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 NTR002-A
Control module DCS system spare parts NTR002-A
Control module DCS system spare parts NTPL01
Control module DCS system spare parts NTMU02
Control module DCS system spare parts NTMU01
Control module DCS system spare parts NTMP01
Control module DCS system spare parts NTMP01
Control module DCS system spare parts NTMF01
Control module DCS system spare parts NTMF01
Control module DCS system spare parts NTLS01
Control module DCS system spare parts NTLS01
Control module DCS system spare parts NTHS03
Control module DCS system spare parts NTHS03
Control module DCS system spare parts NTHS03
Control module DCS system spare parts NTFB01
Control module DCS system spare parts NTDRO01
Control module DCS system spare parts NTDO02
Control module DCS system spare parts NTDO01
Control module DCS system spare parts NTDI21-A
Control module DCS system spare parts NTDI21-A
Control module DCS system spare parts NTDI02
Control module DCS system spare parts NTDI01
Control module DCS system spare parts NTDI01
Control module DCS system spare parts NTDI01
Control module DCS system spare parts NTCU01
Control module DCS system spare parts NTCS04
Control module DCS system spare parts NTCS04
Control module DCS system spare parts NTCS02
Control module DCS system spare parts NTCS01
Control module DCS system spare parts NTCL01-A
Control module DCS system spare parts NTCL01
Control module DCS system spare parts NTCL01
Control module DCS system spare parts NTCL01
Control module DCS system spare parts NTCF23
Control module DCS system spare parts NTCF23
Control module DCS system spare parts NTCF23
Control module DCS system spare parts NTCF22
Control module DCS system spare parts NTCF22
Control module DCS system spare parts NTCF22
Control module DCS system spare parts NTCF21
Control module DCS system spare parts NTCF21
Control module DCS system spare parts NTCF21
Control module DCS system spare parts NTCF03
Control module DCS system spare parts NTCF02
Control module DCS system spare parts NTCF01
Control module DCS system spare parts NTAO01
Control module DCS system spare parts NTAM01
Control module DCS system spare parts NTAM01
Control module DCS system spare parts NTAI06
Control module DCS system spare parts NTAI06
Control module DCS system spare parts NTAI05
Control module DCS system spare parts NTAI05
Control module DCS system spare parts NTAI05
Control module DCS system spare parts NTAI04
Control module DCS system spare parts NTAI03
Control module DCS system spare parts NTAI02
Control module DCS system spare parts NTAI02
Control module DCS system spare parts NTAI01
Control module DCS system spare parts NTAC-02
Control module DCS system spare parts NTAC-02
Control module DCS system spare parts NTAC-02
Control module DCS system spare parts NSTM01
Control module DCS system spare parts NSSM01
Control module DCS system spare parts NSSM01
Control module DCS system spare parts NSPS02
Control module DCS system spare parts NSPS01
Control module DCS system spare parts NSPM01
Control module DCS system spare parts NSIM01
Control module DCS system spare parts NSBM01
Control module DCS system spare parts NRIO02
Control module DCS system spare parts NRDO02
Reviews
There are no reviews yet.