CN112299893A - Remote monitoring type kitchen garbage fermentation bin intelligent control system and method thereof - Google Patents
Remote monitoring type kitchen garbage fermentation bin intelligent control system and method thereof Download PDFInfo
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- CN112299893A CN112299893A CN202011548374.9A CN202011548374A CN112299893A CN 112299893 A CN112299893 A CN 112299893A CN 202011548374 A CN202011548374 A CN 202011548374A CN 112299893 A CN112299893 A CN 112299893A
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- 238000000855 fermentation Methods 0.000 title claims abstract description 86
- 230000004151 fermentation Effects 0.000 title claims abstract description 86
- 239000010813 municipal solid waste Substances 0.000 title claims abstract description 30
- 239000010806 kitchen waste Substances 0.000 claims abstract description 47
- 238000001514 detection method Methods 0.000 claims abstract description 18
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 20
- 244000005700 microbiome Species 0.000 claims description 16
- 230000001537 neural Effects 0.000 claims description 12
- MYMOFIZGZYHOMD-UHFFFAOYSA-N oxygen Chemical compound O=O MYMOFIZGZYHOMD-UHFFFAOYSA-N 0.000 claims description 9
- 229910052760 oxygen Inorganic materials 0.000 claims description 9
- 239000001301 oxygen Substances 0.000 claims description 9
- 230000000813 microbial Effects 0.000 claims description 5
- 235000019800 disodium phosphate Nutrition 0.000 claims description 3
- 238000000034 method Methods 0.000 claims description 3
- 238000005457 optimization Methods 0.000 claims description 3
- 238000010586 diagram Methods 0.000 description 5
- 230000004048 modification Effects 0.000 description 2
- 238000006011 modification reaction Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 1
- 238000000746 purification Methods 0.000 description 1
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- C—CHEMISTRY; METALLURGY
- C05—FERTILISERS; MANUFACTURE THEREOF
- C05F—ORGANIC FERTILISERS NOT COVERED BY SUBCLASSES C05B, C05C, e.g. FERTILISERS FROM WASTE OR REFUSE
- C05F9/00—Fertilisers from household or town refuse
- C05F9/02—Apparatus for the manufacture
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- C—CHEMISTRY; METALLURGY
- C05—FERTILISERS; MANUFACTURE THEREOF
- C05F—ORGANIC FERTILISERS NOT COVERED BY SUBCLASSES C05B, C05C, e.g. FERTILISERS FROM WASTE OR REFUSE
- C05F9/00—Fertilisers from household or town refuse
- C05F9/04—Biological compost
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y10/00—Economic sectors
- G16Y10/05—Agriculture
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y10/00—Economic sectors
- G16Y10/90—Chemistry
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y40/00—IoT characterised by the purpose of the information processing
- G16Y40/10—Detection; Monitoring
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y40/00—IoT characterised by the purpose of the information processing
- G16Y40/30—Control
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
- H04L67/125—Protocols 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
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A40/00—Adaptation technologies in agriculture, forestry, livestock or agroalimentary production
- Y02A40/10—Adaptation technologies in agriculture, forestry, livestock or agroalimentary production in agriculture
- Y02A40/20—Fertilizers of biological origin, e.g. guano or fertilizers made from animal corpses
Abstract
The invention relates to a remote monitoring type kitchen waste fermentation bin intelligent control system and a method thereof. The using method comprises three steps of system networking, monitoring operation, remote monitoring and control and the like. On one hand, the invention has strong maintenance and expansion capability and good data communication processing capability; on the other hand, the universality is good, the detection precision is high, and the requirements of comprehensive and accurate acquisition and control operation on the operation parameters of the kitchen garbage fermentation bin can be comprehensively met.
Description
Technical Field
The invention relates to a remote monitoring type kitchen waste fermentation bin intelligent control system and a method thereof, belonging to the technical field of industrial automation.
