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;
5SHY6545L0001 AC10272001R0101 5SXE10-0181 ABB IGCT module
5SHY5055L0002 3BHE019719R0101 GVC736BE101 ABB IGCT module
5SHY5045L0020 5SXE10-0181 AC10272001R0101 ABB IGCT module
PDD200A101 3BHE019633R0101 ABB Processor module
XXD129A01 3BHE012436R0001 PEC800-BP ABB Programmable control card
PCD231B101 3BHE025541R0101 ABB Static excitation system
PCD230A 3BHE022291R0101 ABB Static excitation system
NU8976A99 HIER466665R0099 HIEE320693R0001 ABB Analog Input Module
NTCF22 ABB Termination Unit
NF93A-2 HESG440280R2 HESG323662R1 ABB control system
MC91 HESG440588R4 HESG112714B ABB Output module
LXN1604-6 3BHL000986P7000 ABB DIN rail power supply
LT8978b V1 HIEE320639R0001 ABB power-supply module
LDGRB-01 3BSE013177R1 ABB I/O Module
KVC758A124 3BHE021951R1024 ABB module
KUC755AE105 3BHB005243R0105 ABB Drive control unit
KUC720AE01 3BHB003431R0001 ABB Power supply drive board
IT94-3 HESG440310R2 HESG112699B ABB Controller module
IOR810 P-HB-IOR-80010000 ABB S800 I/O Gateway Module
INIIT13 ABB Communication_Module
IMMFP03 ABB Multifunction Processor Module
ICST08A9 FPR3335901R001 ABB Analog Remote Unit 24 VDC 200mA
CSA463AE HIEE400103R0001 ABB Programmable communication unit
HIEE300698R0001 KUC321AE ABB The inverter
GDD471A001 2UBA002322R0001 ABB Board
GDB021BE05 HIEE300766R0005 ABB Board
FM9925a-E HIEE451116R0001 ABB Board
SPAD346C3 ABB Stabilized Differential Relay
IOR810 P-HB-IOR-80010000 ABB S800 I/O Gateway Module
INIIT13 ABB Communication_Module
IMMFP03 ABB Multifunction Processor Module
ICST08A9 FPR3335901R001 ABB Analog Remote Unit 24 VDC 200mA
CSA463AE HIEE400103R0001 ABB Programmable communication unit
HIEE300698R0001 KUC321AE ABB The inverter
GDD471A001 2UBA002322R0001 ABB Board
GDB021BE05 HIEE300766R0005 ABB Board
FM9925a-E HIEE451116R0001 ABB Board
SPAD346C3 ABB Stabilized Differential Relay
SD821 3BSC610037R1 ABB Power Supply Device
SC510 3BSE003832R1 ABB Submodule Carrier without CPU
SC560 3BSE008105R1 ABB Submodule Carrier incl
SC520M 3BSE016237R1 ABB Submodule Carrier incl
SA9923a-E HIEE450964R0001 ABB power-supply module
REF542PLUS ABB Relay protection device
PP836 3BSE042237R1 ABB Operator Panel
PP875 3BSE092977R1 ABB Operator Panel
PP865 3BSE042236R1 ABB Operator Panel
PP836A 3BSE042237R2 ABB Operator Panel
PM891K02 3BSE053242R1 ABB Processor Unit
PM891K01 3BSE053241R1 ABB Processor Unit
AC800M 3BSE053240R1 PM891 ABB Processor Unit
PM866K01 3BSE050198R1 ABB Processor Unit
PM866A-2 3BSE081230R1 ABB control module
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