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Advanced CNC system with in-process feed-rate optimisation
Authors:Firman Ridwan  Xun Xu
Affiliation:1. Department of Mechanical Engineering, University of Auckland, Auckland 1142, New Zealand;2. Faculty of Mechanical Engineering, Andalas University, Padang, 17163, Indonesia
Abstract:Tight quality requirements and stringent customer demands are the main thrust behind the development of new generation machine tool controllers that are more universal, adaptable and interoperable. The development of some international standards such as STEP and STEP-NC presents a vision for intelligent CNC machining. Implementation of STEP-NC enabled Machine Condition Monitoring (MCM) is presented in this paper. The system allows optimisation during machining in order to shorten machining time and increase product quality. In the system, an optiSTEP-NC, an AECopt controller and a Knowledge-Based Evaluation (KBE) module have been developed. The aim of the optiSTEP-NC system is to perform initial feed-rate optimisation based on STEP-NC data to assist process planners in assigning appropriate machining parameters. AECopt acts as a connector between the process planner and machining environment with the intention to provide adaptive and automatic in-process machining optimisation. KBE based-MTConnect is responsible for obtaining machining know-how. Optimisation is performed before, during or after machining operations, based on the data collected and monitored such as machining vibration, acceleration and jerk, cutting power and feed-rate.
Keywords:Computer numerical control (CNC)  STEP-NC  Feed-rate optimisation  Monitoring  Fuzzy control
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