Description
IC697VAL328 General 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.
DC3200-CE-200R-200-00000-00-0 digital controller
IC670GBI002H Field I/O control
MVME162-220 dual-height VME module
ACC-5595-217 Reflection memory switch
XVS-440-57MPI-1-1A0 EATON Touch panel
216VC62A HESG324442R0013 Input/Output board
FBM242 P0101AG Discrete output interface module
170ADI35000 Discrete input module
170ADO35000 solid state discrete output module
TSXP57204M Unity processor
TSXP57304M Unity processor
IC670ALG310-JA Analog output module GE
REG216 Digital Generator Protection Digital Control Unit
NI-9853 C series CAN interface module
330180-51-CN 3300 XL preprocessor sensor
330130-040-01-CN extension cable
Motorola MVME177-003 Single Board Computer
Schneider ELAU C400/A8/1/1/1/00 Servo controller
1761-NET-ENI Allen Bradley EtherNet Interface Module
A05B-2255-C102 FANUC Robot teach pendant
SANYO Q2AA08100DXP5B servomotor
1734-AENTR AB Port Ethernet
Metso D201138 IBC Controller module
TRICON 3721 analog input module
IS215ACLEH1C GE Application Control Layer Module
IS200EISBH1AAC Electric excitation synchronization card
IS200ERIOH1ACB GE Excitation regulator I/O board
IS200ECTBG1ADE GE Excitation contact terminal card
IS200EROCH1AED Controller module
IS200EPSMG2AED Mark VI Excitation power module
IS200ERDDH1ABB GE Mark VI Turbine management system
IC695CPE310 RX3i CPE310 Controller
IC695CPE330 RX3i CPE330 controller
SM811K01 3BSE018173R1 Safety CPU module
KOLLMORGEN RMB-10V2-SYNQNET REMOTE MOTION BLOCK
LAM 839-101612-885 chuck
6186M15PT AB INDUSTRIAL MONITOR 15 INCH TOUCH MONITOR
3500/05-01-01-00-00-01 System Rack 3500/05
3500/22-01-01-00 Standard Transient Data Interface 3500/22M
3500/92-04-01-00 Communication Gateway Module
3500/15-05-05-00 Power Supply Module 3500/15
3500/42-01-00 Seismic Monitor Brand new from stock
3500/32-01-00 4-Channel Relay Module
N-TRON 517TX Industrial Ethernet Switch
N-TRON 516TX Industrial Ethernet Switch
N-TRON 508FX2 Industrial Ethernet Switch
IS220UCSAH1A GE Processor/controller
Schneider MC-4/11/10/400 PowerDrive Motion Controller
Schneider MC-4/11/03/400 PowerDrive Motion Controller
Schneider MC-4/11/01/400 ELAU SERVO DRIVE 380-480VA
BEARING AVS-1700-ACX Servo driver
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