Energy efficient street lighting framework: An archived multi-objective simulated annealing based approach.
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| Title: | Energy efficient street lighting framework: An archived multi-objective simulated annealing based approach. |
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| Authors: | Sikdar, Pragna Labani1,2 (AUTHOR) ps.18cs1107@phd.nitdgp.ac.in, Kar, Samarjit3 (AUTHOR) samarjit.kar@maths.nitdgp.ac.in, Guha Thakurta, Parag Kumar1 (AUTHOR) paragkumar.guhathakurta@cse.nitdgp.ac.in |
| Source: | Energy Efficiency (1570646X). Mar2026, Vol. 19 Issue 3, p1-25. 25p. |
| Abstract: | An archived multi objective simulated annealing based energy efficient street lighting framework is proposed to maximize the energy efficiency and uniformity of the system while minimizing the power requirement of the luminaries. The proposed methodology considers the initial population in terms of the combination of the input parameters, such as the inter-distance between two consecutive street lights, luminary height, road width and average illuminance. The crossover and the clustering are used to check the domination status between the earlier and the new population as well as to reduce an excessive amount of possible solutions generated. The convergence and the diversity of the obtained solution set are evaluated for the proposed work over other alternative multiobjective optimization algorithms by four performance metrics, such as Generational Distance, Inverted Generational Distance, minimal-spacing, and purity, to highlight the energy efficiency in the proposed street lighting framework. The result obtained from the proposed approach amidst others, in terms of convergence and diversity, is validated using DIALux (an open source lighting software) to ensure the standard recommendation. Several improvements, in terms of various facets, resulting from the proposed work over other existing approaches are highlighted. [ABSTRACT FROM AUTHOR] |
| Database: | Energy & Power Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: enr DbLabel: Energy & Power Source An: 192327184 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Energy efficient street lighting framework: An archived multi-objective simulated annealing based approach. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Sikdar%2C+Pragna+Labani%22">Sikdar, Pragna Labani</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> ps.18cs1107@phd.nitdgp.ac.in</i><br /><searchLink fieldCode="AR" term="%22Kar%2C+Samarjit%22">Kar, Samarjit</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> samarjit.kar@maths.nitdgp.ac.in</i><br /><searchLink fieldCode="AR" term="%22Guha+Thakurta%2C+Parag+Kumar%22">Guha Thakurta, Parag Kumar</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> paragkumar.guhathakurta@cse.nitdgp.ac.in</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Energy+Efficiency+%281570646X%29%22">Energy Efficiency (1570646X)</searchLink>. Mar2026, Vol. 19 Issue 3, p1-25. 25p. – Name: Abstract Label: Abstract Group: Ab Data: An archived multi objective simulated annealing based energy efficient street lighting framework is proposed to maximize the energy efficiency and uniformity of the system while minimizing the power requirement of the luminaries. The proposed methodology considers the initial population in terms of the combination of the input parameters, such as the inter-distance between two consecutive street lights, luminary height, road width and average illuminance. The crossover and the clustering are used to check the domination status between the earlier and the new population as well as to reduce an excessive amount of possible solutions generated. The convergence and the diversity of the obtained solution set are evaluated for the proposed work over other alternative multiobjective optimization algorithms by four performance metrics, such as Generational Distance, Inverted Generational Distance, minimal-spacing, and purity, to highlight the energy efficiency in the proposed street lighting framework. The result obtained from the proposed approach amidst others, in terms of convergence and diversity, is validated using DIALux (an open source lighting software) to ensure the standard recommendation. Several improvements, in terms of various facets, resulting from the proposed work over other existing approaches are highlighted. [ABSTRACT FROM AUTHOR] |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=enr&AN=192327184 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s12053-026-10426-5 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 25 StartPage: 1 Titles: – TitleFull: Energy efficient street lighting framework: An archived multi-objective simulated annealing based approach. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sikdar, Pragna Labani – PersonEntity: Name: NameFull: Kar, Samarjit – PersonEntity: Name: NameFull: Guha Thakurta, Parag Kumar IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: Mar2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 1570646X Numbering: – Type: volume Value: 19 – Type: issue Value: 3 Titles: – TitleFull: Energy Efficiency (1570646X) Type: main |
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