Description
IS200VPROH2B GE Steam Turbine System
высотой 3U, расположенный в раме управления под DSPX.
волоконно – оптический разъем на передней панели и передаются в модуль обнаружения заземления.
ABB: Запасные части для промышленных роботов серии DSQC, Bailey INFI 90, IGCT, например: 5SHY6545L0001 AC1027001R0101 5SXE10 – 0181, 5SHY3545 L0009, 5SHI3545L0010 3BHB013088 R0001 3BHE009681R0101 GVC750BE101, PM866, PM861K01, PM864, PM510V16, PPD512, PPPD113, PP836A, P865A, 877, PPP881, PPPP885, PPSL500000 4 3BHL00390P0104 5SGY35L4510 и т.д.
General Electric: запасные части, такие как модули, карты и приводы. Например: VMVME – 7807, VMVME – 7750, WES532 – 111, UR6UH, SR469 – P5 – HI – A20, IS230SRTDH2A, IS220PPDAH1B, IS215UCVEH2A, IC698CPE010, IS200SRTDH2ACB и т.д.
Система Bently Nevada: 350 / 3300 / 1900, предохранительные зонды и т.д., например: 3500 / 22M, 3500 / 32, 3500 / 15, 3500 / 23500 / 42M, 1900 / 27 и т.д.
Системы Invis Foxboro: Серия I / A, управление последовательностью FBM, трапециевидное логическое управление, обработка отзыва событий, DAC,
обработка входных / выходных сигналов, передача и обработка данных, такие как FCP270 и FCP280, P0904HA, E69F – TI2 – S, FBM230 / P0926GU, FEM100 / P0973CA и т.д.
Invis Triconex: Модуль питания, модуль CPU, модуль связи, модуль ввода – вывода, например 300830937214351B, 3805E, 831235114355X и т.д.
Вудворд: контроллер местоположения SPC, цифровой контроллер PEAK150, например 8521 – 0312 UG – 10D, 9907 – 149, 9907 – 162, 9907 – 164, 9907 – 167, TG – 13 (8516 – 038), 8440 – 1713 / D, 9907 – 018 2301A, 5466 – 258, 8200 – 226 и т.д.
Hima: модули безопасности, такие как F8650E, F8652X, F8627X, F8678X, F3236, F6217, F6214, Z7138, F8651X, F8650X и т.д.
Honeywell: Все платы DCS, модули, процессоры, такие как: CC – MCAR01, CC – PAIH01, CC – PAIH02, CC – PAIH51, CC – PAIX02, CC – PAON01, CC – PCF901, TC – CR014, TC – PD011, CC – PCNT02 и т.д.
Motorola: серии MVME162, MVME167, MVME172, MVME177, такие как MVME5100, MVME5500 – 0163, VME172PA – 652SE, VME162PA – 344SE – 2G и другие.
Xycom: I / O, платы VME и процессоры, такие как XVME – 530, XVME – 674, XVME – 957, XVME – 976 и т.д.
Коул Морган: Сервоприводы и двигатели, такие как S72402 – NANA, S6201 – 550, S20330 – SRS, CB06551 / PRD – B040SSIB – 63 и т. Д.
Bosch / Luxer / Indramat: модуль ввода / вывода, контроллер PLC, приводной модуль, MSK060C – 0600 – NN – S1 – UP1 – NNN, VT2000 – 52 / R900033828, MHD041B – 144 – PG1 – UN и т.д.
3 Case Studies on Reducing Scrap Rates
Any product assembled or produced in a factory goes through a series of quality tests to determine whether it needs to be scrapped.
High scrap rates are caused by the opportunity cost of not delivering products to customers in a timely manner, wasted personnel time, wasted
non-reusable parts, and equipment overhead expenses. Reducing scrap rates is one of the main issues manufacturers need to address. Ways to
reduce scrap include identifying the root causes of low product quality.
3.1 Data processing
Root cause analysis begins by integrating all available data on the production line. Assembly lines, workstations, and machines make up the industrial
production unit and can be considered equivalent to IoT sensor networks. During the manufacturing process, information about process status,
machine status, tools and components is constantly transferred and stored. The volume, scale, and frequency of factory production considered in
this case study necessitated the use of a big data tool stack similar to the one shown in Figure 2 for streaming, storing, preprocessing, and
connecting data. This data pipeline helps build machine learning models on batch historical data and streaming real-time data. While batch
data analytics helps identify issues in the manufacturing process, streaming data analytics gives factory engineers regular access to the latest
issues and their root causes. Use Kafka (https://kafka.apache.org) and Spark streaming (http://spark.apache.org/streaming) to transmit real-time
data from different data sources; use Hadoo (http://hadoop.apache.org ) and HBase (https://hbase.apache.org) to store data efficiently; use
Spark (http://spark.apache.org) and MapReduce framework to analyze data. The two main reasons to use these tools are their availability as open
source products, and their large and active developer network through which these tools are constantly updated.
PDD205A1121 3BHE025336P201 ABB
PDD205A1121 3BHE025335R1121 ABB
PDD205A1121 3BHE025335R1121/3BHE025336P201REV.D
PDD205A0121 3BHE025335R0121/3BHE025336P201REVD
PDD205A0121 3BHE025336P201 ABB
PDD205A0121 3BHE025335R0121 ABB
3BHE025336P201 Central Processing Unit
3BHE025335R0121 Central Processing Unit
PDD205A0121 Central Processing Unit ABB
3BHE020P201 Central Processing Unit ABB
3BHE019633R0101 Central Processing Unit
PDD200A101 Central Processing Unit ABB
PDD200A101 3BHE020P201 ABB
PDD200A101 3BHE019633R0101 ABB
PDD200A101 3BHE019633R0101/3BHE020P201
P4LQA HENF209736R0003 Power module
P-HA-RPS-32200000 Power module ABB
OKYM175W22 Programmable controller
OCAHG 492838402 Programmable controller
OCAH 940181103 Programmable controller ABB
NU8976A99 HIER466665R0099/NU8976A
HIER466665R0099 Industrial module ABB
HIEE220295R0001 Industrial module ABB
NU8976A HIEE220295R0001 ABB
NPCT-01C 64009486D ABB
NMTU-21C 3BSE017429R1 ABB
NF93A-2 HESG440280R2 ABB
NF93A-2 HESG440280R2 HESG323662R1
NF93A-2 HESG440280R2 HESG323662R1/HESG216665/K
NBIO-21CU 3BSE017427R1 ABB
3BSE017427R1 Analog output board ABB
NBIO-21CU Analog output board ABB
NDCU-12CK Analog output board ABB
NDCU-12C Analog output board ABB
MVR0.44-10KA Analog output board ABB
MANUFACTURER Analog output board ABB
MSR04X1 Analog output board ABB
MSR04X1 MANUFACTURER ABB
MSR04X1 MANUFACTURER:ABB AGUST
HESG440588R4 Analog output board
MC91 HESG112714/B Analog output board
MC91 HESG112714/B ABB
MC91 HESG440588R4 ABB
MC91 HESG440588R4 HESG112714/B ABB
MB510 3BSE0002540R1 Analog output board
M063B003217 Analog output board ABB
3BHL000986P7000 Analog output board ABB
LXN1604-6 Analog output board ABB
LXN1604-6 3BHL000986P7000 ABB
LWN2660-6 Analog output board ABB
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