CN113660343A - Single-speed fan controller - Google Patents

Single-speed fan controller Download PDF

Info

Publication number
CN113660343A
CN113660343A CN202110956993.XA CN202110956993A CN113660343A CN 113660343 A CN113660343 A CN 113660343A CN 202110956993 A CN202110956993 A CN 202110956993A CN 113660343 A CN113660343 A CN 113660343A
Authority
CN
China
Prior art keywords
controller
fan
module
mode
lora
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
CN202110956993.XA
Other languages
Chinese (zh)
Inventor
符耐芳
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Henan Center Intelligent Electric Technology Co ltd
Original Assignee
Henan Center Intelligent Electric Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Henan Center Intelligent Electric Technology Co ltd filed Critical Henan Center Intelligent Electric Technology Co ltd
Priority to CN202110956993.XA priority Critical patent/CN113660343A/en
Publication of CN113660343A publication Critical patent/CN113660343A/en
Withdrawn legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • H04L67/125Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks involving control of end-device applications over a network
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18Status alarms
    • G08B21/182Level alarms, e.g. alarms responsive to variables exceeding a threshold
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/08Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using communication transmission lines
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • H04L41/145Network analysis or design involving simulating, designing, planning or modelling of a network
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/08Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0805Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
    • H04L43/0817Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability by checking functioning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/16Threshold monitoring
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00Network architectures or network communication protocols for network security
    • H04L63/08Network architectures or network communication protocols for network security for authentication of entities
    • H04L63/083Network architectures or network communication protocols for network security for authentication of entities using passwords

Abstract

The invention discloses a single-speed fan controller, which comprises a first controller, a second controller, a Lora module, a DTU module and a network platform, wherein the first controller is connected with the second controller through a network; flexible networking connection is carried out between the first controller and the second controller and between two adjacent second controllers through Lora modules, wherein the first controller is connected with a network platform through a DTU module; the external sucking disc antenna of Lora module. Adopt the Lora module to carry out local wireless network deployment, carry out chain connection with on-the-spot fan equipment, issue the instruction by the host computer and obtain the data information of appointed fan equipment at the fixed point, then reach the host computer with data, and then can upload data information to monitoring platform with the help of the DTU module, reduce the fortune dimension number of times, reduce the human cost, improve the reliability of fan equipment operation.

