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;
Display operation panel 07EA90-SI
Display operation panel 07EA90-S
Display operation panel 07EA80
Display operation panel 07EA65R1
Display operation panel 07EA62R1
Display operation panel 07EA60R1
Display operation panel 07EA200
Display operation panel 07DI92
Display operation panel 07DC92D GJR5252200R0101
Display operation panel 07DC91C
Display operation panel 07CS61
Display operation panel 07CR41
Display operation panel 07BV60R1
Display operation panel 07BT60R1
Display operation panel 07BR61R1 GJV3074376R1
Display operation panel 07BR61R1
Display operation panel 07BE62R1
Display operation panel 07BE61R1
Display operation panel 07BE60R1
Display operation panel 07BA60R1
Display operation panel 07AS82
Display operation panel 07AI91 GJR5251600R4202
Display operation panel 07AI91
Display operation panel 07AI91
Display operation panel 07AC91R101
Display operation panel 07AC91D GJR5252300R0101
Display operation panel 07AC91D
Display operation panel 07AC91D
Display operation panel 07AC91C
Display operation panel 07AC91B
Display operation panel 07AC91 GJR5252300R0101
Display operation panel 07AC91 ABB
Display operation panel 07AC91
Display operation panel 07AC91
Display operation panel 07AB90-S
Display operation panel 07AB67R1
Display operation panel 07AB61R1
Display operation panel 07AB60R1
Display operation panel 07AB200
Display operation panel 07AA80
Display operation panel 07AA65R1
Display operation panel 07AA63
Display operation panel 07AA62R1
Display operation panel 07AA61R1
Display operation panel 07AA60R1
Display operation panel 050992 OMNISKIP
Display operation panel 050745 EICB
Display operation panel 050581 RACSII 050328 LSDCM
Display operation panel 050581 BCI 050368 RING GENERATOR
Display operation panel 050546 DC/DC 050992 OMNISKIP
Display operation panel 050368 RING GENERATOR 050328 LSDCM
Display operation panel 050328 LSDCM
Display operation panel 050290 FXS
Display operation panel 050183 TCM4-4W
Display operation panel 050183 TCM4
Excitation system ABB module ZT372a-E
Excitation system ABB module ZMU-02内存卡
Excitation system ABB module YYT107A
Excitation system ABB module YYT102N
Excitation system ABB module YYT102M
Excitation system ABB module YYT102D
Excitation system ABB module YYT102C
Excitation system ABB module YYE109A
Excitation system ABB module YXU168E YT204001-JB/1
Excitation system ABB module YXU168E
Excitation system ABB module YXU168E
Excitation system ABB module YXI115B
Excitation system ABB module YXE152A YT204001-AF
Excitation system ABB module YXE152A
Excitation system ABB module YXC110
Excitation system ABB module YTEA250-8
Excitation system ABB module YTEA250-15
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