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 3AUA0000040000
Display operation panel 3ASD999002B20
Display operation panel 3ASD510001C20
Display operation panel 3ASD510001C17
Display operation panel 3ASD485500A111
Display operation panel 3ASD399002B20
Display operation panel 3ASD299001B2
Display operation panel 3ASD273001-B5
Display operation panel 3ASC25H705/-7
Display operation panel 3ASC25H219B DATX133
Display operation panel 3ASC25H216A DATX132
Display operation panel 3ASC25H214 DATX130
Display operation panel 3ASC25H209/DATX100
Display operation panel 3ASC25H209 DATX110
Display operation panel 3ASC25H208 DATX100
Display operation panel 3ASC25H204/DAPU100
Display operation panel 3ASC25H204 DAPU100
Display operation panel 3ASC25H204 DAPU100
Display operation panel 3ASC25H204
Display operation panel 3ASC25H203/DAPC100
Display operation panel 3ASC25H203
Display operation panel 3AFE68300746
Display operation panel 3AFE61320946P0001 POS.A6091
Display operation panel 3ADT316300R1510 SDCS-PIN-4B
Display operation panel 3ABD10058721DX5221
Display operation panel 37911-4-0338125
Display operation panel 23BA20D
Display operation panel 216VC62a HESG324442R13/E
Display operation panel 216VC62A HESG324442R112/F
Display operation panel 216VC62a
Display operation panel 216VC62A
Display operation panel 216NG63A HESG441635R1
Display operation panel 216NG63
Display operation panel 216NG62A HESG441634R1/K
Display operation panel 216NG61A HESG441633R1
Display operation panel 216GD61a
Display operation panel 216EA62 1MRB150083R1/F
Display operation panel 216EA61b
Display operation panel 216DB61 HESG324063R100/J
Display operation panel 216DB61
Display operation panel 216AB61
Display operation panel 216AB61
Display operation panel 1VCF752000
Display operation panel 1TGE120028R0010
Display operation panel 1TGE120028R0010
Display operation panel 1TGE120021R0110
Display operation panel 1TGE120021R0110
Display operation panel 1TGE120021R0010
Display operation panel 1tge120011r1001
Display operation panel 1TGE120011R1000
Display operation panel 1TGE120010R1300
Display operation panel 1TGE120010R
Display operation panel 1TGE106170M4200
Display operation panel 1TGB302003R0003
Display operation panel 1SVR450081R0000
Display operation panel 1SVR360663R1001
Display operation panel 1SVR040000R1700
Display operation panel 1SVR011718R2500
Display operation panel 1SVR011718R2500
Display operation panel 1SNA684252R0200
Display operation panel 1SFB536068D1011
Display operation panel 1SBP260022R1001
Display operation panel 1SAR700012R0005
Display operation panel 1SAP530100R0001
Display operation panel 1SAP520100R0001
Display operation panel 1SAP173200R0001
Display operation panel 1SAP150000R0170 PM590-ETH
Display operation panel 1SAJ520000R0101 UMC100
Display operation panel 1MRS050644
Display operation panel 1MRS050644
Display operation panel 1MRS050496
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