Data-Driven Manufacturing
Data-driven manufacturing implies that decisions controlling the manufacturing process should be based on facts, not guesses, wishes, theories or opinions. Emerging technology is enabling both people and equipment to collect and process the facts they need to achieve better results. Driving manufacturing with data promotes integration and coherence across manufacturing organizations throughout the supply chain.
ESSENTIAL READING
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4 Ways “Tag and Track” Technology Keeps Data Chains Intact
Scannable images and tags inextricably link relevant information with workpieces, cutting tools and other physical assets.
Read More5 Smart Drilling Lessons Apply Beyond the Application
A specific machine learning use case illuminates general principles for applying artificial intelligence at any CNC machining business.
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How To Find The Right Solid Carbide Tool For Your Production
Watch this demo for an inside look at Sandvik Coromant’s advanced solid carbide tools like CoroDrill 860-GM – designed for fast and problem-free drilling, maximizing productivity through high metal cutting efficiency. (Sponsored)
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Top Shops Are Data-Driven by Definition
CNC machine shops at various stages of digitalizing their operations share a commitment to evidence-backed decision-making.
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Monitoring Machine Tools? Don’t Discount DNC
Networks that feed part programs to shopfloor CNCs can double as a foundation for pulling data from them.
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Machine Tool Data Analysis Identifies Effective Setup Tactics
Thanks to the MTConnect standard, it is easy to create a timeline of a machine’s activities and use it to discover ways for improving operations. One example is how to reduce setup time.
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Latest Data-Driven Manufacturing News And Updates
GF Machining Solutions Platform Enables Remote Troubleshooting
The My rConnect provides a virtual link between a machine and the company’s service and support team, often eliminating the need for a technician to travel to a customer’s shop.
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ABB Software Platform Streamlines Data Management
OptiFact is designed to speed up diagnostics and decision making, increasing production uptime with less engineering effort.
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MSC Machine Monitoring Optimizes Manufacturing Processes
Westec 2023: MSC Machine Monitoring provides out-of-the-box connectivity to up to 10 machines and in-depth data on customizable, intuitive dashboards.
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ECI Monitoring System Provides Actionable Insights
Westec 2023: By triggering actions that reduce downtime, scraps and failure, Alora increases utilization of existing machinery and staff.
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Autodesk, DN Solutions Adopt ModuleWorks Data Exchange
The Manufacturing Data Exchange Specification is expected to simplify and optimize data transfer between the two companies’ solutions, enabling more effective workflows between the CAM programming office and the shop floor.
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Renishaw Data Platform Promotes Connected Shop Floor
Westec 2023: Renishaw Central collects metrology, status and alarm data from connected devices across the shop floor.
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Featured Posts
Shop Quotes Smarter, Works Harder with Machine Monitoring
Temco first installed MT-LINKi to optimize quoting. Now, the software helps the shop optimize its machines — and machine purchases.
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Give Job Shop Digitalization a Customer Focus
Implementing the integrated digital technologies and automation that enhance the customer's experience should be a priority for job shops and contract manufacturers.
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Digital Solutions Dominate TIMTOS
At TIMTOS, many OEMs highlighted solutions designed to overcome challenges that may sound familiar to U.S. manufacturers.
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Reinventing a Precision Shop With a Data-Driven Mindset
When this machine shop lost 90% of its business within three months, a reinvention was in order. Here's how it survived after quickly falling on hard times.
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Machine Monitoring Boosts Aerospace Manufacturer's Utilization
Once it had a bird’s eye view of various data points across its shops, this aerospace manufacturer raised its utilization by 27% in nine months.
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Diving Deeper Into Machine Monitoring Data
Data visualization is the first step in using machine monitoring data, but taking it to the next level requires looking for trends within the data.
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FAQ: Data-Driven Manufacturing
How do you choose an ERP system for a data-driven machine shop?
- Consider your objectives and requirements.
- Measure return on investment (ROI).
- Speak to fellow ERP users.
- Scrutinize the demo.
How does “tag and track” technology keep data chains intact?
- Streamlining workflow.
- Automating and verifying tool setups.
- Managing the tool crib.
- Reducing waste through productivity improvement.
What are some of the best practices for manufacturing cybersecurity?
- Training regularly
- Requiring strong passwords
- Requiring multi-factor authentication
- Monitoring for threats
- Consider security beyond virtual security
Data-Driven Manufacturing Supplier Categories
- Quality Documentation
- CAD/CAM for Additive Manufacturing
- CNC Software, Stand-alone
- NC Verification
- Programmable Logic Controls (PLC)
- Communications Networks & Data Transmission Equipment
- Identification Systems
- Direct or Distributive Numerical Control (DNC) Systems
- CNC Units
- Digital Readout (DRO) Units
- Statistical Data Collection & Analysis
- Manufacturing Execution Systems (MES)
- Job Estimating Software
- Calibration Software
- Tool Crib Control
- Engineering Analysis & Simulation
- Post Processors, Stand-Alone
- Accounting Software
- Digitizing/Scanning Systems
- Software, Other Manufacturing
- Memory Units
- Nesting Software
- Robot Controllers
- Machinability Databases
- ERP for Make-to-Order Mfg
- Machine Monitoring
- NC Program Optimization
- Tool Design
- Database Management
- ERP for Standard Mfg
- CAD/CAM Software
