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;

ICS TRIPLEX T8403 Trusted TMR 24Vdc Digital Input Module T8403C T8403CX
ABB SPASI23 AI Module
REXROTH VM310 0608750109-103 Power module
Yokogawa PW481-50 Power Supply Module
EPRO PR9376/010-011 Proximity sensor
Pilz 773602 Safety Controller
Schneider NW-BM85C002 Bridge multiplexer
SANYO DENKI P30B04010PCKST SERVO MOTOR
Motorola MVME147-013 32-bit microprocessor
MOTOROLA MVME2432-3 VME Processor Module MVME2432
Rexroth HMV01.1R-W0018-A-07-FNN1 Power control unit
HIMA F7553 984755302 PLC Coupling Module
HIMA F6217 984621702 8 fold analog input module
HIMA F3330 984333002 8-Channel Output Module
HIMA F3237 984323702 8 fold input module
Honeywell FC-TSGAS-1624 SAFE GAS-FLAME DET
Honeywell FC-PSU-UNI2450U V1.0 System power module
HIMA F6217 8-Channel Analog Input Module
WOODWARD EGCP-3 8406-113 Digital Control Interface Panel
Eaton XVS-440-10MPI-1-1AD Touch screen
8LSA35.DA030S000-3 B&R Synchronous motor
Sigmatek DNC115 DIGITAL OUTPUT MODUALE
Sigmatek DKL002 CPU Base
Sigmatek DDM163 Digital Conversion Module DDM 163
Alstom MAE99-04 PC BOARD RTD TERMINATION PANEL
KOLLMORGEN AKM42E-EKGNR-01 servomotor
ABB PCD235B101 3BHE032025R0101 Excitation controller PC D235
ABB CS513 3BSE000435R1 Communication Interface
FANUC A06B-6117-H104 Servo drive
FANUC A06B-6114-H209 Servo drive
Bently Nevada 135137-01 Position I/O Modul 3500/45
TRICONEX 9853-610
TRICONEX 9760-230 Termination panel
TRICONEX 9662-610 Standard termination panel
TRICONEX 9563-810 Digital output module
HONEYWELL 05704-A-0145 4-channel control card
TRICONEX 4351B Communication Module 4352AN 4352B
TRICONEX 3805E Analog Output Module 3806E
TRICONEX 3720 Analog Input Module 3721 3721C
TRICONEX 3704E INPUT MODULE 3703E 3700A 3708E
TRICONEX 3625 Digital 24VDC Output Module 3625A 3625C1
TRICONEX 3511 Pulse Input Module 3510
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TRICONEX 3009 Enhanced main processor module 3009X
TRICONEX 3008 CPU Main Processor
Rockwell Allen-Bradley 1420-V2-ENT PowerMonitor 500 EtherNet/IP Power Meter

Company advantage service:
1.Has been engaged in industrial control industry for a long time, with a large number of inventories.
2.Industry leading, price advantage, quality assurance
3.Diversified models and products, and all kinds of rare and discontinued products
4.15 days free replacement for quality problems

All kinds of module card driver controller servo motor servo motor embedded card wires and cables Power module control module is applicable to steel, hydropower, nuclear power, power generation, glass factory, tire factory, rubber, thermal power, paper making, shipping, navigation, etc

ABB — AC 800M controller, Bailey, PM866 controller, IGCT silicon controlled 5SHY 3BHB01 3BHE00 3HNA00 DSQC series
BENTLY — 3500 system/proximitor, front and rear card, sensor, probe, cable 3500/20 3500/61 3500/05-01-02-00-001 3500/40M 176449-01 3500/22M 138607-01
Emerson — modbus card, power panel, controller, power supply, base, power module, switch 1C31,5X00, CE400, A6500-UM, SE3008,1B300,1X00,
EPRO — PR6423 PR6424 PR6425 PR6426 PR9376 PR9268 Data acquisition module, probe, speed sensor, vibration sensor
FOXBORO — FCP270 FCP280 FCM10EF FBM207 P0914TD CP40B FBI10E FBM02 FBM202 FBM207B P0400HE Thermal resistance input/output module, power module, communication module, cable, controller, switch
GE —- IS200/215/220/230/420 DS200/215 IC693/695/697/698 VMICPCI VMIVME 369-HI-R-M-0-0-E 469 module, air switch, I/O module, display, CPU module, power module, converter, CPU board, Ethernet module, integrated protection device, power module, gas turbine card
HIMA — F3 AIO 8/4 01 F3231 F8627X Z7116 F8621A 984862160 F3236 F6217 F7553 DI module, processor module, AI card, pulse encoder
Honeywell — Secure digital output card, program module, analog input card, CPU module, FIM card
MOOG — D136-001-007 Servo valve, controller, module
NI — SCXI-1100 PCI – PXIE – PCIE – SBRIO – CFP-AO-210 USB-6525 Information Acquisition Card, PXI Module, Card
Westinghouse — RTD thermal resistance input module, AI/AO/DI/DO module, power module, control module, base module
Woodward — 9907-164 5466-258 8200-1300 9907-149 9907-838 EASYGEN-3500-5/P2 8440-2145 Regulator, module, controller, governor
YOKOGAWA – Servo module, control cabinet node unit

Main products:
PLC, DCS, CPU module, communication module, input/output module (AI/AO/DI/DO), power module, silicon controlled module, terminal module, PXI module, servo drive, servo motor, industrial display screen, industrial keyboard, controller, encoder, regulator, sensor, I/O board, counting board, optical fiber interface board, acquisition card, gas turbine card, FIM card and other automatic spare parts

P0914XL FBM212 8-channel isolated output module

Description

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