2018
DOI: 10.1186/s42162-018-0046-y
|View full text |Cite
|
Sign up to set email alerts
|

A platform for testing the performance of metaheuristics solving the energy resource management problem in smart grids

Abstract: Due to the importance of the energy resource management (ERM) in the energy community, several mathematical formulations have been successfully proposed to solve the problem. However, due to the very dynamic evolution of power systems and the transformation of electrical grids, mainly due to the development of smart grid technologies, traditional formulations, which were designed for an entirely different scenario, sometimes cannot deal with the problem efficiently. It is in those situations, where traditional… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1
1

Citation Types

0
3
0

Year Published

2020
2020
2023
2023

Publication Types

Select...
3
2
1

Relationship

1
5

Authors

Journals

citations
Cited by 6 publications
(3 citation statements)
references
References 9 publications
0
3
0
Order By: Relevance
“…Genetic algorithms (GA) have been deployed to field-programmable gate arrays (FPGA) for hardwarebased optimization [9], enabling rapid prototyping of fast, low-power search. Energy management is another concern for metaheuristics, specifically those involving smart power grids [5]. With additional hardware modules, Search@Home can be extended to use in silica search and act instead as a controller, and moreover, monitor energy consumption with appropriate sensors.…”
Section: Real-world Systemsmentioning
confidence: 99%
See 1 more Smart Citation
“…Genetic algorithms (GA) have been deployed to field-programmable gate arrays (FPGA) for hardwarebased optimization [9], enabling rapid prototyping of fast, low-power search. Energy management is another concern for metaheuristics, specifically those involving smart power grids [5]. With additional hardware modules, Search@Home can be extended to use in silica search and act instead as a controller, and moreover, monitor energy consumption with appropriate sensors.…”
Section: Real-world Systemsmentioning
confidence: 99%
“…Given that Raspbian is a full Linux-based operating system, libraries such as DEAP and DisPy can facilitate development of multiple search heuristics or distributed cluster computing, respectively. 5 To allow for replication, we have made our parts list, source code, and results publicly available on GitHub. 6 String search configuration: The string search application leverages a standard GA to search for a given string, where this particular GA was released as a GitHub.…”
Section: Search@home Overviewmentioning
confidence: 99%
“…This problem is considered to be one of the most challenging optimization in energy systems, since it is considered to be a problem of high dimensionality and with high number of restrictions [5]- [7]. In this way, platforms have been developed to study this crucial problem in intelligent network operations [8], [9].…”
Section: Introductionmentioning
confidence: 99%