Background
The kitchen waste fermentation bin is important equipment for purifying kitchen waste, and the current kitchen waste fermentation bins are operated on site by operators to realize operation, so that the operation efficiency of the operation is low, the labor intensity is high, and the operation cost of the operation is high; on the other hand also leads to the operating parameter when the kitchen garbage fermentation storehouse is operated, and the control of fermentation state and control the precision poor, lead to also receiving very big influence to kitchen garbage purification treatment efficiency and quality to it all is difficult to effectively satisfy the needs of in-service use to lead to current kitchen garbage fermentation storehouse to control and use. Therefore, in order to meet the requirement, a remote control system and a remote control method for a kitchen waste fermentation bin are urgently needed to be developed so as to meet the requirement of practical use.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides a remote monitoring type kitchen garbage fermentation bin intelligent control system and method so as to meet the requirement of actual work.
In order to achieve the purpose, the invention is realized by the following technical scheme:
the remote monitoring type kitchen waste fermentation bin intelligent control system comprises an Internet of things communication network, an intelligent communication gateway, a field control terminal, a field data acquisition terminal and a comprehensive management server, wherein the field data acquisition terminals are multiple, at least one field data acquisition terminal is arranged in each fermentation bin, the field data acquisition terminals are connected with the field control terminal through the Internet of things communication network, at least one field control terminal is connected with the Internet of things communication network through the intelligent communication gateway, and data connection is established with the comprehensive management server through the Internet of things communication network. The field data acquisition terminal comprises a positioning base, a lifting driving mechanism, a bearing table, a detection column, a microbial sensor, a density sensor, a temperature and humidity sensor, an oxygen concentration sensor, a water quality analyzer, a microbial detector and a driving circuit, wherein the positioning base is of a closed cavity structure with a rectangular cross section, the bearing table is positioned right in front of the positioning base and coaxially distributed with the positioning base, the positioning base is connected with the bearing table through the lifting driving mechanism, the detection column, the temperature and humidity sensor and the oxygen concentration sensor are all connected with the front end face of the bearing table, at least two detection columns are uniformly distributed around the axis of the bearing table, the length of the detection columns is not less than 1 cm, the detection column is of a hollow tubular structure, a plurality of through holes are uniformly distributed on the side wall of the detection column, and the microbial sensor, the density sensor and the water quality sensor are all, the water quality analyzer, the microorganism detector and the driving circuit are all embedded in the positioning base, the driving circuit is electrically connected with the water quality analyzer, the microorganism detector, the temperature and humidity sensor and the oxygen concentration sensor respectively, the water quality analyzer is electrically connected with the density sensor and the water quality sensor respectively, and the microorganism detector is electrically connected with the microorganism sensor.
Furthermore, the integrated management server is a data server based on cloud computing, a bottom layer data processing program based on an AI platform is arranged in the integrated management server, an identity recognition subsystem, a data cloud computing subsystem, a communication protocol management subsystem and a database sub-server system are additionally arranged, the identity recognition subsystem, the data cloud computing subsystem, the communication protocol management subsystem and the database sub-server system are all in data connection with the bottom layer data processing program based on the AI platform, and in addition, data connection is carried out through an interruption sub-program based on trust degree checking.
Further, a CNN convolution nerve system and an LSTM-based intelligent prediction system are arranged in the AI-platform-based bottom layer data processing program, and the CNN convolution nerve system is in data connection with the data cloud computing subsystem and the database sub-server system; the intelligent prediction system based on the LSTM establishes data connection with the communication protocol management subsystem and the database sub-server system.
Furthermore, any one or more of a BP neural network system, a Hopfield network and a fuzzy neural network are arranged in the data cloud computing subsystem for sharing.
Furthermore, the internet of things communication network and the intelligent communication gateway are respectively provided with at least one wireless data communication line and at least one online data communication line, and the wireless data communication lines and the online data communication lines are connected in parallel.
Furthermore, the driving circuit is a circuit system based on any one of DSP and FPGA.
Further, the on-site control terminal include switch board, constant voltage power supply, UPS power and based on the circuit system of thing networking controller as the basis all are located the switch board, just based on the circuit system of thing networking controller as the basis is connected with constant voltage power supply, UPS power and intelligent communication gateway respectively, just intelligent communication gateway all inlays in the switch board and is connected with the switch board bottom.
