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
VIEW ALL4 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.
Read MoreHow 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)
WatchTop 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 MoreMonitoring Machine Tools? Don’t Discount DNC
Networks that feed part programs to shopfloor CNCs can double as a foundation for pulling data from them.
Read MoreMachine 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.
Read MoreLatest Data-Driven Manufacturing News And Updates
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.
Read MoreECI Monitoring System Provides Actionable Insights
Westec 2023: By triggering actions that reduce downtime, scraps and failure, Alora increases utilization of existing machinery and staff.
Read MoreAutodesk, 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.
Read MoreRenishaw Data Platform Promotes Connected Shop Floor
Westec 2023: Renishaw Central collects metrology, status and alarm data from connected devices across the shop floor.
Read MoreGlobal Shop Solutions to Host ERP User Conferences
The company is hosting two separate events — one onsite and one virtual — that will focus on core ERP features and functionality, as well as advanced use cases.
Read MoreShop 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.
Read MoreFeatured Posts
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.
Read MoreDigital Solutions Dominate TIMTOS
At TIMTOS, many OEMs highlighted solutions designed to overcome challenges that may sound familiar to U.S. manufacturers.
Read MoreReinventing 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.
Read MoreMachine 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.
Read MoreDiving 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.
Read MoreCan Connecting ERP to Machine Tool Monitoring Address the Workforce Challenge?
It can if RFID tags are added. Here is how this startup sees a local Internet of Things aiding CNC machine shops.
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
- 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