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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1SBP260020R1001 07CR41 ABB Advant Controller Basic Unit
140A-C-ASA11A Allen-Bradley switch
AO610 ABB Analog Output 16Ch
CM400RGICH1ACB GE Automation Module
DI651 ABB Digital Input 32Ch
EP3-E-4-A ALSTOM MICRO CONTROLLER/ PROCESSOR
IB3110250 ELEMASTER
MRP528516 IS200EXHSG3AEC GE printed circuit board
MRP081636 IS200TSVCH1AJE GE
RF615 RC610 ABB I/O station with redundant CI610
UR6EH GE Digital I/O Input Output Module
X1052 DELL switch – 48 ports – Managed – rack-mountable
140DDO84300 Schneider DISCRETE OUTPUT MODULE
1756-BA2 Allen-Bradley ControlLogix Lithium Battery
FBM222 P0926TL FOXBORO Profibus DP Module
IC660TBA026M GE Output block
IC660TBD024K GE DC 32 circuit discrete input and output
IOP351 METSO control system
SB510 3BSE000860R1 ABB Backup Power Supply 110/230V AC
100031593.10 LSU-112DG DEIF load sharing units
R901325866 Rexroth Proportional Valve Solenoid Valve Hydraulic Valve
5600389 T8850 ICS Triplex 5600389 T8850
ZMU-02 ABB FOR DEMO RACK
1FT5066-0AC71-2-Z Siemens Permanent magnet motor
223BD-00001AAB MKS Baratron Pressure Transducer
CB801 3BSE042245R1 ABB Profibus DP Communication Interface
3BHB003688R0001 ABB Module
REM615E_1G ABB FEEDER PROTECTION AND CONTROL RELAY
CS513 3BSE000435R1 ABB 802.3 LAN-Module
136188-01 Bently Nevada Communication Gateaway Module
3500/25 184684-01 Bently Nevada Enhanced Keyphasor Module
3500/05-01-03-00-00-00 Bently Nevada 3500/05 System Rack
3500/44M 176449-03 Bently Nevada Aeroderivitive GT Vibration Monitor
UR8FH GE Universal Relays of the UR Series
3500/32 125712-01 Bently Nevada 4-channel relay module
3500/40M 140734-01 Bently Nevada Proximitor monitor I / O module
3500/40M 176449-01 Bently Nevada Proximitor Monitor
3500/42M 176449-02 Bently Nevada Proximitor/Seismic Monitor
125680-01 Bently Nevada Proximitor I/O Module
CE4003S2B6 Emerson Standard I/O Termination Block
F8620/11 HIMA CPU Module
FS7-2173-2RP HONEYWELL FS7 Multispectral Fire and Flame Detector
IC698PSA100D GE power supply module
PCI354-1022-38 02088-019 Jasper Electronics Processor module
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