Description
269PLUS-100P-240 Motor protection 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.
UN 0810A-P Var.2 HIER 448740 R2 Unitrol UN0810A-P module
UN 0807C-P Var.1 HIER 460271 R1 UNITROL
UN 0807B-P Var.1 Unitrol module
UN 0802A-P Var.1 HIER 452076 R1 UNITROL
UN 0803A-P VAR.1 HIER 449240 UNITROL ABB
UN 0801A-P Var.1 HIER 448503 R1 module ABB UNITROL
UN 0800A-P VAR.1 HEIR448194 ABB UNITROL excitation
UN 0720a-P Var.1 HIER443950PI ABB UNITROL module
UN 07209-P Var.1 HIER448877 ABB UNITROL module
UN 0712a-P Var.1 HIER448888R1 ABB UNITROL module
UN 0711b-P Var.1 HIER448871R2 ABB UNITROL module
UN 0710b-P Var.1 HIER449696R1 ABB UNITROL module
UN 0701b Var.1 HIER452221R1 ABB UNITROL module
UN 0700b-P Var.1 HIER449248R1 ABB UNITROL module
871TM-BH8N18-N3 Inductive sensor
UN 0510d-P Var.2 HIER 319619 R2 pulse control module
UN 0503a-P Var.1 HEIR448075R0001 ABB UNITROL module
UN 0503B-P Var.1 HEIR 448075 R2 ABB UNITROL module
UN 0094a-P V.1 HEIR443259R1 test module
UN 0089a-P V.1 HEIR445991R0001 Adapter Print Module
UN 0090a-P V.1 HEIR445926R0001 Sum module ABB UNITROL
UN 0084b-P Var. 1 HEIR445543R0001 Diode Module
106M1081-01 Universal AC Power Input Module
UN 0077a-P V.1 HEIR318418R0001 ABB UNITROL summary and monitoring module
UN 0074a-P V.1HEIR440820R0001 Output signal limiter module
UN 0056a-P V.1 HEIR319429R0001 pulse terminal monitoring module
UN 0053c-P V1 HEIR318757R0001 pulse monitoring module
UN 0040B-P HEIR318790R1 pulse comparator module
UN 0031a-P V.1 HEIR319404R0001 power signal converter module
UN0026 HEIR443243R1 UN0026 Module
UN 0025a-P V.1 HEIR441987R0001 Current indicator module
UN 0006a-P V.1 EIR315104R1 Voltage regulator module
UN 0004a-P V.1 HEIR 316364 R1 pulse intermediate stage module UN0004a-P V.1
KX 9190a HIEE320466R1 Excitation system
HIEE220280R11 KU7461d ABB module Excitation regulator
UNS0980c-P V3 HIEE405205 R3
UNS0982b-P V1 HIEE405087R1 ABB UNITROL series
UNC4672a-P, V1 HIEE205012R0001 Measuring Interface
HIEE205014R0001 UNC 4673A,V.1 Measuring Interface Uni
3BSE007836R1 DSTYW121 Voltage Transformer Unit
SS110 3BSE007698R1 Voting Unit DC 24V
UVC 691 204-691-000-021 Vibration Processor Module
UVC 752 204-752-000-014 Vibration Processor Module
PLD 772 254-772-00-212 Vibro-Meter Digtal Display Module
PAA758 254-758-000-104 Vibro-Meter Indicator Module
GSI 130 Galvanic Separation Unit
APF 184 204-000-012 Vibro-Meter Power Supply Module
VIBRO-METER APF 160 Power Supply
ACP006 Control Panel Module Vibro-Meter
ACM 215 VIBRO-METER 204-215-000-101 Module
ABF 160 Power Supply Module Vibro-Meter
A6500-TP Temperature / Process Card
204-007-000-102/5174 Vibro-Meter U/I Module
204-007-000-102 Vibro-Meter U/I Module
3500/15-05-05-05 Ac and DC power modules
CP103 piezoelectric pressure sensor Vibro-Meter
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