A use method of a remote monitoring type kitchen waste fermentation bin intelligent control system comprises the following steps:
s1, system networking, namely, firstly setting the specific number of field data acquisition terminals according to the volume and the number of kitchen waste fermentation bins, then arranging at least one field data acquisition terminal in each kitchen waste fermentation bin, establishing data connection between a field data Internet of things communication network and a field control terminal, installing the field control terminal in a field outside the kitchen waste fermentation bins, and finally establishing data connection between the field control terminal and a comprehensive management server through the Internet of things communication network and an intelligent communication gateway and electrically connecting the field control terminal and a control circuit of the kitchen waste fermentation bins, thereby completing the networking of the kitchen waste fermentation bin system;
s2, monitoring operation, wherein after the step S1 is completed, the kitchen waste fermentation bin is directly controlled to operate by a control circuit of the kitchen waste fermentation bin, control parameters for controlling the operation of the kitchen waste fermentation bin are synchronously sent to a field control terminal, and the control parameters are fed back to a comprehensive management server for monitoring by the field control terminal; then, in the running process of the kitchen waste fermentation bin, the fermentation liquor and the fermentation environment inside the kitchen waste fermentation bin during running are continuously detected synchronously through the field data acquisition terminal, then the detection data are sent to the field control terminal through the Internet of things communication network, and are processed by the field control terminal and then are sent to the comprehensive management server, so that the running state monitoring operation of the kitchen waste fermentation bin can be completed;
and S3, remote monitoring and control, wherein after the comprehensive management server receives the data of the step S2, the comprehensive management server compares the received kitchen garbage fermentation bin running state parameters with the control parameters for controlling the operation of the kitchen garbage fermentation bin through a bottom data processing program and a data cloud computing subsystem of an AI platform of the comprehensive management server, displays and outputs the parameters through the comprehensive management server according to the calculation result, sends kitchen garbage fermentation bin running optimization adjustment parameters to a field control terminal according to the comparison result, and finally controls the kitchen garbage fermentation bin running state through the field control terminal according to the received parameters.
The system has simple structure and good universality, on one hand, the system has strong networking, maintenance and expansion capabilities and low cost, and simultaneously has good data communication processing capability, good environment data calculation and processing capability and high system operation intelligent degree; on the other hand commonality is good, detects the precision height, can effectively satisfy the needs of multiple kitchen garbage fermentation storehouse operation control operation to can comprehensively satisfy the needs of carrying out comprehensive and accurate collection control operation to kitchen garbage fermentation storehouse operating parameter, thereby very big improvement kitchen garbage fermentation storehouse operation control's automation and intelligent degree.
Drawings
The present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.
FIG. 1 is a schematic diagram of the system of the present invention;
FIG. 2 is a schematic diagram of an integrated management server data processing system;
FIG. 3 is a schematic diagram of a partial structure of the system of the present invention;
FIG. 4 is a schematic structural diagram of a field data acquisition terminal;
FIG. 5 is a schematic structural diagram of a field control terminal;
FIG. 6 is a flow chart of the method of the present invention.
Detailed Description
In order to make the technical means, the creation characteristics, the achievement purposes and the effects of the invention easy to understand, the invention is further described with the specific embodiments.
As shown in fig. 1-5, a remote monitoring type kitchen waste fermentation bin intelligent control system comprises an internet of things communication network, an intelligent communication gateway 1, a field control terminal 2, field data acquisition terminals 4 and a comprehensive management server 3, wherein the field data acquisition terminals 4 are provided, at least one field data acquisition terminal 4 is arranged in each fermentation bin, the field data acquisition terminal 4 is connected with the field control terminal 2 through the internet of things communication network, at least one field control terminal 2 is connected with the internet of things communication network through the intelligent communication gateway 1, and data connection is established with the comprehensive management server 3 through the internet of things communication network.
It is emphasized that the integrated management server is a data server based on cloud computing, a bottom layer data processing program based on an AI platform is arranged in the integrated management server, an identity recognition subsystem, a data cloud computing subsystem, a communication protocol management subsystem and a database sub-server system are additionally arranged, the identity recognition subsystem, the data cloud computing subsystem, the communication protocol management subsystem and the database sub-server system are all in data connection with the bottom layer data processing program based on the AI platform, and in addition, data connection is carried out through an interruption sub-program based on trust level checking.
Meanwhile, a CNN (convolutional neural network) neural system and an LSTM (least squares metric) based intelligent prediction system are arranged in the AI platform-based bottom layer data processing program, and the CNN neural system is in data connection with a data cloud computing subsystem and a database sub-server system; the intelligent prediction system based on the LSTM establishes data connection with the communication protocol management subsystem and the database sub-server system.
