Description
IS200TDBTH6ACD Boards & Turbine Control 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.
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.
SJDE-08ANA-OY | YASKAWA | SERVO DRIVE MECHATROLINK
330180-51-00 | Bently Nevada | 3300XL Proximitor Sensor
330130-040-00-00 | Bently Nevada | 3300 XL Standard Extension Cable
149992-01 | Bently Nevada | 16 Channel Relay Output Module
126615-01 | Bently Nevada | Proximitor I/O Module
8440-1706/B | woodward | synchronizer modules
81001-340-71-R | Allen-Bradley | PKG-ASSY SCR COPPER & SPGDB
2711-T10C8 | Allen-Bradley | AC-powered operator terminal
TRICOENX 3511 | TRICOENX | Pulse Input Module
TRICONEX 3601E | TRICONEX | OUTPUT MODULE DIGITAL
TRICOENX 3700A | TRICOENX | Analog Input Module
330105-02-12-05-02-00 | Bently Nevada | Reverse Mount Probes
2711-K9A8 F | Allen-Bradley | PanelView 900 Standard Operator Terminal
2711-K6C15 C | Allen-Bradley | Panelview 600 series interface terminal
SC-TEPR01 | HONEYWELL | Local Expansion I/O network wiring
2711-K6C5 | Allen-Bradley | PanelView 600 Standard Operator Terminal
2711-K5A2 H | Allen-Bradley | Panelview 550 Standard Operator Terminal
2711-B6C20 | Allen-Bradley | PanelView 600 Standard Operator Terminal
2711-B5A1 | Allen-Bradley | PanelView Standard Operator Termina
2098-DSD-020X | Allen-Bradley | Ultra 3000 Drive Module
2090- SCVP32-0 | Allen-Bradley | Fiber Optic Cable
SC22-3-C | Banner | Safety Controller
1797-PS1E | Allen-Bradley | Flex Ex Power Supply
1797-IRT8 | Allen-Bradley | FLEX Ex RTD Thermocouple I/O Module
1769-ECR | Allen-Bradley | Right End Cap (ECR) module
1769-L32C | Allen-Bradley | modular controller
1766-L32BXBA | Allen-Bradley | MicroLogix 1400 Controller
1764-LRP | Allen-Bradley | manufactured MicroLogix 1500 controller
1756-TBS6H | Allen-Bradley | removable terminal block
1756-RMB | Allen-Bradley | ControlLogix enhanced redundancy module
1756-L73 | Allen-Bradley | standard controller model
1756-L72 | Allen-Bradley | controller module
1756-L64 | Allen-Bradley | ControlLogix Processor Module
1755T-PMPP-1700 | Allen-Bradley | touchscreen enabled operator terminal
S72402-NANANA-NA-225 | KOLLMORGEN | S72402 Series drives
1756-CN2RB | Allen-Bradley | communication module
1756-DHRIO | Allen-Bradley | communication module
810-046015-010 | Lam Research | VIOP III PCB Board
VT-VSPD-1-2X/V0/0-0-1 | Rexroth | proportional valve
61C350 | Reliance Electric | Analog Rail Module
080-332-000-R | LAN | DEVICE SERVER
38B5786X092 | EMERSON | RELAY ASSEMBLY
8LSA55.EB030D200-1 | B&R | Synchronous motor
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