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;
Control module DCS system spare parts DSTD110A
Control module DCS system spare parts DSTD110A
Control module DCS system spare parts DSTD110
Control module DCS system spare parts DSTD108P
Control module DCS system spare parts DSTD108 ABB
Control module DCS system spare parts DSTD108
Control module DCS system spare parts DSTD108
Control module DCS system spare parts DSTC456
Control module DCS system spare parts DSTC456
Control module DCS system spare parts DSTC454
Control module DCS system spare parts DSTC190
Control module DCS system spare parts DSTC176
Control module DCS system spare parts DSTC175 57310001-KN
Control module DCS system spare parts DSTC160
Control module DCS system spare parts DSTC130
Control module DCS system spare parts DSTC121
Control module DCS system spare parts DSTC110
Control module DCS system spare parts DSTA180
Control module DCS system spare parts DSTA180
Control module DCS system spare parts DSTA171
Control module DCS system spare parts DSTA170
Control module DCS system spare parts DSTA160
Control module DCS system spare parts DSTA133I
Control module DCS system spare parts DSTA131
Control module DCS system spare parts DSTA131
Control module DCS system spare parts DSTA-121A57120001
Control module DCS system spare parts DSTA-121A
Control module DCS system spare parts DSTA121
Control module DCS system spare parts DSTA002
Control module DCS system spare parts DSSS170
Control module DCS system spare parts DSSR122M
Control module DCS system spare parts DSSR122 ABB控制器
Control module DCS system spare parts DSSR122 4899001-NK
Control module DCS system spare parts DSSR122 48990001-NK
Control module DCS system spare parts DSSR122 48990001-LH
Control module DCS system spare parts DSSR122
Control module DCS system spare parts DSSR122
Control module DCS system spare parts DSSR121
Control module DCS system spare parts DSSR120
Control module DCS system spare parts DSSR116
Control module DCS system spare parts DSSR115
Control module DCS system spare parts DSSR110
Control module DCS system spare parts DSSC-01C
Control module DCS system spare parts DSSB170
Control module DCS system spare parts DSSB146
Control module DCS system spare parts DSSB145
Control module DCS system spare parts DSSB140 48980001-P
Control module DCS system spare parts DSSB140
Control module DCS system spare parts DSSB140
Control module DCS system spare parts DSSB120
Control module DCS system spare parts DSSB110
Control module DCS system spare parts DSSB-01C 3AFE68300746
Control module DCS system spare parts DSSB-01C
Control module DCS system spare parts DSSB-01C
Control module DCS system spare parts DSSB-01C
Control module DCS system spare parts DSSA165
Control module DCS system spare parts DSSA165
Control module DCS system spare parts DSSA165
Control module DCS system spare parts DSRF197 3BSE019297R1
Control module DCS system spare parts DSRF182K13
Control module DCS system spare parts DSRF182AK02 3BSE014078R1
Control module DCS system spare parts DSRF182
Control module DCS system spare parts DSRF180M
Control module DCS system spare parts DSRF180A 57310255-AV
Control module DCS system spare parts DSRF180A
Reviews
There are no reviews yet.