TY - JOUR
T1 - Formation control of multi-agent thermal systems to render distributed temperature patterns
AU - Hernandez-Martinez, Eduardo Gamaliel
AU - Lopez-Gonzalez, Hector
AU - Portillo-Velez, Rogelio De J.
AU - Flores-Godoy, Jose-Job
AU - Ferreira, Enrique
AU - Fernandez-Anaya, Guillermo
N1 - Publisher Copyright:
© 2025 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
PY - 2025
Y1 - 2025
N2 - This study investigates a temperature-based formation control scheme for a group of thermal agents. The formation patterns are obtained from a numerical solution of Poisson’s Heat Equation in 2D, generating the desired temperature values for a set of cells of a decomposed solid material. The agents were modeled as first-order linear systems based on the behavior of flexible thermoelectric devices (FTED). Using a complete inter-agent communication topology and assigning leader agents, a formation scheme is designed to converge to the formation pattern and satisfy the inter-agent temperature offsets. It is proven that the formation errors converge exponentially to zero with the existence of at least one leader. The approach is demonstrated by numerical simulations and experimental work using FTED as a proof of concept for applications in immersive virtual or augmented reality systems, medical rehabilitation, robotics, etc.
AB - This study investigates a temperature-based formation control scheme for a group of thermal agents. The formation patterns are obtained from a numerical solution of Poisson’s Heat Equation in 2D, generating the desired temperature values for a set of cells of a decomposed solid material. The agents were modeled as first-order linear systems based on the behavior of flexible thermoelectric devices (FTED). Using a complete inter-agent communication topology and assigning leader agents, a formation scheme is designed to converge to the formation pattern and satisfy the inter-agent temperature offsets. It is proven that the formation errors converge exponentially to zero with the existence of at least one leader. The approach is demonstrated by numerical simulations and experimental work using FTED as a proof of concept for applications in immersive virtual or augmented reality systems, medical rehabilitation, robotics, etc.
KW - Multi-agent systems
KW - Poisson equation
KW - Thermodynamics
KW - distributed temperature
KW - formation control
UR - https://www.scopus.com/pages/publications/105019671294
U2 - 10.1080/23311916.2025.2572298
DO - 10.1080/23311916.2025.2572298
M3 - Article
SN - 2331-1916
VL - 12
JO - Cogent Engineering
JF - Cogent Engineering
IS - 1
M1 - 2572298
ER -