A Cyber-Physical System Architecture for Smart Manufacturing

Autor: Jitin Malhotra, Ashish Kumar Sahu, Faiz Iqbal, Sunil Jha
Rok vydání: 2019
Předmět:
Zdroj: Advances in Forming, Machining and Automation ISBN: 9789813294165
DOI: 10.1007/978-981-32-9417-2_53
Popis: A cyber-physical system (CPS) architecture is proposed for achieving the aim of smart manufacturing. The proposed architecture lays a framework to implement a CPS in shop floor from data acquisition, processing it, running algorithms to acquire some useful information from the raw data and studying the patterns generated by the machine and take a step toward implementing Industry 4.0 concepts in the shop floor. The two major areas, i.e., CPS configuration and operation are focused, and further, a step-by-step description of various modules of CPS architecture is explained. In the end, a small-scale implementation of CPS is done on i5-B CNC BEMRF machine. A CPS-based application is also developed to verify the feasibility of proposed architecture, which calculates finishing time, no. of cycles required to achieve target roughness value and what is the best possible roughness value achievable based on the input process parameters and roughness value given by the operator.
Databáze: OpenAIRE