Description
XVS-430-57MPI-1-10 Экран Eaton
современными требованиями дизайна. Как и XV303, конденсаторный многоточечный сенсорный дисплей поддерживает реализацию
современного пользовательского интерфейса (управление жестами)
и предлагает 7 – и 10 – дюймовые дисплеи, в том числе версии с высоким соотношением сторон 16: 9.
просто и требует меньше компонентов и инженерных работ, чем традиционная проводка. SmartWire – DT интегрирует связь и ввод / вывода
непосредственно в устройства управления, отображения и переключения, открывая новые возможности для инновационных и экономичных решений.
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.
2 Leveraging big data tool chains
After the data collected from the manufacturing product value chain is stored in the database, a data analysis system is required to analyze the data.
The manufacturing data analysis system framework is shown in Figure 1. Data is first extracted, transformed, and loaded (ETL) from different
databases into a distributed file system, such as Hadoop Distributed File System (HDFS) or a NoSQL database (such as MongoDB). Next,
machine learning and analytics tools perform predictive modeling or descriptive analytics. To deploy predictive models, the previously mentioned tools
are used to convert models trained on historical data into open, encapsulated statistical data mining models and associated metadata called Predictive
Model Markup Language (PMML), and Stored in a scoring engine. New
data from any source is evaluated using models stored in the scoring engine [9].
A big data software stack for manufacturing analytics can be a mix of open source, commercial, and proprietary tools. An example of a
manufacturing analytics software stack is shown in Figure 2. It is known from completed projects that existing stack vendors do not currently
offer complete solutions. Although the technology landscape is evolving rapidly, the best option currently is modularity with a focus on truly distributed
components, with the core idea of success being a mix of open source and commercial components [10].
In addition to the architecture presented here, there are various commercial IoT platforms. These include GE”s Predix ( www.predix.com ), Bosch”s IoT
suite (www.bosch-iot-suite.com), IBM”s Bluemix ( www.ibm.com/cloud-computing/ ), ABB based on Microsoft Azure IoT services and people platform
and Amazon’s IoT cloud (https://aws.amazon.com/iot). These platforms offer many standard services for IoT and analytics, including identity management and data
security, which are not covered in the case study here. On the other hand, the best approaches offer flexibility and customizability, making implementation
more efficient than standard commercial solutions. But implementing such a solution may require a capable data science team at the implementation site.
The choice comes down to several factors, non-functional requirements, cost, IoT and analytics.
ICS Triplex T9832 Analogue Input Modules
ICS Triplex T8440B Rockwell Module
ICS Triplex T9300 I/O Base Unit
ICS Triplex T9802 Digital Input Module
ICS Triplex T8403 Trusted TMR 24Vdc Digital Input Module
ICS Triplex T8130 Analog Input Modules
ICS Triplex T8442 TMR Speed Monitor Module
ICS Triplex T8193 I/O Communications Module
ICS Triplex T8440B Rockwell Module
ICS Triplex T8193 Controller module
ICS Triplex T8311 Trusted TMR Expander Interface
ICS Triplex T8151B Trusted Communications Interface
ICS Triplex T8442 TMR Speed Monitor
ICS Triplex T8130 Digital Output Module
ICS Triplex T8403 Trusted TMR 24Vdc Digital Input Module
ICS Triplex T8431 Trusted TMR 24Vdc Analogue Input Module
ICS Triplex T8461 TMR 24/48 Vdc Digital Output Module
ICS Triplex T8480 Trusted TMR Analogue Output Module
ICS Triplex T8191 I/O and communication module
ICS Triplex T9402 Digital input module
ICS Triplex T8850 40 channel Analogue or Digital Output
ICS Triplex T8110B Trusted TMR Processor
ICS TRIPLEX T8110 Processor modules trust TMR
ICS TRIPLEX T7310 Module transceiver I/O
ICS TRIPLEX T7484 Module monitoring protection digital output 90/130vac
ICS TRIPLEX T8403 Input module
ICS TRIPLEX T8151B/H Trusted Communication Interface Module
UNS0867A-P,V2 HIEE405246R0002 Excitation system
RELIANCE F-4030-O-H00AA Brushless servo motor
ALSTOM DFI-150-0003 Flame indicator
URRELEKTRONIK 7000-40281-6350300
URRELEKTRONIK 7000-40281-6350150
URRELEKTRONIK 7000-40261-6341500
Bently Nevada 330500-02-CN Piezo-Velocity Sensor
URRELEKTRONIK 8000-88450-000 0000 EXACT12, 8XM12, 4 POLE CAP, PLUG. SCREW-TERM
AFC094AE02 HIEE200130R0002 ARCnet control panel AF C094 AE02
EPICII ALSTOM V4550220-EN Control the dust collector
3500/40M 176449-01 Proximitor Monitor
EATON C825KN10 200A 600V Contactor Ser A2 120V
1762-IF4 Analog input module
FC-PSU-240516 Power Supply Module
3500/42M 140734-02 Proximitor Seismic Monitor
FOXBORO P0973JX Industrial switch
1440-DYN02-01RJ Dynamic measurement module
GESAS CAN-DPV 1168411 AMPLIFIER MODULE
FBM201D Analog Input Interface Modules
MSK030C-0900-NN-M1-UG1-NNNN R911308684 motor
1746-NI4 four-channel analog input module
Allen-Bradley 1746-NO4I Analog output module
1747-L552 B/C CPU MODULE
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