Description
H201TI 220VAC Multi channel 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.
3.2 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.
MVI46-MCM Modbus Master/Slave Network Interface Module
REF543KM127AAAA ABB Feeder terminal REF 543
GHG122 COOPER Terminal Module
PHC21A-A022M1-E21A-00/S11 field inverter controller
PCD235A101 3BHE032025R0101 AC 800PEC control system
3500/64M 140734-05 Bently Nevada Dynamic Monitor
PCD230A101 3BHE022291R0101 AC 800PEC control system
MINI-UTDE 10 BASE-T Twisted pair Ethernet terminal
TPMC866-11 TEWS 8 Channel Serial Interface
DS2020FEXAG4 GE VME Control Board
IS215UCVHM06A IS415UCVHH1A B VME Control Board
IC697ALG440 GE current expander module
IC697ALG230 GE base converter module
IC697ACC720 GE Auxiliary Smart Battery Module
IC693MDL646 GE positive / negative logic input module
IC693MDL640 GE 24 Volt DC positive logic input module
IC693CPU341 GE single-slot CPU module
IC693CPU331 GE Series 90-30 component
IC670MDL930K GE relay output module
IC670MDL740J GE positive logic discrete output module
IC670MDL930J GE relay output module
IC693CMM321 GE Ethernet interface module
IC670PBI001 GE Profibus interface unit
IC693APU300K GE High-Speed Counter (HSC) module
IC670MDL740 GE positive logic discrete output module
IC670MDL930 GE relay output module
IC670MDL240K GE Sixteen channel discrete input module
IC670MDL640 GE Discrete Input Module
IC670MDL241J GE discrete input module
IC670MDL644 24 Volts DC Positive/Negative Input Module GE
IC670MDL730 GE DC Output Module
IC670MDL240J GE Sixteen (16) channel discrete input module
IC670CPU350 series 90-30 controller GE
IC670CHS101 I/O terminal block GE
IC670CHS002 I/O terminal block GE
IC660TSA100 GE Terminal assembly
IC660ELD100A GE IC660 CBD100 I/O Block
IC660ELB912G GE µGENI Network Interface Board
IC660EBD020 electronics assembly GE
IC200GBI001 VersaMax communication module GE
IC660BBD025 GE Block I/O from the Genius I/O Block series
IC200CHS001 Barrier-Style I/O Carrier manufactured GE
1756-L62 Allen-Bradley ControlLogix controller
1746-IA16 Allen-Bradley SLC 500 Digital AC Input Module
IC695CRU320-EL 1 GHz CPU from the GE Fanuc RX3i PACSytems
330878-90-00 Bently Nevada Proximitor Sensor
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