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 TB806
Control module DCS system spare parts TB805
Control module DCS system spare parts TB711F
Control module DCS system spare parts TB521-ETH
Control module DCS system spare parts TAS01
Control module DCS system spare parts TAS.580.0600G00 V01
Control module DCS system spare parts TAS.580.0560G00
Control module DCS system spare parts TAS.580.0540G00
Control module DCS system spare parts TA924F
Control module DCS system spare parts TA724F
Control module DCS system spare parts TA526
Control module DCS system spare parts TA525
Control module DCS system spare parts TA524
Control module DCS system spare parts TA523
Control module DCS system spare parts SYNPOLD CMA132
Control module DCS system spare parts SYNCHROTACT5 3BHB006713R0217
Control module DCS system spare parts SYN5202A
Control module DCS system spare parts SYN5202
Control module DCS system spare parts SYN5201a-Z,V217 3BHB006714R0217
Control module DCS system spare parts SY809F
Control module DCS system spare parts SY809F
Control module DCS system spare parts SV541
Control module DCS system spare parts STT02E
Control module DCS system spare parts STC2BE
Control module DCS system spare parts STC2AE
Control module DCS system spare parts STBNIP2311
Control module DCS system spare parts SS832 3BSC610068R1
Control module DCS system spare parts SS832
Control module DCS system spare parts SS832
Control module DCS system spare parts SS832
Control module DCS system spare parts SS832
Control module DCS system spare parts SS822Z
Control module DCS system spare parts SS822
Control module DCS system spare parts SR511 3BSE000863R1
Control module DCS system spare parts SR511 3BSE000863R0001
Control module DCS system spare parts SPTPS13
Control module DCS system spare parts SPTKM01
Control module DCS system spare parts SPSET01
Control module DCS system spare parts SPSET01
Control module DCS system spare parts SPSED01
Control module DCS system spare parts SPNPM22
Control module DCS system spare parts SPNPM22
Control module DCS system spare parts SPNPM22
Control module DCS system spare parts SPNIS21
Control module DCS system spare parts SPNIS21
Control module DCS system spare parts SPNIS21
Control module DCS system spare parts SPNIS21
Control module DCS system spare parts SPMC2402
Control module DCS system spare parts SPMC1402
Control module DCS system spare parts SPIPT800
Control module DCS system spare parts SPIET800
Control module DCS system spare parts SPIET800
Control module DCS system spare parts SPIET800
Control module DCS system spare parts SPICT13A
Control module DCS system spare parts SPHSS13
Control module DCS system spare parts SPHSS13
Control module DCS system spare parts SPHSS13
Control module DCS system spare parts SPHSS03 Belica piece
Control module DCS system spare parts SPHSS03
Control module DCS system spare parts SPFEC12
Control module DCS system spare parts SPFEC12
Control module DCS system spare parts SPFEC12
Control module DCS system spare parts SPFEC12
Control module DCS system spare parts SPFCS01
Control module DCS system spare parts SPER1C1
Control module DCS system spare parts SPDSO14
Reviews
There are no reviews yet.