Description
IC694MDR390 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.
DS200SLCCG1ACC LAN communication card
DS200UDSAG1ADE exciter board
330180-51-CN 3300 XL preprocessor sensor
Approach probe on 330103-00-03-10-02-CN
330130-040-00-05 3300 XL Extension cable
330103-00-03-10-02-CN Approach probe
330103-00-03-10-02-00 short range detector
330104-06-13-10-01-CN 3300 XL 8mm short-range probe
CDAQ-9185 785064-01 NI CompactDAQ chassis
NI-9205 779357-01 C Series voltage input module
NI-9361 783407-01 C Series counter input module
CM597-ETH 1SAP173700R0001 Communication module
330104-11-22-10-01-CN 3300 XL 8mm short-range probe
FBM218 RH922VW HART Redundant communication output interface module
PXI-6602 counter/timer equipment
330703-00-060-10-02-00 3300 XL 11mm short range probe
330703-000-070-10-01-EN 3300 XL 11mm short-range probe
PXIE-1065 PXI chassis NI
330130-080-01-00 3300 XL standard extension cable
330180-X1-00 3300 XL preprocessor sensor
330104-07-22-10-02-00 3300 XL 8mm short range probe
2711P-T9W21D8S PanelView Plus 7 Graphics terminal
MDD112C-N-030-N2L-130GA0 servo motor
C400/A8/1/1/1/00 ELAU controller
MDD112D-N-020-N2L-130GA0 servo motor
Vibro-meter VM600-ABE040 204-040-100-011 system racks
IS200EROCH1AED digital Signal processor control panel
IS200ERIOH1ACB excitation regulator I/O board
900CS10-00 Touch Screen
PLX31-EIP-MBS4 Ethernet /IP to Modbus Serial 4 ports
Honeywell 9211-ET-HN1 51154724-100 MODBUS/TCP firewall
VMIVME7750-734 VME printed circuit board
VME-7807RC-414001 single board computer
CC-TDOR01 digital output relay module
DC-TDOB01 51307186-275 Digital output module
S70602-NANANA digital servo driver
PDC235 3BHE032025R0101 Unitrol PC D235 exciter control module
3500/15-04-01 3500/15 AC power supply
3500/42-02-R0 Proximitor seismic monitor
3500/42-09-01 Proximitor earthquake monitor
3500/04-01 3500/04 Internal barrier grounding module
3500/42-09-00 Proximitor seismic monitor 3500/42M
KJ4001X1-BE1 Input/output carrier
VM600 IOCN 200-566-000-012 200-566-101-012 input/output card
3500/92-04-01-00 3500/92 Communication gateway
KJ3102X1-BA1 Security simulation input card
MVME177-003 single board computer
IC695PSA040F RX3i Power module
IS200TBCIH21CD Contact input terminal board
3500/53M-03-00 3500/53M Electronic Speed detection system
MVME162PA-252SE Embedded controller
8102-HO-IP GE 8-channel Analog Output
DEIF RMP-112D Power relay
DEIF GPU-3 generator protection unit
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