Further preferably, the data cloud computing subsystem is provided with any one or more of a BP neural network system, a Hopfield network and a fuzzy neural network.
In this embodiment, the internet of things communication network and the intelligent communication gateway are both provided with at least one wireless data communication line and at least one online data communication line, and the wireless data communication line and the online data communication line are connected in parallel.
It should be noted that the field data acquisition terminal 4 includes a positioning base 41, a lifting driving mechanism 42, a bearing table 43, a detection column 44, a microorganism sensor 45, a density sensor 46, a temperature and humidity sensor 47, an oxygen concentration sensor 48, a water quality sensor 49, a water quality analyzer 40, a microorganism detector 401 and a driving circuit 402, the positioning base 41 is a closed cavity structure with a rectangular cross section, the bearing table 43 is located right in front of the positioning base 41 and coaxially distributed with the positioning base 41, the positioning base 41 and the bearing table 43 are connected by the lifting driving mechanism 42, the detection column 44, the temperature and humidity sensor 47 and the oxygen concentration sensor 48 are all connected with the front end face of the bearing table 43, wherein at least two detection columns 44 are uniformly distributed around the axis of the bearing table 43, the length is not less than 1 cm, the detection column 44 is a hollow tubular structure, a plurality of through holes 403 are uniformly distributed in the side wall of the device, the microorganism sensor 45, the density sensor 46 and the water quality sensor 49 are all embedded in the bearing column 44, the water quality analyzer 40, the microorganism detector 401 and the driving circuit 402 are all embedded in the positioning base 41, the driving circuit 402 is respectively and electrically connected with the water quality analyzer 40, the microorganism detector 401, the temperature and humidity sensor 47 and the oxygen concentration sensor 48, the water quality analyzer 40 is respectively and electrically connected with the density sensor 46 and the water quality sensor 49, and the microorganism detector 401 is electrically connected with the microorganism sensor 45.
Preferably, the driving circuit 402 is a circuit system based on any one of a DSP and an FPGA.
In addition, on-spot control terminal 2 include switch board 21, constant voltage power supply 22, UPS 23 and based on thing networking controller circuit system 24 on the basis all are located switch board 21, just based on thing networking controller circuit system 24 on the basis is connected with constant voltage power supply 22, UPS 23 and intelligent communication gateway 1 respectively, just intelligent communication gateway 1 all inlays in switch board 21 and is connected with switch board 21 bottom.
As shown in fig. 6, a method for using an intelligent control system of a remote monitoring type kitchen waste fermentation bin comprises the following steps:
s1, system networking, namely, firstly setting the specific number of field data acquisition terminals according to the volume and the number of kitchen waste fermentation bins, then arranging at least one field data acquisition terminal in each kitchen waste fermentation bin, establishing data connection between a field data Internet of things communication network and a field control terminal, installing the field control terminal in a field outside the kitchen waste fermentation bins, and finally establishing data connection between the field control terminal and a comprehensive management server through the Internet of things communication network and an intelligent communication gateway and electrically connecting the field control terminal and a control circuit of the kitchen waste fermentation bins, thereby completing the networking of the kitchen waste fermentation bin system;
s2, monitoring operation, wherein after the step S1 is completed, the kitchen waste fermentation bin is directly controlled to operate by a control circuit of the kitchen waste fermentation bin, control parameters for controlling the operation of the kitchen waste fermentation bin are synchronously sent to a field control terminal, and the control parameters are fed back to a comprehensive management server for monitoring by the field control terminal; then, in the running process of the kitchen waste fermentation bin, the fermentation liquor and the fermentation environment inside the kitchen waste fermentation bin during running are continuously detected synchronously through the field data acquisition terminal, then the detection data are sent to the field control terminal through the Internet of things communication network, and are processed by the field control terminal and then are sent to the comprehensive management server, so that the running state monitoring operation of the kitchen waste fermentation bin can be completed;
and S3, remote monitoring and control, wherein after the comprehensive management server receives the data of the step S2, the comprehensive management server compares the received kitchen garbage fermentation bin running state parameters with the control parameters for controlling the operation of the kitchen garbage fermentation bin through a bottom data processing program and a data cloud computing subsystem of an AI platform of the comprehensive management server, displays and outputs the parameters through the comprehensive management server according to the calculation result, sends kitchen garbage fermentation bin running optimization adjustment parameters to a field control terminal according to the comparison result, and finally controls the kitchen garbage fermentation bin running state through the field control terminal according to the received parameters.
