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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UFC911B108 3BHE037864R0108 Relay protection device
UFC911B106 3BHE037864R0106 Output module
UDD406A 3BHE041465P201 Input/output module
UCD208A101 3BHE020018R0101 Dc power supply
UAD154A 3BHE026866R0101 Ac power supply
TSXMRPC002M Configurable SRAM Memory Extension
TCSESM043F2CS0 Ethernet TCP/IP managed switch
SIOC 086406-002 SMART I/O CALIP ABB
SCXI-1326 SCXI Terminal Block
SCXI-1325 Screw Terminal Block
SCXI-1124 Analog Output Module for SCXI
SCXI-1100 Voltage Input Module for SCXI
SCM4.1 2044230022A 2044230020D Signal processing module
PXI-8423 Interface for PXI
PFSK152 3BSE018877R2 3BSC980006R361 Signal concentrator board
PFSK151 3BSE018876R1 3BSC980006R358 DSP-Signal processing
PFEA112-65 3BSE050091R65 Tension Electronics PFEA112-65
IDEC PF3S-PSA2 POWER SUPPLY MODULE
PDD500A101 3BHE037649R0101 Communication module
PDD205A1121 3BHE025335R1121 Central processing unit
DEIF PCM4.3 2044230081A 2044230080A controller
PCIE-5565 PIORC-PCIE-5565 PIORC-100000-350 Reflection memory node interface card
3BHE025541R0101 PCD231B101excitation system
3BHE022291R0101 PCD230A Excitation control system
P0926GH Channel communication terminal
GE VME Single-Board Computer MVME6100
MAESTRO 60X7/14 Servo Amplifiers
Y086388-001 LSP LINEAR STEPPER REPAIR
LCNP4E 51405098-100 digital power control board
IS230TBAIH2C Analog I/O Terminal Board
IS230TNCIH4C Printed Circuit Board
IS230SRTDH2A DIN RAIL MODULE
IS220PRTDH1A 363A4940CSP6 Input Module
IS220PPROS1B Emergency Turbine Protection I/O Pack
IS200SRTDH2ACB RTD Terminal Board
IS200DTAOH1ABA IS210DTAOH1AA DIN Rail Contact Input Board
IS200DTAIH1ACC IS210DTAOH1AA Printed circuit board
IS200DTAIH1ABB IS210DTAOH1AA Input/output terminal board
IOR810 PHBIOR80010000 Communication Module
IOM4.2 2044230041E 2044230040H Power control panel
IC698CPE030 microprocessor
GVC736CE101 3BHE039203R0101 5SXE12-0184 IGCT plate
GDD471A001 2UBA002322R0001 Printed circuit board
GCD207B101 3BHE024642R0101 Printed circuit board
FBM233 P0926GX Ethernet Communication
ABB ENK32 EAE Ethernet Module
ECPSR086370-001 Accuray Module
DS200ADGIH1AAA Auxiliary Interface Board
D685A1156U01 Backplane Type3+Housing FET
3500/22M 146031-01 Transient data interface module
3500/15 106M1081-01 AC/DC Power Supply Module
Transient Data Interface I/O Module 146031-01
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