Description
hardware flow control. It is an ideal choice in the field of industrial automation.
0 Preface
Germany”s “Industry 4.0″ and the United States” “Industrial Internet” will
restructure the world”s industrial layout and economic structure, bringing different challenges and
opportunities to countries around the world. The State Council of China issued “Made in China 2025” as an action plan
for the first ten years of implementing the strategy of manufacturing a strong country, which will accelerate the integrated
development of IoT technology and manufacturing technology [1]. IoT collects data on machine operations, material usage
, facility logistics, etc., bringing transparency to operators. This transparency is brought about by the application of data analytics,
which refers to the use of statistical and machine learning methods to discover different data characteristics and patterns. Machine
learning technology is increasingly used in various manufacturing applications, such as predictive maintenance, test time reduction,
supply chain optimization, and process optimization, etc. [2-4]. The manufacturing process of enterprises has gradually developed from
the traditional “black box” model to the “multi-dimensional, transparent and ubiquitous perception” model [5].
1 Challenges facing manufacturing analysis
The goal of manufacturing analytics is to increase productivity by reducing costs without compromising quality:
(1) Reduce test time and calibration, including predicting test results and calibration parameters;
(2) Improve quality and reduce the cost of producing scrap (bad parts) by identifying the root causes of scrap and optimizing
the production line on its own;
(3) Reduce warranty costs, use quality testing and process data to predict field failures, and cross-value stream analysis;
(4) Increase throughput, benchmark across production lines and plants, improve first-pass rates, improve first-pass throughput,
and identify the cause of performance bottlenecks such as overall equipment effectiveness (OEE) or cycle time;
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SJDE-08ANA-OY | YASKAWA | SERVO DRIVE MECHATROLINK
330180-51-00 | Bently Nevada | 3300XL Proximitor Sensor
330130-040-00-00 | Bently Nevada | 3300 XL Standard Extension Cable
149992-01 | Bently Nevada | 16 Channel Relay Output Module
126615-01 | Bently Nevada | Proximitor I/O Module
8440-1706/B | woodward | synchronizer modules
81001-340-71-R | Allen-Bradley | PKG-ASSY SCR COPPER & SPGDB
2711-T10C8 | Allen-Bradley | AC-powered operator terminal
TRICOENX 3511 | TRICOENX | Pulse Input Module
TRICONEX 3601E | TRICONEX | OUTPUT MODULE DIGITAL
TRICOENX 3700A | TRICOENX | Analog Input Module
330105-02-12-05-02-00 | Bently Nevada | Reverse Mount Probes
2711-K9A8 F | Allen-Bradley | PanelView 900 Standard Operator Terminal
2711-K6C15 C | Allen-Bradley | Panelview 600 series interface terminal
SC-TEPR01 | HONEYWELL | Local Expansion I/O network wiring
2711-K6C5 | Allen-Bradley | PanelView 600 Standard Operator Terminal
2711-K5A2 H | Allen-Bradley | Panelview 550 Standard Operator Terminal
2711-B6C20 | Allen-Bradley | PanelView 600 Standard Operator Terminal
2711-B5A1 | Allen-Bradley | PanelView Standard Operator Termina
2098-DSD-020X | Allen-Bradley | Ultra 3000 Drive Module
2090- SCVP32-0 | Allen-Bradley | Fiber Optic Cable
SC22-3-C | Banner | Safety Controller
1797-PS1E | Allen-Bradley | Flex Ex Power Supply
1797-IRT8 | Allen-Bradley | FLEX Ex RTD Thermocouple I/O Module
1769-ECR | Allen-Bradley | Right End Cap (ECR) module
1769-L32C | Allen-Bradley | modular controller
1766-L32BXBA | Allen-Bradley | MicroLogix 1400 Controller
1764-LRP | Allen-Bradley | manufactured MicroLogix 1500 controller
1756-TBS6H | Allen-Bradley | removable terminal block
1756-RMB | Allen-Bradley | ControlLogix enhanced redundancy module
1756-L73 | Allen-Bradley | standard controller model
1756-L72 | Allen-Bradley | controller module
1756-L64 | Allen-Bradley | ControlLogix Processor Module
1755T-PMPP-1700 | Allen-Bradley | touchscreen enabled operator terminal
S72402-NANANA-NA-225 | KOLLMORGEN | S72402 Series drives
1756-CN2RB | Allen-Bradley | communication module
1756-DHRIO | Allen-Bradley | communication module
810-046015-010 | Lam Research | VIOP III PCB Board
VT-VSPD-1-2X/V0/0-0-1 | Rexroth | proportional valve
61C350 | Reliance Electric | Analog Rail Module
080-332-000-R | LAN | DEVICE SERVER
38B5786X092 | EMERSON | RELAY ASSEMBLY
8LSA55.EB030D200-1 | B&R | Synchronous motor
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