The system has simple structure and good universality, on one hand, the system has strong networking, maintenance and expansion capabilities and low cost, and simultaneously has good data communication processing capability, good environment data calculation and processing capability and high system operation intelligent degree; on the other hand commonality is good, detects the precision height, can effectively satisfy the needs of multiple kitchen garbage fermentation storehouse operation control operation to can comprehensively satisfy the needs of carrying out comprehensive and accurate collection control operation to kitchen garbage fermentation storehouse operating parameter, thereby very big improvement kitchen garbage fermentation storehouse operation control's automation and intelligent degree.
It will be appreciated by persons skilled in the art that the present invention is not limited by the embodiments described above. The foregoing embodiments and description have been presented only to illustrate the principles of the invention. Various changes and modifications can be made without departing from the spirit and scope of the invention. Such variations and modifications are intended to be within the scope of the invention as claimed. The scope of the invention is defined by the appended claims and equivalents thereof.
Claims (8)
1. The utility model provides a remote monitoring formula kitchen remains rubbish fermentation storehouse intelligence control system which characterized in that: the fermentation system comprises an Internet of things communication network, intelligent communication gateways (1), field control terminals (2), field data acquisition terminals (4) and a comprehensive management server (3), wherein the field data acquisition terminals (4) are a plurality, at least one field data acquisition terminal (4) is arranged in each fermentation bin, the field data acquisition terminals (4) are connected with the field control terminals (2) through the Internet of things communication network, at least one field control terminal (2) is connected with the Internet of things communication network through the intelligent communication gateway (1), and data connection is established with the comprehensive management server (3) through the Internet of things communication network; the field data acquisition terminal (4) comprises a positioning base (41), a lifting driving mechanism (42), a bearing table (43), a detection column (44), a microbial sensor (45), a density sensor (46), a temperature and humidity sensor (47), an oxygen concentration sensor (48), a water quality sensor (49), a water quality analyzer (40), a microbial detector (401) and a driving circuit (402), wherein the positioning base (41) is a closed cavity structure with a rectangular cross section, the bearing table (43) is positioned right in front of the positioning base (41) and coaxially distributed with the positioning base (41), the positioning base (41) is connected with the bearing table (43) through the lifting driving mechanism (42), and the detection column (44), the temperature and humidity sensor (47) and the oxygen concentration sensor (48) are all connected with the front end face of the bearing table (43), wherein, at least two detection columns (44) are uniformly distributed around the axis of the bearing platform (43), the length is not less than 1 cm, the detection columns (44) are of a hollow tubular structure, a plurality of through holes (403) are uniformly distributed on the side wall of the device, the microorganism sensor (45), the density sensor (46) and the water quality sensor (49) are all embedded in the bearing column, the water quality analyzer (40), the microorganism detector (401) and the driving circuit (402) are all embedded in the positioning base (41), the driving circuit (402) is respectively and electrically connected with the water quality analyzer (40), the microorganism detector (401), the temperature and humidity sensor (47) and the oxygen concentration sensor (48), the water quality analyzer (40) is respectively and electrically connected with the density sensor (46) and the water quality sensor (49), the microorganism detector (401) is electrically connected with the microorganism sensor (45).
2. The intelligent control system for the remote monitoring type kitchen waste fermentation bin according to claim 1, characterized in that: the integrated management server (3) is a data server based on cloud computing, a bottom layer data processing program based on an AI platform is arranged in the integrated management server (3), an identity recognition subsystem, a data cloud computing subsystem, a communication protocol management subsystem and a database sub-server system are additionally arranged, the identity recognition subsystem, the data cloud computing subsystem, the communication protocol management subsystem and the database sub-server system are all in data connection with the bottom layer data processing program based on the AI platform, and in addition, data connection is carried out through an interruption sub-program based on trust degree checking.
3. The intelligent control system for the remote monitoring type kitchen garbage fermentation bin according to claim 2, characterized in that: a CNN (convolutional neural network) neural system and an LSTM (linear least squares) -based intelligent prediction system are arranged in the AI platform-based bottom layer data processing program, and the CNN convolutional neural system is in data connection with a data cloud computing subsystem and a database sub-server system; the intelligent prediction system based on the LSTM establishes data connection with the communication protocol management subsystem and the database sub-server system.