Description

Single-speed fan controller
Technical Field
The invention relates to the technical field of controller equipment, in particular to a single-speed fan controller.
Background
The existing single-speed fan controller mostly has the functions of manually starting and stopping the fan and automatically controlling the fan, but does not have the functions of communication and background monitoring, so that the fan can not be monitored in real time in the starting and stopping process and the running state of the fan, the state of the fan can not be remotely monitored in real time, when the working condition of the fan needs to be known or controlled, the problem can be found only by on-site inspection, the running condition of the fan is mastered, the operation and maintenance cost is increased, and the fan controller is not beneficial to stable and reliable running of fan equipment.
Disclosure of Invention
The invention aims to provide a single-speed fan controller, which adopts a Lora module to carry out local wireless networking, carries out chain connection on field fan equipment, sends an instruction to a host to obtain data information of the specified fan equipment at a fixed point, then transmits the data to the host, and further uploads the data information to a monitoring platform by means of a DTU module, so that related personnel can master the working condition of a fan in real time, the operation and maintenance times are reduced, the labor cost is reduced, and the running reliability of the fan equipment is improved.
The invention provides the following technical scheme: the single-speed fan controller comprises a first controller, a second controller, a Lora module, a DTU module and a network platform; flexible networking connection is carried out between the first controller and the second controller and between two adjacent second controllers through Lora modules, wherein the first controller is connected with a network platform through a DTU module;
the Lora module adopts a 6P row needle and a 3P row needle, and the cut straightly is arranged mother in 6P and 3P that single fast fan controller circuit board corresponds, realizes the transmission of equipment data information, the external sucking disc antenna of Lora module.
Preferably, the networking mode adopts a mode of combining chain networking and star networking, namely the second controllers are connected with the first controller after being connected in a chain manner, and the first controller can directly or indirectly access the data information on each second controller.
Preferably, the DTU module remotely transmits data through a GPRS or short message mode to implement data transmission between the first controller and the network platform.
Preferably, the first controller and the second controller are equipped with corresponding addresses, the first controller and each second controller correspond to a corresponding fan, and the first controller acquires fan information of the corresponding addresses in an inquiry mode.
Preferably, the controller row channel parameters of different addresses are configured according to the actual application scene.
Preferably, the DTU module encapsulates PPP dial-up protocol and TCP/IP protocol stack inside and has an embedded operating system.
Preferably, the first controller and the second controller are connected with the corresponding Lora modules in a serial port mode.
Preferably, the device further comprises a timing module, wherein the timing module is used for metering time, and the first controller accesses the fan controllers with different addresses at regular time intervals and transmits the fan state information to the network platform.
Preferably, the device further comprises an alarm module, when the controller information parameters corresponding to the fan are abnormal, the alarm module gives a prompt, and manual inspection and fault removal are performed according to corresponding addresses.
Preferably, a method for acquiring the running state of the fan and eliminating the fan fault includes the following steps:
(1) the network platform sends an instruction, and the first controller accesses the parameters of the fan related to the second controller after receiving the instruction;
(2) comparing the parameters, namely comparing the operating parameters of the fan with a set threshold value after the network platform acquires the operating parameters of the fan, if the fan parameters are within a normal threshold value range, indicating that the fan operates normally, and if the operating parameter values of the fan are outside the threshold value range, inquiring secondary operating parameters;
(3) if the secondary parameters are inquired, judging and comparing the secondary parameters again, if the secondary parameters are abnormal, giving an alarm to prompt people that the fan is in failure, and simultaneously manually or automatically sending an instruction to the first controller by the network platform to stop the failed fan;
(4) monitoring the state of the fault fan, and after the fault fan is inspected, sending an instruction to a network platform through a corresponding controller to request to recover the working state;
(5) the work of the fan is confirmed, the normal working state of the fan is recovered through the confirmation of an administrator in the network platform, the administrator logs in the network platform and adopts a private key to carry out identity confirmation, an instruction for sending the normal work of the fan is obtained after the identity confirmation, and the legality of the instruction is guaranteed.
Preferably, in the fan fault analysis, firstly, a related characteristic construction model is input into a vector data set, related characteristics are used as classification characteristics of a classification algorithm, different working states of a fan are used as classification labels to construct the data set, then the data set is divided, an organized experimental data set is divided into a training set, a verification set and a test set, the training set is used for training the model, the verification set is used for optimizing the model, and the test set is used for testing the accuracy of a final result; after the model is established, parameter setting is carried out on the model, wherein the parameters comprise the depth of a decision tree, the learning rate of the model and the training times; in the model training process, firstly, a decision tree needs to be constructed, and the last classification result needs to be learned and fitted every time a classification node is added; and performing parameter adjustment on the trained model by using the verification set, determining a final model parameter by adjusting the optimal parameter, and inputting the test set for prediction after determining the model parameter.
Compared with the prior art, the invention has the following beneficial effects:
(1) the single-speed fan controller carries out relevant processing according to the actual application scene of a field, then carries out relevant configuration on a Lora module, adopts the Lora module to carry out wireless local networking, utilizes a directional transmission mode of the Lora module to carry out flexible networking, associates the field fan equipment to form a whole, obtains the fan equipment operation information of a corresponding address in a host inquiry mode, and can be used as a transmission medium by the host equipment to associate the field single-speed fan controller with a network platform so as to realize the monitoring of the field fan equipment by a monitoring platform.
(2) According to the single-speed fan controller, the networking mode adopts a mode of combining chain networking and star networking, the first controller is adopted to inquire fan controller parameters in a unified mode, the orderliness of the inquired parameters is guaranteed, the access quantity of the fan controller parameters is increased, and the stability of the system is further guaranteed.
(3) The single-speed fan controller adopts the remote low-power-consumption wireless communication technology of the Lora module, greatly increases the communication distance, can be applied to places with larger areas, and has wider application range.
(4) The single-speed fan controller adopts a method of administrator identity confirmation in a network platform to recover the normal working state of the fan, and ensures the legality of an instruction and the stability of a system.
Drawings
FIG. 1 is a schematic diagram of the system of the present invention;
FIG. 2 is a schematic view of the Lora module connection of the present invention;
FIG. 3 is a schematic diagram of an embodiment of the present invention;
FIG. 4 is a schematic diagram of a method for eliminating fan faults and operating states of a fan according to the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example one
Referring to fig. 1-4, the single-speed fan controller includes a first controller, a second controller, a Lora module, a DTU module, and a network platform; flexible networking connection is carried out between the first controller and the second controller and between two adjacent second controllers through Lora modules, wherein the first controller is connected with a network platform through a DTU module; the field fan equipment is associated to form a whole, fan equipment operation information of a corresponding address is obtained through a first controller inquiry mode, the first controller equipment can take a DTU module as a transmission medium, and a field single-speed fan controller is connected with a network platform, so that the monitoring platform monitors the field fan equipment.
