Description
IC695ALG508 Canopen Interface Module
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.
GE RXE2N0Q0J132A R2E0N1A0A1T0A
KOLLMORGEN 3YL-24
KEI 3240D81A
KC REMOTE MONITOR PANEL FOR ICCP SYSTEM
JUNG-A SERIES-JAWSVS-801 WIPER-MOTOR CONTROLLER
JUNG-A SERIES-JACMS-500 CVS-MOTOR CONTROLLER
JUMHO ELECTRIC L1200
HWASAN PMU-24D
HATLAPA BCS-03-PART-316547-04702
DANIAMANT SL8005 VER-1A
DAMCOS DANFOSS IPH MARINE MAS PD 3221 UPI TACHO UNIT
DAEHO FLOW INSTRUMENTS VC-30
CONSILIUM MARINE KVC-413
CMC INSTRUMENTS ZOA-100
BERG P4504-S0060
BEIJER ELECTRONICS X2PRO7-B2
BEIJER ELECTRONICS X2PRO4-B2
BC COMPONENTS 15000UF-UR40V-222215417153
AUTRONICA GT302A3CO
AMCO AMC-48 AMCO-NETWORK S-UNIT
ABB RVG200 SCREENMASTER
ABB NDBU-95C-9CH DDCS
TELEFRANG AB S48 8-16 AIN + 2 AOUT SIOX
TELEFRANG AB S45 SIOX
TELEFRANG AB S27 SIOX
VM600 204-040-100-012
VM600 IOCN 200-566-000-112 200-566-101-013
VM600 RLC16 200-570-000-111 200-570-101-015
VM600 IOC4T 200-560-000-111 200-560-101-017
VM600 IOC16T 200-565-000-013 200-565-101-013
VM600 RPS6U 200-582-600-013
VM600 CMC16 200-530-025-014 200-530-111-013
VM600 MPC4 200-510-071-113 200-510-111-034
VIBRO-METER VM600 CPUM 200-595-067-114
KONGSBERG NORCONTROL DPU4-RAi-10tc-8100161-HA451673A
KONGSBERG NORCONTROL RAi-16-8100148-HA451671A2 REV-E2
KAMEWA ANALOG CARD-4
HBM CLIP-AE-301
CEGELEC MAE96-11-4CHANNEL-ISOLATED-ANALOG IO TERMINATION PANEL
ALSTOM MAE 00-14-4CH-ANALOG IP TERMINATION PANEL
CMR MS.C2u Amplifier
EMERSON MAS-2600 TRANSDUCER AMPLIFIER PCB
GAI-TRONICS 701-302
GAI-TRONICS 723-001
HANSHIN PMA-9400
JUMO TT454 ISOLATION AMPLIFIER
KNICK B-13000 F1
KNICK VARITRANS P-15000-H1
PHOENIX CONTACT MINI MCR-SL-UI-UI-SP
PHONTECH INTERM 1594 PA-9324
PHONTECH INTERM PA-9336
REXROTH A27920 VT-MSPA-2-525-10-V0 MNR-0811405106
ROLLS-ROYCE SPA-1-7351928-001
VODEC AMPLIFIER C-VA300 AMP CAGE TYPE C VPR010ZH AMPLIFIER CABINET
Watlow Anafaze CLS200 Controller 2040-6511
Watlow Anafaze CLS200 Controller 2040-6522
Watlow Anafaze CLS200 Controller 2040-6554
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