Description
IC695ALG708 Horner Electric
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.
(2) Data collection and traceability issues. Data collection issues often occur, and many assembly lines lack “end-to-end traceability.”
In other words, there are often no unique identifiers associated with the parts and processing steps being produced.
One workaround is to use a timestamp instead of an identifier. Another situation involves an incomplete data set. In this case, omit
incomplete information parts or instances from the forecast and analysis, or use some estimation method (after consulting with manufacturing experts).
(3) A large number of features. Different from the data sets in traditional data mining, the features observed in manufacturing analysis
may be thousands. Care must therefore be taken to avoid that machine learning algorithms can only work with reduced datasets (i.e.
datasets with a small number of features).
(4) Multicollinearity, when products pass through the assembly line, different measurement methods are taken at different stations
in the production process. Some of these measurements can be highly correlated, however many machine learning and data mining
algorithm properties are independent of each other, and multicollinearity issues should be carefully studied for the proposed analysis method.
(5) Classification imbalance problem, where there is a huge imbalance between good and bad parts (or scrap, that is, parts that do not
pass quality control testing). Ratios may range from 9:1 to even lower than 99,000,000:1. It is difficult to distinguish good parts from scrap
using standard classification techniques, so several methods for handling class imbalance have been proposed and applied to manufacturing analysis [8].
(6) Non-stationary data, the underlying manufacturing process may change due to various factors such as changes in suppliers
or operators and calibration deviations in machines. There is therefore a need to apply more robust methods to the non-stationary
nature of the data. (7) Models can be difficult to interpret, and production and quality control engineers need to understand the analytical
solutions that inform process or design changes. Otherwise the generated recommendations and decisions may be ignored.
ABB UNITROL 5000
UNITROL 1020 controller ABB
UNITROL 1020 UNS0119A-Z,V1 3BHE030579R0003
HIEE305098R0001 Excitation system measuring board
UNITROL1000 Z.V3 3BHE014557R0003
3BHE014557R0003 Excitation system ABB
UNITROL1000 Z.V3 Excitation system ABB
HIEE410730P201AENDA Excitation system measuring board
UNS0007A-P V1Excitation system measuring board
UNS0007A-P V1 HIEE410730P201AENDA
UNS0007A-P V1 HIEE305098R0001 ABB
UNS0119A-P,V101 3BHE029153R0101 ABB
UNS0119A-P,V101 3BHE029154P3 REV.G ABB
3BHE029153R0101 Excitation system measuring board
3BHE029154P3 REV.G Excitation system measuring board
UNS0119A-P,V101 Excitation system measuring board
3BHE042393R0101 Excitation system measuring board
UNS0122A-P Excitation system measuring board
UNS0122A-P 3BHE042393R0101 ABB
UNS0874A HIER471062P1 ABB
HIER471062P1 Excitation system measuring board
UNS0874A Excitation system measuring board
3BHB006338R0001 Excitation system measuring board
UNS0881a-P,V1 Excitation system measuring board
UNS0881a-P,V1 3BHB006338R0001 ABB
3BHE008128R0001 Excitation system measuring board
UNS0887A-P Excitation system measuring board
UNS0887A-P 3BHE008128R0001 ABB
UNS2880B-P V1 3BHE014967R0001 ABB
3BHE014967R0001 Excitation system ABB
UNS2880B-P V1 Excitation system ABB
UNS2880b-P,V2 3BHE014967R0002 ABB
3BHE014967R0002 Excitation system ABB
UNS2880b-P,V2 Excitation system ABB
3BHE003855R0001 Excitation system ABB
3BHE003855R0001 Excitation system ABB
UNS2881b-P,V1 Excitation system ABB
UNS2881b-P,V1 3BHE009319R0001 ABB
UNS2882A 3BHE003855R0001 ABB
3BHE003855R0001 Excitation system ABB
UNS2882A Excitation system ABB
HIEE205019R4 Excitation system ABB
UNS2980c-ZV4 Excitation system ABB
UNS2980c-ZV4 HIEE205019R4 ABB
HIEE205011R0002 Excitation system ABB
UNS3670A-Z V2Excitation system ABB
UNS3670A-Z V2 HIEE205011R0002
3BHE009949R0004 Excitation moduleABB
UNS4881b,V4Excitation moduleABB
UNS4881b,V4 3BHE009949R0004 ABB
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