Title :
Optimal reactive control of hybrid architectures: A case study on complex water transportation systems (ETFA´2014)
Author :
Lai Nguyen ; Lefevre, Laurent ; Genon-Catalot, Denis ; Pham, Thach ; Raievsky, Clement
Author_Institution :
Syst. Design & Integration Lab., Univ. of Grenoble Alpes, Grenoble, France
Abstract :
Joining the European Arrowhead Project, which looks forward to a modern collaborative automation, we will present in this positioning paper the irrigation network control problems and corresponding multi-layer approach. The first layer is the hydraulic network, itself represented by a complex model obtained in coupling Shallow Water Equations for free surface flows and Lattice Boltzmann Method to get a tractable model for optimization and supervision purposes. The second layer is the heterogeneous communication network using hybrid architectures and 6LoWPAN, a unified protocol for wired and wireless sensor networks. The third layer is the optimal reactive control system, itself developed using methods from decentralized artificial intelligent systems (namely multi-agent systems). Detailed discussions of each layer with some analytical results will be described in this paper. We will outline the potential interest of the multi-layer approach, more precisely its efficiency and reliability for supervision, energy optimization and hydraulic control of complex water transportation systems.
Keywords :
irrigation; large-scale systems; lattice Boltzmann methods; multi-agent systems; multivariable systems; optimal control; optimisation; reliability; shallow water equations; 6LoWPAN; European Arrowhead Project; Lattice Boltzmann method; collaborative automation; complex water transportation systems; decentralized artificial intelligent systems; energy optimization; free surface flows; heterogeneous communication network; hybrid architectures; hydraulic control; hydraulic network; irrigation network control problems; multiagent system; multilayer approach; optimal reactive control system; reliability; shallow water equations; unified protocol; wireless sensor networks; Force; Irrigation; Logic gates; Mathematical model; Protocols; Routing; Wireless sensor networks; complex water system; decentralized control; multi-agent systems; optimal control; wireless sensor network;
Conference_Titel :
Emerging Technology and Factory Automation (ETFA), 2014 IEEE
Conference_Location :
Barcelona
DOI :
10.1109/ETFA.2014.7005109