Simulation and optimization of robotic tasks for UV treatment of diseases in horticulture

作者: Merouane Mazar , M’hammed Sahnoun , Belgacem Bettayeb , Nathalie Klement , Anne Louis

DOI: 10.1007/S12351-019-00541-W

关键词:

摘要: Robotization is increasingly used in the agriculture since last few decades. It progressively replacing human workforce that deserting agricultural sector, partly because of harshness its activities and health risks they may present. Moreover, robotization aims to improve efficiency competitiveness sector. However, it leads several research development challenges regarding robots supervision, control optimization. This paper presents a simulation optimization approach for robotized treatment tasks using type-c ultraviolet radiation horticulture. The scheduling problem formalized heuristic genetic algorithms are proposed solve it. These evaluated compared an exact method multi-agent-based approach. simulator takes into account evolution disease during time simulates execution by robot.

参考文章(47)
Kai Jiang, Quan Qiu, Xiu Wang, Wengang Zheng, Qingchun Feng, New strawberry harvesting robot for elevated-trough culture International Journal of Agricultural and Biological Engineering. ,vol. 5, pp. 1- 8 ,(2012) , 10.25165/IJABE.V5I2.495
Warren B. Powell, Joel A. Shapiro, Hugo P. Simao, A Representational Paradigm for Dynamic Resource Transformation Problems Annals of Operations Research. ,vol. 104, pp. 231- 279 ,(2001) , 10.1023/A:1013111608059
W. Leinberger, G. Karypis, V. Kumar, Multi-capacity bin packing algorithms with applications to job scheduling under multiple constraints international conference on parallel processing. pp. 404- 412 ,(1999) , 10.1109/ICPP.1999.797428
Foued Ben Abdelaziz, Saoussen Krichen, Jouhaina Chaouachi, A Hybrid Heuristic for Multiobjective Knapsack Problems MIC-97 : meta-heuristics international conference. pp. 205- 212 ,(1999) , 10.1007/978-1-4615-5775-3_14
Quang-Vinh Dang, Izabela Ewa Nielsen, Grzegorz Bocewicz, A Genetic Algorithm-Based Heuristic for Part-Feeding Mobile Robot Scheduling Problem practical applications of agents and multi agent systems. pp. 85- 92 ,(2012) , 10.1007/978-3-642-28795-4_10
Mohammed Dahane, M’hammed Sahnoun, Belgacem Bettayeb, David Baudry, Hamza Boudhar, Impact of spare parts remanufacturing on the operation and maintenance performance of offshore wind turbines: a multi-agent approach Journal of Intelligent Manufacturing. ,vol. 28, pp. 1531- 1549 ,(2017) , 10.1007/S10845-015-1154-1
The Jin Ai, Voratas Kachitvichyanukul, A particle swarm optimization for the vehicle routing problem with simultaneous pickup and delivery Computers & Operations Research. ,vol. 36, pp. 1693- 1702 ,(2009) , 10.1016/J.COR.2008.04.003
Edward G Coffman, Jr, Michael R Garey, David S Johnson, Dynamic Bin Packing SIAM Journal on Computing. ,vol. 12, pp. 227- 258 ,(1983) , 10.1137/0212014
Quang-Vinh Dang, Izabela Nielsen, Kenn Steger-Jensen, Ole Madsen, Scheduling a single mobile robot for part-feeding tasks of production lines Journal of Intelligent Manufacturing. ,vol. 25, pp. 1271- 1287 ,(2014) , 10.1007/S10845-013-0729-Y