Realization of tool wear estimation and detection of breakage and chipping through sensing and AI analysis of spindle load.
This is a cutting tool management system that utilizes AI technology for businesses engaged in mass production machining using NC lathes and machining centers. 【What can be achieved】 ◎ CBM (Condition-Based Maintenance) through tool life estimation Reduces unnecessary tool changes, contributing to cost reduction and improved production efficiency (There are examples projecting an annual tool cost reduction of 720,000 yen) ◎ Prevention of defective products Automatic detection of tool breakage and chipping ◎ Visualization of cutting load conditions for each machining cycle Real-time statistical processing and output of load conditions during machining 【Product Features】 ■ AI automatically learns The AI automatically learns for each product and tool, enabling high-precision detection of tool abnormalities and life predictions compared to human judgment. ■ Compatible with various tools Usable with various tools such as end mills, drills, and inserts. Additionally, you can confirm the effectiveness through a free trial beforehand. ■ Low barriers to implementation No need for machine modifications or NC programming. There are no restrictions on machine types or ages. It can also be implemented without significantly changing existing operations. *If you wish to request a free trial, please apply through the "Contact Us" section.
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basic information
"Creating Strong Factories" Since our founding, we have implemented AI/IoT systems in numerous factories. In the process, we were inspired by the "strong factories" that create products enriching the world and support the lives of many people, which instilled in us a sense of mission to advance the manufacturing industry. With this sense of mission, we are developing the systems necessary for the future "strong factories" as an AI company specializing in and accompanying the manufacturing field. For more details, please see below. *Our company website is here https://go.mazin.tech/ip_mazin_corporate
Price range
P4
Delivery Time
Applications/Examples of results
# Main Industries of Introduction Automotive parts manufacturing Aerospace parts manufacturing Office chair and furniture manufacturing etc...
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Company information
"Creating Strong Factories" Since its founding, MAZIN has introduced AI/IoT systems to numerous factories. In the process, we were impressed by the "strong factories" that create products enriching society and support the lives of many people, which instilled in us a sense of mission to advance the manufacturing industry. With this sense of mission, we are developing the necessary systems for the future "strong factories" as an AI company specializing in and accompanying the manufacturing field.