CN209591076U - Multi-interface data acquisition gateway for machine learning - Google Patents
Multi-interface data acquisition gateway for machine learning Download PDFInfo
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- CN209591076U CN209591076U CN201920025783.7U CN201920025783U CN209591076U CN 209591076 U CN209591076 U CN 209591076U CN 201920025783 U CN201920025783 U CN 201920025783U CN 209591076 U CN209591076 U CN 209591076U
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- 238000010801 machine learning Methods 0.000 title claims abstract description 14
- 238000004891 communication Methods 0.000 claims abstract description 13
- 238000001228 spectrum Methods 0.000 claims description 8
- 230000005611 electricity Effects 0.000 claims description 2
- 238000012806 monitoring device Methods 0.000 abstract description 3
- 238000009434 installation Methods 0.000 abstract description 2
- 230000006870 function Effects 0.000 description 4
- 238000013473 artificial intelligence Methods 0.000 description 2
- 238000006243 chemical reaction Methods 0.000 description 2
- 238000012544 monitoring process Methods 0.000 description 2
- 238000012356 Product development Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
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- 230000007812 deficiency Effects 0.000 description 1
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- 238000004519 manufacturing process Methods 0.000 description 1
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- 238000012986 modification Methods 0.000 description 1
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Abstract
The utility model relates to a kind of multi-interface data acquisition gateway for machine learning, it is characterized in that, include: master control core board, cable data acquisition module, network module, wireless data acquisition module, communication interface, module and power management module be locally stored, the master control core board respectively with the cable data acquisition module, network module, wireless data acquisition module, memory module are connected with power management module.The gateway architecture is compact, easy for installation, at low cost, it is more that data acquire type, and integrates multiple communication modes, and multi-interface data acquisition gateway can be with external a variety of data acquisition equipments and monitoring device, it meets the needs of users, terminal data administrative center can be sent by the data of acquisition with Ethernet.It can be widely applied to UTILIZATION OF VESIDUAL HEAT IN, boiler implosion field.
Description
Technical field
The utility model belongs to information acquiring technology field, and in particular to a kind of multi-interface data for machine learning is adopted
Collect gateway.
Background technique
Data are the carriers of information, are the valuable sources in information world；Data acquire always by the concern of people.Number
Acquisition, the storage forwarding of data are completed according to acquisition gateway, communication Protocol Conversion, the functions such as management of software and hardware resources, are workers and peasants
Key equipment in industry automation, information-based, intelligent field.
Machine learning is the science of an artificial intelligence, and the main study subject in the field is artificial intelligence, especially such as
Where the performance of specific algorithm is improved in empirical learning.In recent years, machine learning is fast-developing, multiple fields application obtain at
Function.
Has the manufacturer for specializing in embedded communications protocol gateway product exploitation and sale in the market, external has west gate
Son, Schneider etc., it is domestic to have SUPCON, grind Chinese workers' control, to remote electronics etc..Some institutes have developed intelligent data and adopt
Collect gateway, meets DL/T645 multifunction electric meter communication protocol, CJ/T188 user's gauge as Southern Yangtze University has developed to acquire
The intelligent data gateway of table agreement；The colleges and universities such as University Of Chongqing develop intelligent data acquisition gateway in active development.
UTILIZATION OF VESIDUAL HEAT IN, boiler implosion field need the operating status and production capacity of remote monitor device, no matter are absorbed in
The gateway or intelligent data gateway of communications protocol conversion are gone back exclusively for the product development that UTILIZATION OF VESIDUAL HEAT IN, boiler implosion field are opened
It is immature needless to say most according to acquisition demand under machine learning application environment.
Summary of the invention
It the purpose of the utility model is to overcome the deficiencies in the prior art, provides a kind of compact-sized, is used for machine
The data acquisition gateway of the multiplex roles of study, data collected are suitable for machine learning application environment, are particularly suitable for waste heat
Utilize, boiler implosion field.
A kind of multi-interface data acquisition gateway for machine learning of the utility model, comprising: master control core board, wired
Network module, wireless data acquisition module, communication interface, module and power management module is locally stored in data acquisition module, institute
State master control core board respectively with the cable data acquisition module, network module, wireless data acquisition module, memory module and electricity
The connection of source control module.
Preferably, the communication interface include serial ports RS232 interface, serial ports RS485 interface,
CAN interface and PROFIBUS interface.
Preferably, the wireless data acquisition module uses SX1278 spread spectrum module and SX1278 spread spectrum module.
Preferably, the network module includes that local acquisition Ethernet interface and wide area upload Ethernet interface.
Preferably, the master control core board uses chip for AM335x ARM Cortex-A8 MCU.
Preferably, the connection type of the master control core board and the cable data acquisition module is UART.
Preferably, the power module is used to provide power supply for modules.
