Evidence map›Paper›PMID 32466240›Full record

ArticleSensors (Basel, Switzerland)2020

Routing Based Multi-Agent System for Network Reliability in the Smart Microgrid.

Niharika Singh, Irraivan Elamvazuthi, Perumal Nallagownden, Gobbi Ramasamy, Ajay Jangra

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Niharika SinghSmart Assistive and Rehabilitative Technology (SMART), Research Group, Universiti Teknologi PETRONAS, 32610 Perak, Malaysia.ORCID 0000-0003-3104-8405
Irraivan ElamvazuthiSmart Assistive and Rehabilitative Technology (SMART), Research Group, Universiti Teknologi PETRONAS, 32610 Perak, Malaysia.ORCID 0000-0002-4721-9400
Perumal NallagowndenDepartment of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS, 32610 Perak, Malaysia.ORCID 0000-0001-8123-4105
Gobbi RamasamyFaculty of Engineering, Multimedia University, Persiaran Multimedia, 63100 Cyberjaya, Selangor, Malaysia.
Ajay JangraUniversity Institute of Engineering and Technology, Kurukshetra University, Thanesar, 136119 Haryana, India.

Funding

MESTECC, KeTTHA Grant 0153AB-G22
6 · The paper itself

Abstract

Microgrids help to achieve power balance and energy allocation optimality for the defined load networks. One of the major challenges associated with microgrids is the design and implementation of a suitable communication-control architecture that can coordinate actions with system operating conditions. In this paper, the focus is to enhance the intelligence of microgrid networks using a multi-agent system while validation is carried out using network performance metrics i.e., delay, throughput, jitter, and queuing. Network performance is analyzed for the small, medium and large scale microgrid using Institute of Electrical and Electronics Engineers (IEEE) test systems. In this paper, multi-agent-based Bellman routing (MABR) is proposed where the Bellman-Ford algorithm serves the system operating conditions to command the actions of multiple agents installed over the overlay microgrid network. The proposed agent-based routing focuses on calculating the shortest path to a given destination to improve network quality and communication reliability. The algorithm is defined for the distributed nature of the microgrid for an ideal communication network and for two cases of fault injected to the network. From this model, up to 35%-43.3% improvement was achieved in the network delay performance based on the Constant Bit Rate (CBR) traffic model for microgrids.

Indexed as

distributed energy resources (DERs)microgridmulti-agent system (MAS)network performancerenewable energy sources (RES)smart grid

Identifiers

PMID32466240
PMCPMC7287831

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.