Description
IS215ACLEH1B 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.
3.2 Machine learning
As the functionality of distributed computing tools such as Spark MLLib (http://spark.apache.org/mllib) and SparkR (http://spark.apache
.org/docs/latest/index.html) increases, it becomes It is easier to implement distributed and online machine learning models, such as support
vector machines, gradient boosting trees and decision trees for large amounts of data. Test the impact of different machine parameters and process
measurements on overall product quality, from correlation analysis to analysis of variance and chi-square hypothesis testing to help determine the impact of individual
measurements on product quality. This design trains some classification and regression
models that can distinguish parts that pass quality control from parts that do not. The trained models can be used to infer decision rules. According to the highest purity rule,
purity is defined as Nb/N, where N is the number of products that satisfy the rule and Nb is the total number of defective or bad parts that satisfy the rule.
Although these models can identify linear and nonlinear relationships between variables, they do not represent causal relationships. Causality is critical to
determining the true root cause, using Bayesian causal models to infer causality across all data.
3.3 Visualization
A visualization platform for collecting big data is crucial. The main challenge faced by engineers is not having a clear and comprehensive overview of the complete manufacturing
process. Such an overview will help them make decisions and assess their status before any adverse events occur. Descriptive analytics uses tools such as
Tableau (www.tableau.com) and Microsoft BI (https://powerbi.microsoft.com/en-us) to help achieve this. Descriptive analysis includes many views such as
histograms, bivariate plots, and correlation plots. In addition to visual statistical descriptions,
a clear visual interface should be provided for all predictive models. All measurements affecting specific quality parameters can be visualized and the data
on the backend can be filtered by time.
XVME-244 Digital I/O module
XVME-566 High performance VMEbus compatible analog input module
XVME-560 VMEbus backplane Compatible module
XVME-542 Analog input/output module
XVME-230 Intelligent counter module
XVME-232 Intelligent counter module
XVME-240 TTL I/O module of the 80 channel
XVME-200 Digital I/O modules guarantee quality
XVME-290 digital I/O module
XVME-976/204 Adapter module
XVME-212/2 Digits Enter the VME module
XVME-212/1 The number is entered into the VME module
XVME-530 8 channel isolation analog output module
XVME-201 Digital I/O module
XVME-220 digital output module
XVME-110 EEPROM memory module
XVME-977 hard disk drive/floppy disk drive module
XVME-957 Mass storage subsystem
XVME-210 32 channel digital input board
XVME-103 single height, VMEbus compatible board
XVME-293 single height, VMEbus compatible board
XVME-675 PC/AT processor module
XVME-531/2 16 channel isolated/non-isolated analog output module
ABB CMA136 3DDE300416 Generator Relay Terminal Board CMA 136
ALLEN BRADLEY 81007-465-51-R DRIVE BOARD
ALLEN BRADLEY 81003-438-51-R 80190-220-01-R REPLACEMENT PARTS KIT
ALLEN BRADLEY 81001-340-71-R Thyristor module
ALLEN BRADLEY 80165-081-51-R DRIVE BOARD
ALLEN BRADLEY 80165-081-51-R REPLACEMENT BOARD
ENTEK C6660 Vibration monitoring module
ENTEK C6691 Vibration monitoring module
PHILIPS 958481320100 LCB Digital input module
PHILIPS 958481320400 PIF Ethernet communication card
PHILIPS 958481321220 PD208 Control system module
PHILIPS 958481321300 PSB Power controller
PHILIPS 958481320201 PROC+ Analog output module
PHILIPS 958481320201 PROC PLUS CPU controller
PHILIPS 958481321220 PD208 Variable frequency driver
PHILIPS 958481320100 LCB I/o processor
PHILIPS 958481321200 PD216 Driving power module
ABB 216NG61A HESG441633R1 HESG216875/K
RELIANCE ELECTRIC S-D4043C Controller module
RELIANCE ELECTRIC S-D4041B Synchro Card
Allen-Bradley SK-H1-ASICBD-D1030 PowerFlex 700 ASIC board
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