The networking connection mode is combined with that shown in fig. 3, the controller a serves as a first controller, is connected with the DTU module and is also connected with other second controllers, the second controllers are connected to the controller B, the controller D and the controller E, and the controller a sends data of the fan device to the network platform at regular time through the DTU module and inquires and processes device information of other single-speed fan controllers; the controller A polls the running states of the fan equipment collected by the controller B, the controller C, the controller D and the controller E through a preset program; when the controller A queries the controller C, the controller B is used as a data information transmission medium; the controller B, the controller C, the controller D, and the controller E are objects to be interrogated by the controller a. The specific networking mode is expanded and changed according to the actual field application scene.
The Lora module adopts a 6P row needle and a 3P row needle, and the cut straightly is arranged mother in 6P and 3P that single fast fan controller circuit board corresponds, realizes the transmission of equipment data information, has reached the purpose of fixed Lora module, the external sucking disc antenna of Lora module, reinforcing signal strength.
The networking mode adopts a mode of combining chain networking and star networking, namely the second controllers are connected with the first controller after being connected in a chain mode, and the first controller can directly or indirectly access data information on each second controller.
The DTU module remotely transmits data in a GPRS or short message mode to realize data transmission between the first controller and the network platform.
The first controller and the second controllers are respectively provided with corresponding addresses, the first controller and each second controller respectively correspond to a corresponding fan, and the first controller acquires fan information of the corresponding addresses in an inquiry mode. And configuring the machine-row channel parameters of the controllers with different addresses according to the actual application scene. The DTU module internally encapsulates a PPP dial-up protocol and a TCP/IP protocol stack and is provided with an embedded operating system.
And the first controller and the second controller are connected with the corresponding Lora modules in a serial port mode.
Example two
The single-speed fan controller comprises a first controller, a second controller, a Lora module, a DTU module and a network platform; flexible networking connection is carried out between the first controller and the second controller and between two adjacent second controllers through Lora modules, wherein the first controller is connected with a network platform through a DTU module; the field fan equipment is associated to form a whole, fan equipment operation information of a corresponding address is obtained through a first controller inquiry mode, the first controller equipment can take a DTU module as a transmission medium, and a field single-speed fan controller is connected with a network platform, so that the monitoring platform monitors the field fan equipment.
The networking connection mode is combined with that shown in fig. 3, the controller a serves as a first controller, is connected with the DTU module and is also connected with other second controllers, the second controllers are connected to the controller B, the controller D and the controller E, and the controller a sends data of the fan device to the network platform at regular time through the DTU module and inquires and processes device information of other single-speed fan controllers; the controller A polls the running states of the fan equipment collected by the controller B, the controller C, the controller D and the controller E through a preset program; when the controller A queries the controller C, the controller B is used as a data information transmission medium; the controller B, the controller C, the controller D, and the controller E are objects to be interrogated by the controller a. The specific networking mode is expanded and changed according to the actual field application scene.
The Lora module adopts a 6P row needle and a 3P row needle, and the cut straightly is arranged mother in 6P and 3P that single fast fan controller circuit board corresponds, realizes the transmission of equipment data information, has reached the purpose of fixed Lora module, the external sucking disc antenna of Lora module, reinforcing signal strength.
The networking mode adopts a mode of combining chain networking and star networking, namely the second controllers are connected with the first controller after being connected in a chain mode, and the first controller can directly or indirectly access data information on each second controller.
The DTU module remotely transmits data in a GPRS or short message mode to realize data transmission between the first controller and the network platform.
The first controller and the second controllers are respectively provided with corresponding addresses, the first controller and each second controller respectively correspond to a corresponding fan, and the first controller acquires fan information of the corresponding addresses in an inquiry mode. And configuring the machine-row channel parameters of the controllers with different addresses according to the actual application scene. The DTU module internally encapsulates a PPP dial-up protocol and a TCP/IP protocol stack and is provided with an embedded operating system.
And the first controller and the second controller are connected with the corresponding Lora modules in a serial port mode.
The device further comprises a timing module, the network platform is connected with the timing module, the timing module is used for metering time, the first controller accesses the fan controllers with different addresses at certain time intervals, and fan state information is transmitted to the network platform. The network platform is also connected with an alarm module, when the controller information parameters corresponding to the fan are abnormal, the alarm module gives a prompt, and manual inspection is carried out according to the corresponding address to remove faults.
EXAMPLE III
A method for acquiring the running state of a fan and eliminating the fault of the fan comprises the following steps:
(1) the network platform sends an instruction, and the first controller accesses the parameters of the fan related to the second controller after receiving the instruction;
(2) comparing the parameters, namely comparing the operating parameters of the fan with a set threshold value after the network platform acquires the operating parameters of the fan, if the fan parameters are within a normal threshold value range, indicating that the fan operates normally, and if the operating parameter values of the fan are outside the threshold value range, inquiring secondary operating parameters;
(3) if the secondary parameters are inquired, judging and comparing the secondary parameters again, if the secondary parameters are abnormal, giving an alarm to prompt people that the fan is in failure, and simultaneously manually or automatically sending an instruction to the first controller by the network platform to stop the failed fan;
(4) monitoring the state of the fault fan, and after the fault fan is inspected, sending an instruction to a network platform through a corresponding controller to request to recover the working state;
(5) the work of the fan is confirmed, the normal working state of the fan is recovered through the confirmation of an administrator in the network platform, the administrator logs in the network platform and adopts a private key to carry out identity confirmation, an instruction for sending the normal work of the fan is obtained after the identity confirmation, and the legality of the instruction is guaranteed.
In the fan fault analysis, firstly, inputting a related characteristic construction model into a vector data set, taking related characteristics as classification characteristics of a classification algorithm, taking different working states of a fan as classification labels to construct the data set, then dividing the data set, dividing an organized experimental data set into a training set, a verification set and a test set, wherein the training set is used for training the model, the verification set is used for optimizing the model, and the test set is used for testing the accuracy of a final result; after the model is established, parameter setting is carried out on the model, wherein the parameters comprise the depth of a decision tree, the learning rate of the model and the training times; in the model training process, firstly, a decision tree needs to be constructed, and the last classification result needs to be learned and fitted every time a classification node is added;
and performing parameter adjustment on the trained model by using the verification set, determining a final model parameter by adjusting the optimal parameter, and inputting the test set for prediction after determining the model parameter. The fault of the fan can be rapidly predicted through the constructed characteristic model, and the time consumed by routing inspection is shortened.
According to the invention, local wireless networking is carried out by adopting the Lora module, on-site fan equipment is in chain connection, the host sends an instruction to obtain data information of the specified fan equipment at a fixed point, then the data is transmitted to the host, and further the data information can be uploaded to the monitoring platform by virtue of the DTU module, so that relevant personnel can master the working condition of the fan in real time, the operation and maintenance times are reduced, the labor cost is reduced, and the operation reliability of the fan equipment is improved. The networking mode adopts a mode of combining chain networking and star networking, and the first controller is adopted to inquire the parameters of the fan controller in a unified mode, so that the orderliness of the inquired parameters is ensured, the access quantity of the parameters of the fan controller is increased, and the stability of the system is further ensured.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (7)

