Description
IS230SNTCH4A Product Introduction
The specific application scope of the product
will depend on the needs of system integration and industrial application, but generally speaking, this type of embedded controller module can be applied to the following categories:
manufacturing processes, etc.
monitoring and control system.
of the controller module, as well as the specific needs of the customer.
designed to manage gas or steam turbines.
It has a CIMPLICITY graphical interface and an HMI with software suitable for running heavy-duty turbines.
be installed at the bottom of the cabinet. For a small setup that is easy to serve a triple redundant system, up to three components can be installed side by side.
he board can operate within a temperature range of 0 to 65 degrees Celsius without the need for a fan for cooling. NFPA Class 1. This board can be used for two applications.
(2) Data collection and traceability issues. Data collection issues often occur, and many assembly lines lack “end-to-end traceability.” In other words, there are often no unique identifiers associated with the parts and processing steps being produced. One workaround is to use a timestamp instead of an identifier. Another situation involves an incomplete data set. In this case, omit incomplete information parts or instances from the forecast and analysis, or use some estimation method (after consulting with manufacturing experts).(3) A large number of features. Different from the data sets in traditional data mining, the features observed in manufacturing analysis may be thousands. Care must therefore be taken to avoid that machine learning algorithms can only work with reduced datasets (i.e. datasets with a small number of features).(4) Multicollinearity, when products pass through the assembly line, different measurement methods are taken at different stations in the production process. Some of these measurements can be highly correlated, however many machine learning and data mining algorithm properties are independent of each other, and multicollinearity issues should be carefully studied for the proposed analysis method.(5) Classification imbalance problem, where there is a huge imbalance between good and bad parts (or scrap, that is, parts that do not pass quality control testing). Ratios may range from 9:1 to even lower than 99,000,000:1. It is difficult to distinguish good parts from scrap using standard classification techniques, so several methods for handling class imbalance have been proposed and applied to manufacturing analysis [8].(6) Non-stationary data, the underlying manufacturing process may change due to various factors such as changes in suppliers or operators and calibration deviations in machines. There is therefore a need to apply more robust methods to the non-stationary nature of the data. (7) Models can be difficult to interpret, and production and quality control engineers need to understand the analytical solutions that inform process or design changes. Otherwise the generated recommendations and decisions may be ignored.
IS200DSPXH2C GE power control board
DS200DMCBG1AED High performance processor module GE
IS210MVRAH2A GE power control board
IS410JPDEG1A I/O excitation redundant module GE
IS215UCVGH1A From General Electric in the United States
IS220PDIAH1B High performance processor module GE
IS420UCSBH1A From General Electric in the United States
IS200TRPGH1BDE GE power control board
IS210AEAAH1BJE From General Electric in the United States
IS200SRTDH2A High performance processor module GE
IS410STAIS2A Processor/Controller Mark VI System
IS210DRTDH1AA Processor/Controller Mark VI System
IS420ESWBH3A Processor/Controller Mark VI System
IS200DAMCG1A From General Electric in the United States
DS200CTBAG1A GE power control board
IS200TREGHIB From General Electric in the United States
IS220PPROH1A Processor/Controller Mark VI System
IS210MVRAH2A Processor/Controller Mark VI System
DS200SLCCG3ACC I/O excitation redundant module GE
IS200EROCH1ADD High performance processor module GE
DS200PCCAG9A GE power control board
IS200DSPXH1DBD High performance processor module GE
IS200EPCTG1AAA I/O excitation redundant module GE
IS210AEBIH1BAA I/O excitation redundant module GE
IS215UCVEH2AB High performance processor module GE
IS220PTURH1B From General Electric in the United States
IS200BICMH1AAA From General Electric in the United States
IS200TVIBH2BAA GE power control board
IS200EDCFG1A GE power control board
DS200FGPAG1AHD I/O excitation redundant module GE
IS200DAMCG1A Gas turbine system Mark VI
DS200TCQCG1BKG From General Electric in the United States
IS200BICLH1BBA High performance processor module GE
IS200EMIOH1ACA High performance processor module GE
IS210DSVOH1A From General Electric in the United States
IS210WSVOH1AE Processor/Controller Mark VI System
IS200EGDMH1A High performance processor module GE
IS200EACFG2A Gas turbine system Mark VI
IS220PDOAH1A GE power control board
IS200AEADH1ACA Gas turbine system Mark VI
IS2020ISUCG3A From General Electric in the United States
IS200TRTDH1B GE power control board
DS200IAXSG1A GE power control board
IS220YDIAS1A GE power control board
DS200TCQCG1BHF I/O excitation redundant module GE
IS200CABPG1B GE power control board
IS200TRPAS1AFD High performance processor module GE
DS200TCDAG1BDB Processor/Controller Mark VI System
DS200VPBLG1A Gas turbine system Mark VI
IS215UCVEM10A Gas turbine system Mark VI
IS200EISBH1AAB From General Electric in the United States
IS200SRLYH2A High performance processor module GE
IS200JPDFG1A High performance processor module GE
IS200TBAIH1CDC From General Electric in the United States
IS200SCTLG1A From General Electric in the United States
DS200IIBDG1AFA I/O excitation redundant module GE
IS200VTURH2B GE power control board
IS200DSPXH1DBD I/O excitation redundant module GE
IS200ERRRH1A GE power control board
IS200JPDMG1A Processor/Controller Mark VI System
DS3800DFXA1B1C I/O excitation redundant module GE
DS200SDCCF1AFD Gas turbine system Mark VI
IS210BPPBH2B Gas turbine system Mark VI
IS200HFPRG1A Gas turbine system Mark VI
IS200IGDMH1ACA From General Electric in the United States
IS200HFPAG2A High performance processor module GE
IS215UCVEM09B GE power control board
IS200AEADH1ACA GE power control board
IS200EPSMG1A From General Electric in the United States
IS210AEBIH1BED High performance processor module GE
DS200SHVMG1AFE Processor/Controller Mark VI System
IS200DTURH1ABA Gas turbine system Mark VI
IS215UCVEH2A Gas turbine system Mark VI
IS200TRPGH1B Gas turbine system Mark VI
IS220PAICH1B From General Electric in the United States
IS200IVFBG1A Gas turbine system Mark VI
IS210AEDBH3A Processor/Controller Mark VI System
IS200SDIIH1ADB GE power control board
IS2020RKPSG Processor/Controller Mark VI System
IS215UCVEM09B Processor/Controller Mark VI System
IS215UCVEH2A From General Electric in the United States
IS220PDOAH1B Gas turbine system Mark VI
IS210DTCIH1A Processor/Controller Mark VI System