Researches regarding cutting tool condition monitoring
نویسندگان
چکیده
منابع مشابه
Real-Time Cutting Tool Condition Monitoring in Milling
Reliable tool wear monitoring system is one of the important aspects for achieving a self-adjusting manufacturing system. The original contribution of the research is the developed monitoring system that can detect tool breakage in real time by using a combination of neural decision system and ANFIS tool wear estimator. The principal presumption was that force signals contain the most useful in...
متن کاملA Hybrid Pattern Recognition Architecture for Cutting Tool Condition Monitoring
One of the important developments in modern manufacturing industry has been the trend towards cost savings through stuff reductions whilst simultaneously improving the product quality. Traditional tool change strategies are based on very conservative estimates of tool life from past tool data and this leads to a higher tool change frequency and higher production costs. Intelligent sensor based ...
متن کاملCondition Monitoring of Single Point Cutting Tool through Vibration Signals using Decision Tree Algorithm
Tool condition monitoring in machining plays a crucial role in modern manufacturing systems, finding tool wear state in early with the help of monitoring system will reduce downtime and excessive power drawing while machining. It also increases machining quality as well as surface finish of machined components. Vibration analysis of mechanical systems can be used to identify the tool condition ...
متن کاملOn-line Cutting Tool Condition Monitoring in Machining Processes using Artificial Intelligence
High Speed Machining (HSM) has become one of the leading methods in the improvement of machining productivity. The term HSM covers high spindle speeds, high feed rates, as well as high acceleration and deceleration rates. Furthermore, HSM does not imply only working with high speeds but also with high levels of precision and accuracy. Additional to the HSM, many companies producing machine tool...
متن کاملCurrent-sensor-based feed cutting force intelligent estimation and tool wear condition monitoring
Tool wear condition monitoring has the potential to play a critical role in ensuring the dimensional accuracy of the workpiece and prevention of damage to cutting equipment. It could also help in automating cutting processes. In this paper, the feed cutting force estimated with the aid of an inexpensive current sensor installed on the ac servomotor of a computerized numerical control turning ce...
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ژورنال
عنوان ژورنال: MATEC Web of Conferences
سال: 2017
ISSN: 2261-236X
DOI: 10.1051/matecconf/201712102002