Description
369B1860G0028 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.
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.
IC660TBA026M GE output module
HONEYWELL 900G32-0001 HONEYWELL HC900 controller
C600/10/1/1/1/00 ELAU Servo drive driver
369-HI-R-M-0-0-0-0 GE Motor management digital relay
VMIVME7740-841 GE Single board computer
VME-7807RC GE Single board computer
VMIVME-7452 GE VMIC Single-slot VME floppy disk/disk module
UNITROL 1000-7 ABB Excitation system
SST-PB3-PCU SST PROFIBUS DP master/slave station
SR469-CASE-469-P1-HI-A20-E GE 469 motor management relay
S739DVR0 GE Fiber optic converter
PR9268/303-000 EPRO sensor
PQM-T20-A GE POWER QUALITY METER
MVME162-213 MOTOROLA Embedded controller
MVME172-263/260 MOTOROLA Circuit control panel
MVI56E-SIE PROSOFT Ethernet communication module
IS215UCVEH2A GE UC200V primary controller
IS215ACLEH1A GE Circuit board
IS200RAPAG1B GE Rack power supply panel
IC698CMX016-ED GE Control memory switch module
IP-QUADRATURE GE Four channel orthogonal decoder
IC697MDL750E GE Loose output module
IC697BEM733 GE Genius remote I/O scanner module
IC697BEM731 GE 90-70 bus controller module
IC694ALG392 GE 8 channel current/voltage analog output module
IC694ALG222 GE 16 channel analog voltage input module
IC693PWR331C GE High capacity power supply
IC693PWR322E GE 24/48 VDC standard power supply
IC693PWR321 GE IC693PWR321U standard power supply
IC693ALG221J GE Analog current input module
IC670GBI002 GE Field control bus interface unit
IC660HHM501N GE Handheld display
IC660BBA104K GE Genius Analog I/O module
IC200MDL740E GE VersaMax series output module
IC200MDD844 GE Mix input and output modules
HE697RTM700B GE Modbus/RTU Main channel
HE693THM166 GE Thermocouple temperature sensor
HE693RTD600 GE Input output module
HE693DAC420 GE Analog output channel
FPS400-24 FOXBORO DIN rail mounting power supply
GV6K-U6E PARKER GV6K-U6E-UK Servo drive driver
F7126 HIMA Safety system module
CE4050S2K1C0 EMERSON I/O interface carrier with carrier shielding strip
AO2040 ABB Process gas analyzer
8141649.53 SEW main board
805405-1R RELIANCE Single-phase field power module
8811-IO-DC MTL Discrete input/output module
8810-HI-TX MTL PAC8000 8 channel safety simulation input with HART
190065A-01-01-01-00-00 Bently Nevada Universal equipment monitor
8502-BI-DP MTL Bus interface module
369-HI-R-M-0-0-0-E GE Multi-wire motor management relay
0190-09379 AMAT VME PCB component CPU
140XBP01000 Schneider Rack backplane – 10 slots
DSQC647 3HAC026272-001 ABB SafeMove unit
T8846 ICS Triplex programmable controller module
V18345-1020221001 ABB Electro-pneumatic positioner TZIDC
IC698CPE030-GJ GE RX7i series CPU
IC697CPM790 GE Central processing unit
FS300R12KE3 AGDR-72C ABB IGBT module
DSQC668 3HAC028179-001 ABB Compact controller
DSQC664 3HAC030923-001 ABB Drive Unit
DSQC377B 3HNE01586-1 ABB Transport tracking unit
DS200DMCBG1AED GE DOS DUP processor board
DSCA114 57510001-AA ABB communication board
D20-PS LFDSC143-4000 GE 32-bit main processor
2711P-T12W22D9P Allen-Bradley PanelView Plus 7 High performance operator terminal
2711P-T12C4D8 Allen-Bradley Panelview Plus 6 1250 Operator term
2711P-T10C4D1 Allen-Bradley PanelView Plus 700 operator terminal
2711P-T10C4A9 Allen-Bradley Panelview Plus 6 1000 Operator terminal
2711P-T6M5D Allen-Bradley Operator interface terminal
2711P-RDT15C Allen-Bradley PanelView Plus Graphics terminal
2711PC-B4C20D8 Allen-Bradley Terminal of operator
1756-L75 Allen-Bradley ControlLogix controller
SDCS-PIN-51 ABB Measuring plate
IEMMU21 ABB Module mounting unit
5302-MBP-MCM4MB+ PROSOFT Primary/secondary gateway 4 Port
CC-PAIH01 HONEYWELL Advanced analog input module
140AVI03000 Schneider Analog hybrid current/voltage input module
RPBA-01 ABB PROFIBUS DP Adapter Module
TRICONEX 3806E Thermocouple module
PM864AK01 3BSE018161R1 ABB Unit of controller
07KT92 CS31 ABB Communication server
PFEA113-20 3BSE028144R0020 ABB Tension amplifier
MVI69-PDPMV1 prosoft Communication module
MSPC-6886/6800 MSPC Control system module
KUC755AE105 3BHB005243R0105 ABB Gate driver
IS420ESWBH2A GE Ethernet switches Mark VIe series
IC695CRU320-EJ GE Gas turbine electrical module
Rexroth FCS01.1E-W0011-A-04-NNBV R911311065 Pressure regulating valve
CI858K01 3BSE018135R1 ABB AC 800M Driver bus interface
BC810K01 3BSE031154R1 ABB CEX bus interconnect unit
PM803F 3BDH000530R1 ABB Base Unit 16 MB
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