performance and applicability of the algorithms.
Due to the difficulties of traditional algorithms to find feasible solutions for those complex problems in real-world conditions, Evolutionary Computation (EC) has emerged and demonstrated satisfactory performance in a wide variety of applications in the energy domain.
This special session aims at bringing together the latest applications of EC to optimization problems in the energy domain. The problems can be focused in different parts of the energy chain (e.g., heating, cooling, and electricity supply) and different consumer targets (e.g., residential or industrial level). Problems dealing with uncertainty, dynamic environments, and large-scale search spaces are a plus to the aim of this special session.
Potential topics, include but not limited to:
Electric and plug-in hybrid vehicles
Electricity markets
Energy scheduling
Heat and electricity joint optimization problems
Hydrogen economy problems
Multi-objective problems in the energy domain
Natural gas optimization problems
Optimal power flow in distribution and transmission
Residential, industrial and district cooling/heating problems
Smart grid and micro-grid problems
Solar and wind power integration and forecast
Super grids (continental and trans-continental transmission)
Transportation & energy joint problems
Important Dates:
Paper Submission Deadline: February 1st, 2018
Paper Acceptance Notification Date: March 15, 2018
Final Paper Submission & Early Registration Deadline: May 1st, 2018
IEEE WCCI 2018: July 08-13, 2018
Submit a paper to the special session:
1 – Submission link: http://ieee-cis.org/conferences/cec2018/upload.php
2 – Follow the webpage indications and fill all the fields in the form.
3 – Select “SS 21 Evolutionary Computation for Complex Optimization in the Energy Domain” in Main Research Topic during submission
Special Session Organizers:
Joao Soares, GECAD, Polytechnic of Porto
(joaps@isep.ipp.pt)
Fernando Lezama, GECAD, Polytechnic of Porto
(flzcl@isep.ipp.pt)
Zita Vale, GECAD, Polytechnic of Porto
(zav@isep.ipp.pt)
This Special Session is under activities of IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain