Description
VMIC5565 VMIC series reflective memory card GE 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.
ABB PM510MV08 PM510MV16 Processor Module 3BSE008373R1 Inventory
ABB PM510 3BSE000270R1 Processor module Advant OCS Controller inventory
ABB PM253V01 Controller AC250 Processor PM253V022 stock
ABB PM154 Controller Module 3BSE003645R1 PCB Circuit board PM154 stock
ABB PM153 PCB Board 3BSE003644R1 PM153 Controller module
ABB PM152 3BSE003643R1 Circuit Board Module (PM153 PM154) in stock
ABB PM151 Controller PCB 3BSE003642R1 DCS PM151 module
ABB PM150V08 3BSE009598R1 Processor module PM150 in stock
ABB PLC communication module CI868K01-EA 3BSE048845R2 CI868K01 inventory
ABB 57360001-HX DSMB176 Robot Memory Module DSMB 176 stock
ABB P-HA-RPS-32200000 PHARPS32200000 Power module
ABB P-HA-RPS-32000000 Power module PHARPS32000000
ABB PFSK164 3BSE021180R1 Channel control module PFSK164 stock
ABB PFSK160A Controller Module 3BSE009514R1 Circuit board stock
ABB PFSA140 3BSE006503R1 Pressure system controller module is available in warehouse
ABB PFSK101 YM322001-ED YM322001ED Power module PFSK101
ABB PFEA113-65 3BSE028144R265 Controller Module PFEA113 65
ABB PFEA112-65 EXC 3BSE050091R65 Tension Measurement Module PFEA112 65
ABB PFEA111-65 3BSE050090R65 Tension Measuring Unit Tensiometer PFEA111 65
PFEA111-20 3BSE050090R20 Tension System inventory
ABB PFCL201C 10KN 3BSE027070R10 Tensiometer PFCL 201C 10KN
ABB PFCL301E Vertical measuring PFCL301E 3BSE016580R0500
ABB PFSK111 Lutec control board PFSK111 VDU PLC module is available in the warehouse
ABB PDD405A101 Controller PDD405 Excitation controller PLC module PDD405A
ABB PC Board OCAHG 492838402 system motherboard control module inventory
DSAO120A ABB analog output Board 3BSE018293R1 automatic circuit board
ABB PCD231B Communication Module 3BHE025541R0101 PCD231B PEC80-CCI
ABB Panel 800 PP835A 3BSE042234R2 Control Panel Display
ABB DSMB340 57360001-CT/3 Memory module DSMB 340
ABB LXN1604-6 3BHL000986P7000 Current converter CONVERT LXN 1604-6
ABB I/O card holder DSRF197 K01 3BSE019297R1 frame module warehouse stock
ABB GFD563A102 3BHE046836R0102 AC 800PEC GFD563A102 Controller
ABB DSSR170 Power Supply 48990001-PC DSSR 170 48980001-AG
ABB DSSR 122 Power Device 48990001-NK PLC Power module DSSR122
ABB DSSR120 48990001-LH Power module DSSR120 PLC Power supply
ABB DSSR110 Robot Power Supply module DSSR 110 regulator Unit 48990001-E
ABB DSSB120 48980002-A Battery Charging Unit DSSB 120
ABB DSSB110 Battery Controller Module 48980001E DSSB110 Power control panel
ABB DSSA110 power module 4899254-A DSSA 110 original warehouse stock
ABB DSPC172H Robot Processor Unit 57310001-MP/2 DSPC 172H Inventory
ABB DSPC157 main computer board 57310001-GP/2 processor module DSPC 157
ABB DSPC153 57310256-BA/1 CPU Control card Unit Board Module DSPC 153 Inventory
ABB DSMB144 57360001-EL Robot System Memory Module DSMB144 Stock
ABB DSMB133 Memory Module 57360001-CY/1 Robot System stores DSMB 133
ABB DSMB127 Control system memory board 57360001-HG/2 DSMB 127 inventory
ABB DSMB124 Robot Memory Board DSMB 124 Order Number 57360001-U/3 Stock
ABB DSMB 126A Memory Board 57360001-NR/1 Robot System DSMB126
ABB DSMB116 ASEA Memory Board DSMB 116 57360001-EB Inventory
ABB DSDP301 Pulse counting Board 57160001-LB PLC module DSDP 301
ABB DSDP140C Pulse Counter Board EXC 57160001-MP DSDP140C
ABB DSDP170 Pulse Counting Board TES 57160001-ADF Module DSDP 170
ABB DSDP140A Pulse Counter Board 57160001-ACT DSDP 140A
ABB DSDP110 Board card 57160001-DV /15 PLC circuit board DSDP 110
ABB DSDI451 5716075-A Expansion Unit Digital Input Module DSDI 451
ABB DSDI304 57160001-DB Digital Input Module DSDI 304 is available in stock
ABB DSDI306 57160001-CM Digital Input Circuit Board DSDI 306 stock
ABB DSDI303 57160001-CX Digital Input Module DSDI 303 Stock
ABB DSAX110 I/O Module 57120001-PC Input/Output module DSAX 110
ABB DSBC172 bus repeater host 57310001-KD module DSBC172
DSAX110A ABB analog input/output board DSAX 110A 3BSE018291R1 I/O module
DSDI146 3BSE007949R1 ABB analog input Unit 31-channel power module
ABB DSAO110A output module 57160001-K/3 DSAO 110A PLC board card
ABB DSAI155A Thermocouple Module with Coating 3BSE014162R1 DSAI 155A
ABB DSAI155 thermocouple module 57120001-HZ DSAI 155 Input board
ABB DSAI155 thermocouple module 57120001-HZ DSAI 155 Input board
ABB CPU module PM860AK01 Controller Unit 3BSE066495R1 PM860A
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