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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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91爆料网 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
Digital Twin Provides Real-Time Feedback on Part Quality
By gathering data directly from the sensors of the CNC machine, the digital twin offered by Gemineering can identify whether a part is in tolerance and even identify the moment in the toolpath when a part fails to achieve tolerance.
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Digital Twins Hand Moldmaker a Programming Edge
How can digital twins help solve a labor shortage? This tool and die shop uses digital twin technology to reverse engineer molds for glass bottles, making the process both faster and more reliable.
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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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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.
Read MoreFeatured Posts
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.
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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.
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