4. The intelligent control system for the remote monitoring type kitchen garbage fermentation bin according to claim 2, characterized in that: the data cloud computing subsystem is provided with any one or more of a BP neural network system, a Hopfield network and a fuzzy neural network.
5. The intelligent control system for the remote monitoring type kitchen waste fermentation bin according to claim 1, characterized in that: the internet of things communication network and the intelligent communication gateway (1) are respectively provided with at least one wireless data communication line and at least one online data communication line, and the wireless data communication lines and the online data communication lines are mutually connected in parallel.
6. The intelligent control system for the remote monitoring type kitchen waste fermentation bin according to claim 1, characterized in that: the driving circuit (402) is a circuit system based on any one of DSP and FPGA.
7. The intelligent control system for the remote monitoring type kitchen waste fermentation bin according to claim 1, characterized in that: on-spot terminal control (2) include switch board (21), constant voltage power supply (22), UPS power (23) and based on thing networking controller circuit system (24) on the basis all are located switch board (21), just based on thing networking controller circuit system (24) on the basis are connected with constant voltage power supply (22), UPS power (23) and intelligent communication gateway (1) respectively, just intelligent communication gateway (1) all inlays in switch board (21) and is connected with switch board (21) bottom.
8. The use method of the remote monitoring type kitchen waste fermentation bin intelligent control system according to claim 1, is characterized in that: the method comprises the following steps:
s1, system networking, namely firstly setting the specific number of field data acquisition terminals (4) according to the volume and the number of kitchen waste fermentation bins, then arranging at least one field data acquisition terminal (4) in each kitchen waste fermentation bin, establishing data connection between a field data Internet of things communication network and a field control terminal (2), arranging the field control terminal (2) in a field outside the kitchen waste fermentation bins, and finally establishing data connection between the field control terminal (2) and a comprehensive management server (3) through the Internet of things communication network and an intelligent communication gateway (1) and electrically connecting control circuits of the kitchen waste fermentation bins to complete networking;
s2, monitoring operation, wherein after the step S1 is completed, the kitchen waste fermentation bin is directly controlled to operate by a control circuit of the kitchen waste fermentation bin, control parameters for controlling the operation of the kitchen waste fermentation bin are synchronously sent to a field control terminal (2), and the control parameters are fed back to a comprehensive management server (3) through the field control terminal (2) for monitoring; then, in the running process of the kitchen waste fermentation bin, the fermentation liquor and the fermentation environment inside the kitchen waste fermentation bin during running are continuously detected synchronously through the field data acquisition terminal (4), then the detection data are sent to the field control terminal (2) through the Internet of things communication network, and are processed by the field control terminal (2) and then sent to the comprehensive management server (3) to complete the monitoring operation of the running state of the kitchen waste fermentation bin;
and S3, remote monitoring and control, wherein after the comprehensive management server (3) receives the data of the step S2, the received kitchen garbage fermentation bin operation state parameters and the control parameters for controlling the operation of the kitchen garbage fermentation bin are compared and calculated through a bottom data processing program of an AI platform of the comprehensive management server (3) and a data cloud computing subsystem, then the kitchen garbage fermentation bin operation state parameters and the control parameters for controlling the operation of the kitchen garbage fermentation bin are displayed and output through the comprehensive management server (3) according to the calculation results, the kitchen garbage fermentation bin operation optimization adjustment parameters are sent to the field control terminal (2) according to the comparison results, and finally the field control terminal (2) controls the operation state of the kitchen garbage fermentation bin according to the received parameters.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112558534A (en) * | 2021-02-22 | 2021-03-26 | 南京华阜信息科技有限公司 | Smart fluid transportation monitoring system and method for weak current intensive pipe network |
| CN112969058A (en) * | 2021-05-18 | 2021-06-15 | 南京拓晖信息技术有限公司 | Industrial video real-time supervision platform and method with cloud storage function |
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| CN112969058A (en) * | 2021-05-18 | 2021-06-15 | 南京拓晖信息技术有限公司 | Industrial video real-time supervision platform and method with cloud storage function |
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