Multi-agent-based Structural Reconstruction of Dynamic Topologies for Urban Lighting - Systèmes Multi-Agents Coopératifs Access content directly
Conference Papers Year : 2022

Multi-agent-based Structural Reconstruction of Dynamic Topologies for Urban Lighting

Abstract

Until humanity succeeds in massively producing clean energy to satisfy its inexhaustible needs, one of its biggest challenges is to save and use its resources as efficiently as possible. With outdoor lighting being responsible for 2% of worldwide electricity consumption, smart urban lighting has recently gained a lot of attention in this respect. As an integrated part of smart cities, smart urban lighting rests on the analysis of sensed data to tackle highly dynamical problems. This sensed data shapes a representation of the environment in which the smart system will have to perform. To reduce problem complexity, distributed solutions commonly apply local lighting policies and therefore benefit from the knowledge of the geographical positioning of the relevant streetlights in the environment. In this paper, we propose an adaptive multi-agent approach that aims at ensuring the robustness and coherence through time of the smart system’s environment representation. Our approach leverages real time series data returned by streetlight sensors informing on vehicles and pedestrians traffic. We exploit this data to perform a structural reconstruction of the streetlight “fleet” topology without any a priori knowledge about its internal structure. We then ensure its correctness through time by handling internal structure changes in order to continuously provide a coherent foundation for the smart lighting system to perform upon.
Fichier principal
Vignette du fichier
Multi-agent-based Structural Reconstruction of Dynamic Topologies for Urban Lighting.pdf (556.15 Ko) Télécharger le fichier
Origin : Publisher files allowed on an open archive

Dates and versions

hal-03894080 , version 1 (12-12-2022)

Identifiers

Cite

Félix Furger, Carole Bernon, Jean-Pierre Georgé, Nazim Pigenet, Paul Valiere. Multi-agent-based Structural Reconstruction of Dynamic Topologies for Urban Lighting. 20th International Conference on Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation (PAAMS 2022), Jul 2022, L'Aquila, Italy. pp.191-202, ⟨10.1007/978-3-031-18192-4_16⟩. ⟨hal-03894080⟩
82 View
70 Download

Altmetric

Share

Gmail Facebook X LinkedIn More