Description
SR760-P5-G5-S5-HI-A20-R-T-H Motor Protection Multilin Digital GE
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.
MVAJ21L1GB0771B GEC ALSTHOM OVERCURRENT RELAY
MCGG22L1CB0753E GEC ALSTHOM OVERCURRENT RELAY
MBCI01N1AB0761B ALSTOM OVERCURRENT RELAY
MVAW11B1AB0513A GEC ALSTHOM OVERCURRENT RELAY
MVTU11K1CD0751G ALSTOM OVERCURRENT RELAY
MVAJ27L1FB0784D GEC ALSTHOM OVERCURRENT RELAY
MAVS01L1AB0501D ALSTOM OVERCURRENT RELAY
MVAW11B1AB9007A ALSTOM OVERCURRENT RELAY
MFAC14K1AA0001A GEC ALSTHOM OVERCURRENT RELAY
MCGG62N1CB0753F ALSTOM OVERCURRENT RELAY (复制)
MAVS01L1AB0751D GEC ALSTHOM OVERCURRENT RELAY
MCTI40F1AB0751F ALSTOM OVERCURRENT RELAY
VAJX11BP5243BA GEC ALSTHOM OVERCURRENT RELAY
MVAJ53H1LB0856A ALSTOM OVERCURRENT RELAY
MVTT14B1BA0773C GEC ALSTHOM OVERCURRENT RELAY
MVAA14B1AA0785C ALSTOM OVERCURRENT RELAY
MVUA11B1BD0784B GEC ALSTHOM OVERCURRENT RELAY
MCHN02D1AB0005A ALSTOM OVERCURRENT RELAY
MVAX12B1DA0753A GEC ALSTHOM OVERCURRENT RELAY
MVAX31C1DF0754A ALSTOM OVERCURRENT RELAY
MCGG22D1CB0753C ALSTOM OVERCURRENT RELAY
MCHN02D1AB0004A GEC ALSTHOM OVERCURRENT RELAY
MVAJ13D1GB0780A ALSTOM OVERCURRENT RELAY
MVAJ23B1AB0757B GEC ALSTHOM OVERCURRENT RELAY
G122-824-002 MOOG G122-824-002 Servo amplifier
MCGG52H1CB0753C ALSTOM OVERCURRENT RELAY
TRICONEX PO903CV TRICONEX KEYBOARD ANNUNCIATOR 48SWITCH LED RED/AMBER
TRICONEX 3533E TRICONEX INPUT MODULE DIGITAL 24VAC/DC
TRICONEX 3624 TRICONEX OUTPUT MODULE 16POINT DIGITAL
3636R TRICONEX OUTPUT MODULE RELAY DRY CONTACT 32POINT SINGLE NO
140CPS11410 Schneider Power supply micromodule
A-B 80165-058-51-R Frequency converter module
30-W2960B01A MOTOROLA 50-pin ribbon cable
PN-41513 1000023542 A-B Frequency converter module
PN-104412 4002910956 A-B Relay output card
PN-40856 4001316261 A-B Redundant power modules
PN-45734 PN-73899 4002226733 Allen-Bradley Communication module
PN-112718 PN-112716 4002918771 AB Card module
PC00459G CM210901 VACON Rectifier plate charging plate starting plate
ENTEK C6691 Pcb circuit board
ENTEK C6660 Vibration monitoring module
SK-H1-ASICBD-D1030 A-B PowerFlex 700 module
0-57210-31 RELIANCE Control system
PROCESSOR 958481223223 Communication processing module
PROCESSOR 958481320400 PIF CPU processor
PROCESSOR 958481321300 PSB Function module
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