Evolutionary Algorithms for Programming Pneumatic Sequential Circuit Controllers

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@Article{GANESH:2017:PM,

• author = "Sajaysurya Ganesh and Saravana Kumar Gurunathan",
• title = "Evolutionary Algorithms for Programming Pneumatic Sequential Circuit Controllers",
• journal = "Procedia Manufacturing",
• volume = "11",
• pages = "1726--1734",
• year = "2017",
• note = "27th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM2017, 27-30 June 2017, Modena, Italy",
• keywords = "genetic algorithms, genetic programming, Flexible Automation, Genetic Programming: Programmable Logic Controller, Pneumatics",
• ISSN = "2351-9789",
• DOI = "doi:10.1016/j.promfg.2017.07.299",
• URL = "http://www.sciencedirect.com/science/article/pii/S2351978917305073",
• abstract = "Sequential actuation of pneumatic cylinders is a common form of automation in small and medium scale industries. By changing such actuation sequences to suit the different products being processed, flexible automation can be economically realized. However, changing the actuation sequence involves manually reprogramming Programmable Logic Controllers (PLC), which consumes time and hinders the implementation of flexible automation. This paper presents a novel methodology to automatically program PLCs by evolving logic equations using Genetic Algorithm and Genetic Programming for the desired actuation sequence. Case studies have been presented to demonstrate the possibility of using the proposed methodology to reliably implement flexible automation",

}

Genetic Programming entries for Sajaysurya Ganesh Saravana Kumar Gurunathan

Citations