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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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Get with the Program(ming): 10 Articles to Help You Transform Your Data
Collecting data but not sure how to use it? You’re not alone. See how smart shops are turning raw machine data into real results—better decisions, smoother operations, and measurable ROI.
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Blueprints to Chips: CAD/CAM Tips and Tricks
This collection of articles delves into the latest CAD/CAM innovations, from AI-driven automation and optimized tool paths to the impact of digital twins and system requirements.
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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.
Read MoreLatest Data-Driven Manufacturing News And Updates
Blueprints to Chips: CAD/CAM Tips and Tricks
This collection of articles delves into the latest CAD/CAM innovations, from AI-driven automation and optimized tool paths to the impact of digital twins and system requirements.
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Taking Machine Monitoring from Data to Action
What will define the next stage of machine monitoring software? MachineMetrics’ Rutherford Wilson believes the answer will look something like a manufacturing execution system.
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Turning the Corner on Virtual Machining and Simulation
Simulation software’s effectiveness comes down to proper implementation and alignment with shop priorities.
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Wintriss Controls Group Software Supports Data-Driven Manufacturing
ShopFloorConnect is designed to provides timely, accurate and unbiased data directly from the shop floor for making informed management decisions.
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Precision Shop Adopts Machine Monitoring, Boosts Revenue
Adopting machine monitoring helped LeClaire Manufacturing boost its vertical CNC utilization rates 38 percentage points and gain millions in revenue.
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JIMTOF 2024 Report: EVs, AI and Autonomous Robots Abound
The 2024 Japan International Machine Tool Fair (JIMTOF) showed how the manufacturing industry is adapting to the needs of electric vehicle manufacturing and adopting new technology including AI and autonomous robots.
Read MoreFeatured Posts
Four Questions (& Answers) About Data-Driven Process Improvement at CNC Job Shops
How can shops can make informed decisions using data-driven feedback to improve shopfloor efficiency and profitability? And how will these technologies differ between high- and low-volume production?
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From Process Monitoring to Quality Prediction Software
Even before inspection, Datanomix and Caron Engineering’s TMAC AI can extrapolate part quality from cut information. This information also helps shops push their tool life to its limits.
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AI, Data and the Digital Manufacturing Future
AI has the potential to reshape manufacturing software — but first, it will require data.
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ProShop ERP Showcases Customer-Led Demos and New Features at IMTS 2024
This year at IMTS, ProShop is featuring customer-led demos in the company’s booth.
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Protecting Your Automation Investments
Shops need to look at their people, processes and technology to get the most of out their automation systems.
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5 Stages of a Closed-Loop CNC Machining Cell
Controlling variability in a closed-loop manufacturing process requires inspection data collected before, during and immediately after machining — and a means to act on that data in real time. Here’s one system that accomplishes this.
Read MoreFAQ: 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
- Digitizing/Scanning Systems
- Digitizing/Scanning Systems
- Quality Documentation
- CAD/CAM for Additive Manufacturing
- Programmable Logic Controls
- Communications Networks & Data Transmission Equipment
- Direct or Distributive Numerical Control (DNC) Systems
- CAD/CAM Software
- CAD/CAM Software
- CNC Units
- Digital Readout (DRO) Units
- Statistical Data Collection & Analysis
- Data Management & Visualization
- Data Management & Visualization
- Manufacturing Execution Systems (MES)
- Job Estimating Software
- Calibration Software
- Tool Crib Control
- NC Verification
- NC Verification
- Engineering Analysis & Simulation
- Post Processors, Stand-Alone
- CNC Software
- CNC Software
- Accounting Software
- Other Manufacturing Software
- Nesting Software
- Robot Controllers
- Machinability Databases
- ERP for Make-to-Order Mfg
- Machine Monitoring
- NC Program Optimization
- Cutting Tool Design
- ERP for Standard Mfg