Description
DS200SDCIG2A GE Mark VI
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.
AV94A HESG440940R11 HESG216791A ABB module
216NG62A HESG441634R1K HESG216876 ABB AC power input module
216DB61 HESG324063R100J ABB Output module
GJR5252300R3101 07AC91H ABB Analog I/O module
5SHY6545L0001 AC10272001R0101 5SXE10-0181 ABB IGCT module
5SHY5055L0002 3BHE019719R0101 GVC736BE101 ABB IGCT module
5SHY5045L0020 5SXE10-0181 AC10272001R0101 ABB IGCT module
PDD200A101 3BHE019633R0101 ABB Processor module
XXD129A01 3BHE012436R0001 PEC800-BP ABB Programmable control card
PCD231B101 3BHE025541R0101 ABB Static excitation system
PCD230A 3BHE022291R0101 ABB Static excitation system
NU8976A99 HIER466665R0099 HIEE320693R0001 ABB Analog Input Module
NTCF22 ABB Termination Unit
NF93A-2 HESG440280R2 HESG323662R1 ABB control system
MC91 HESG440588R4 HESG112714B ABB Output module
LXN1604-6 3BHL000986P7000 ABB DIN rail power supply
LT8978b V1 HIEE320639R0001 ABB power-supply module
LDGRB-01 3BSE013177R1 ABB I/O Module
KVC758A124 3BHE021951R1024 ABB module
KUC755AE105 3BHB005243R0105 ABB Drive control unit
KUC720AE01 3BHB003431R0001 ABB Power supply drive board
IT94-3 HESG440310R2 HESG112699B ABB Controller module
IOR810 P-HB-IOR-80010000 ABB S800 I/O Gateway Module
INIIT13 ABB Communication_Module
IMMFP03 ABB Multifunction Processor Module
ICST08A9 FPR3335901R001 ABB Analog Remote Unit 24 VDC 200mA
CSA463AE HIEE400103R0001 ABB Programmable communication unit
HIEE300698R0001 KUC321AE ABB The inverter
GDD471A001 2UBA002322R0001 ABB Board
GDB021BE05 HIEE300766R0005 ABB Board
FM9925a-E HIEE451116R0001 ABB Board
SPAD346C3 ABB Stabilized Differential Relay
IOR810 P-HB-IOR-80010000 ABB S800 I/O Gateway Module
INIIT13 ABB Communication_Module
IMMFP03 ABB Multifunction Processor Module
ICST08A9 FPR3335901R001 ABB Analog Remote Unit 24 VDC 200mA
CSA463AE HIEE400103R0001 ABB Programmable communication unit
HIEE300698R0001 KUC321AE ABB The inverter
GDD471A001 2UBA002322R0001 ABB Board
GDB021BE05 HIEE300766R0005 ABB Board
FM9925a-E HIEE451116R0001 ABB Board
SPAD346C3 ABB Stabilized Differential Relay
SD821 3BSC610037R1 ABB Power Supply Device
SC510 3BSE003832R1 ABB Submodule Carrier without CPU
SC560 3BSE008105R1 ABB Submodule Carrier incl
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