1. The single-speed fan controller is characterized by comprising a first controller, a second controller, a Lora module, a DTU module and a network platform; flexible networking connection is carried out between the first controller and the second controller and between two adjacent second controllers through Lora modules, wherein the first controller is connected with a network platform through a DTU module;
the Lora module adopts a 6P row needle and a 3P row needle, and the cut straightly is arranged mother in 6P and 3P that single fast fan controller circuit board corresponds, realizes the transmission of equipment data information, the external sucking disc antenna of Lora module.
2. The single-speed fan controller of claim 1, wherein: the networking mode adopts a mode of combining chain networking and star networking, namely the second controllers are connected with the first controller after being connected in a chain mode, and the first controller can directly or indirectly access data information on each second controller.
3. The single-speed fan controller of claim 1, wherein: the DTU module remotely transmits data in a GPRS or short message mode to realize data transmission between the first controller and the network platform.
4. The single-speed fan controller of claim 2, wherein: the first controller and the second controllers are respectively provided with corresponding addresses, the first controller and each second controller respectively correspond to a corresponding fan, and the first controller acquires fan information of the corresponding addresses in an inquiry mode.
5. The single-speed fan controller of claim 4, wherein: and configuring the machine-row channel parameters of the controllers with different addresses according to the actual application scene.
6. The single-speed fan controller of claim 1, wherein: the DTU module internally encapsulates a PPP dial-up protocol and a TCP/IP protocol stack and is provided with an embedded operating system.
7. The single-speed fan controller of claim 1, wherein: and the first controller and the second controller are connected with the corresponding Lora modules in a serial port mode.
CN202110956993.XA 2021-08-19 2021-08-19 Single-speed fan controller Withdrawn CN113660343A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110956993.XA CN113660343A (en) 2021-08-19 2021-08-19 Single-speed fan controller