The beneficial effects of the utility model are:
The gateway architecture is compact, easy for installation, at low cost, and it is more that data acquire type, and integrates a variety of
Communication modes include the wire communications such as Ethernet, RS232, RS485, CAN and PROFIBUS and SX1278 spread spectrum mould
Block wireless network communication function.Use the serial ports RS232 interface of multi-interface data acquisition gateway, serial ports RS485 interface, CAN
Interface and PROFIBUS interface can be met the needs of users with external a variety of data acquisition equipments and monitoring device, can be to
Too the data of acquisition are sent terminal data administrative center by net.The gateway can be widely applied to UTILIZATION OF VESIDUAL HEAT IN, boiler implosion neck
Domain.
Detailed description of the invention
Fig. 1 is the structural schematic diagram of the utility model.
Specific embodiment
The utility model is described in further detail with reference to the accompanying drawing.
As shown in fig. 1, a kind of UTILIZATION OF VESIDUAL HEAT IN of the utility model, boiler implosion multiplex roles machine learning data acquisition network
It closes characterized by comprising master control core board, cable data acquisition module, network module, wireless data acquisition module, communication
Interface is locally stored module and power management module, the master control core board respectively with the cable data acquisition module, network
Module, wireless data acquisition module, memory module are connected with power management module.
This system master control core board unified management cable data acquisition module, network module, wireless data acquisition module, this
Ground memory module, power management module；The master control core board uses chip for AM335x ARM Cortex-A8 MCU,
The connection type of its master control core board and the cable data acquisition module is UART.Master control core board also with module is locally stored
Be connected, this system using the serial ports RS232 interface of multi-interface data acquisition gateway, serial ports RS485 interface, CAN interface and
PROFIBUS interface can be met the needs of users with external a variety of data acquisition equipments and monitoring device, can be incited somebody to action with Ethernet
The data of acquisition are sent to terminal data administrative center.
Wireless data acquisition module described in the utility model uses SX1278 spread spectrum module and SX1278 spread spectrum module；Choosing
With two identical SX1278 spread spectrum modules, it can accomplish that a function one is standby.
Data acquisition module completes the data decryptor acquisition of multiple interfaces, uploads Ethernet interface by wide area and uploads monitoring
Data to data center；Under off-line case, monitoring acquisition data, there are local ethernet interfaces, after waiting network recoveries, upload
Off-line data.
Above-described this patent embodiment, does not constitute the restriction to scope of patent protection.It is any in this patent
Made modifications, equivalent substitutions and improvements etc., should be included in the claims of this patent within spirit and principle
Within.
Claims (4)
1. a kind of multi-interface data acquisition gateway for machine learning characterized by comprising master control core board has line number
According to acquisition module, network module, wireless data acquisition module, communication interface, module and power management module is locally stored, it is described
Master control core board respectively with the cable data acquisition module, network module, wireless data acquisition module, be locally stored module and
Power management module connection；
The cable data acquisition module includes serial ports RS232 interface module, serial ports RS485 interface module, CAN interface mould
Block and PROFIBUS interface module；
The wireless data acquisition module uses SX1278 spread spectrum module and SX1278 spread spectrum module；The network module includes
Local acquisition Ethernet interface and wide area upload Ethernet interface；
The module that is locally stored includes program storage, the storage of acquisition off-line data, setting information storage and running log storage.
2. the multi-interface data acquisition gateway according to claim 1 for machine learning, which is characterized in that the master control
Core board uses chip for AM335x ARM Cortex-A8 MCU.
3. the multi-interface data acquisition gateway according to claim 1 for machine learning, which is characterized in that the master control
The connection type of core board and the cable data acquisition module is UART.
4. the multi-interface data acquisition gateway according to claim 1 for machine learning, which is characterized in that the electricity
Source control module is used to provide power supply for modules.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201920025783.7U CN209591076U (en) | 2019-01-08 | 2019-01-08 | Multi-interface data acquisition gateway for machine learning |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201920025783.7U CN209591076U (en) | 2019-01-08 | 2019-01-08 | Multi-interface data acquisition gateway for machine learning |
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| Publication Number | Publication Date |
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| CN209591076U true CN209591076U (en) | 2019-11-05 |
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| CN201920025783.7U Active CN209591076U (en) | 2019-01-08 | 2019-01-08 | Multi-interface data acquisition gateway for machine learning |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111541734A (en) * | 2020-03-09 | 2020-08-14 | 无锡中慧联合科技有限公司 | Intelligent Internet of things terminal system for remote cloud learning |
-
2019
- 2019-01-08 CN CN201920025783.7U patent/CN209591076U/en active Active
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111541734A (en) * | 2020-03-09 | 2020-08-14 | 无锡中慧联合科技有限公司 | Intelligent Internet of things terminal system for remote cloud learning |
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