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110956993.XA CN113660343A (en) 2021-08-19 2021-08-19 Single-speed fan controller

Publications (1)

Publication Number Publication Date
CN113660343A true CN113660343A (en) 2021-11-16

Family

ID=78492474

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110956993.XA Withdrawn CN113660343A (en) 2021-08-19 2021-08-19 Single-speed fan controller

Country Status (1)

Country Link
CN (1) CN113660343A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114980248A (en) * 2022-08-01 2022-08-30 深圳市信润富联数字科技有限公司 Wireless networking method, device, equipment and storage medium

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114980248A (en) * 2022-08-01 2022-08-30 深圳市信润富联数字科技有限公司 Wireless networking method, device, equipment and storage medium

Similar Documents

Publication Publication Date Title
US9874869B2 (en) Information controller, information control system, and information control method
CN103179599B (en) The method for supervising of WLAN performance, equipment and system
US20100038440A1 (en) Method and system for remote wireless monitoring and control of climate in greenhouses
CN103064382B (en) Optical proximity correction (OPC) embedded-type remote data collecting system and method based on ARM framework
EP2853962B1 (en) Identification method for pan-tilt apparatus, pan-tilt apparatus, camera and control system for pan-tilt apparatus
CN102375437A (en) Device and method for data acquisition and transmission during wireless production process based on IEEE802.15.4 protocol and PLCs (programmable logic controllers)
CN109600729B (en) Scenic spot facility management system based on Internet of things and management method thereof
CN113660343A (en) Single-speed fan controller
CN106681244A (en) Intelligent distributed distribution room remote monitoring system
CN111240385A (en) Intelligent electrical system dehumidification method based on Internet of things
CN108174400B (en) Data processing method, system and equipment of terminal equipment
CN102128162A (en) Remote monitoring system and method of compressor
CN109785557B (en) Intelligent power optical cable anti-external loss monitoring and early warning system and monitoring and early warning method thereof
EP2882216B1 (en) Device and method for controlling, supervising and giving an alarming from a power supply of base station
CN111341063A (en) Intelligent control system, method and device for safety early warning and monitoring of electric equipment and terminal equipment
CN113821242B (en) Intelligent firmware matching method and system
CN112636960B (en) Intranet collaborative maintenance method, system, device, server and storage medium of edge computing equipment
CN103414571A (en) Information collecting and transmitting convergence node used for industrial monitoring
US20190379470A1 (en) Computing device and method using a neural network to infer a predicted state of a communication channel
CN113467404A (en) Thermal power plant intelligent cloud control system and method based on safe and credible wireless communication
CN112039708A (en) Network equipment operation and maintenance method
CN209166518U (en) A kind of substation's building environment online monitoring system based on wireless sensor technology
CN116506278A (en) Abnormal monitoring platform based on zabbix
CN108174399B (en) Data processing method, system and equipment of terminal equipment
CN104898522A (en) Remote monitoring system for digital welding power supply

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WW01 Invention patent application withdrawn after publication
WW01 Invention patent application withdrawn after publication

Application publication date: 20211116