CN112278647A - Intelligent garbage classification system and implementation method thereof - Google Patents
Intelligent garbage classification system and implementation method thereof Download PDFInfo
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- CN112278647A CN112278647A CN202011056301.8A CN202011056301A CN112278647A CN 112278647 A CN112278647 A CN 112278647A CN 202011056301 A CN202011056301 A CN 202011056301A CN 112278647 A CN112278647 A CN 112278647A
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- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
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- B65F1/00—Refuse receptacles; Accessories therefor
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- B—PERFORMING OPERATIONS; TRANSPORTING
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
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- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
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Abstract
The invention discloses an intelligent garbage classification system and an implementation method thereof, wherein the intelligent garbage classification system comprises a garbage data processing center, a garbage transportation and collection device and a garbage data application device; the garbage transporting and collecting device realizes garbage collection, garbage treatment and transportation and garbage data acquisition and report; performing data storage, data analysis, statistical form generation and user management on the garbage data reported by the garbage transportation and collection device through a garbage data processing center, and sending the processed application data to a garbage data application device; and receiving the processed application data through a garbage data application device, managing garbage classification knowledge and artificially putting garbage monitoring data. According to the garbage classification system provided by the embodiment of the invention, garbage classification, user garbage input behavior analysis, user management, garbage classification knowledge management and the like are realized, and the garbage classification system is suitable for various environmental protection departments and individual users which have requirements on garbage classification knowledge and environmental protection evaluation.
Description
Technical Field
The invention relates to the technical field of garbage classification, in particular to an intelligent garbage classification system and an implementation method thereof.
Background
The automation degree of garbage classification and identification efficiency of garbage classification and identification have great significance to aspects of garbage recovery, environmental case protection and the like. At present, in the application of a garbage classification scene, the problems of high labor cost, low labor garbage classification efficiency and poor garbage classification and identification effects still exist. With the increasing urgency of environmental protection, garbage classification is an inevitable trend, needs to efficiently and intelligently classify and manage garbage and provide corresponding garbage classification environmental protection knowledge, and in the face of the trend, people are required to actively participate and guidance and education of environmental protection departments at all levels are also required.
Therefore, the present invention provides an intelligent garbage classification system and an implementation method thereof to solve the above problems.
Disclosure of Invention
In view of this, the embodiment of the present invention provides an intelligent garbage classification system and an implementation method thereof, which can effectively solve the problems of high cost of manpower garbage classification, low efficiency of manpower garbage classification, and poor garbage classification and identification effects.
The invention provides an intelligent garbage classification system, which comprises a garbage data processing center, a garbage transportation and collection device and a garbage data application device, wherein the garbage data processing center is connected with the garbage transportation and collection device; wherein the content of the first and second substances,
the garbage data processing center is respectively connected with the garbage transportation and collection device and the garbage data application device, comprises an SQL database, a data analysis server, a report generation server and a user management server, and is used for performing data storage, data analysis, statistical report generation and user management on the garbage data reported to the garbage data processing center and sending the processed application data to the garbage data application device;
the garbage transporting and collecting device comprises an intelligent garbage collecting point and an intelligent garbage transporting vehicle and is used for realizing garbage collection, garbage treatment and transportation and garbage data acquisition and report;
the intelligent garbage collection point comprises an intelligent open-cover garbage can, a circular rotating garbage station, cameras, a picture identification chip and a wireless router, wherein the cameras, the picture identification chip and the wireless router are respectively and fixedly arranged on the intelligent open-cover garbage can and the circular rotating garbage station and are used for collecting garbage, shooting and identifying garbage pictures, shooting artificial garbage throwing videos, collecting garbage throwing time and places and reporting collected garbage data to the garbage data processing center in a wireless mode; the garbage data comprises garbage pictures, garbage classification judgment data, garbage throwing video data and garbage throwing time and place data;
the intelligent garbage transport vehicle comprises a garbage can scanner, an automatic forklift and a garbage compression hydraulic device and is used for realizing garbage can scanning and identifying, automatic garbage transport and garbage hydraulic treatment;
the garbage data application device comprises a knowledge base module, and the knowledge base module is used for managing garbage classification knowledge and artificially putting garbage monitoring data.
Further, intelligence waste classification system, wherein, the knowledge base module includes:
the classification rule management unit is used for storing and managing the garbage classification rules;
the garbage attribute management unit is used for managing pictures, outlines, data characteristics, purposes, harmfulness and corresponding processing modes of various types of garbage;
the garbage feature learning unit is used for performing data feature learning on each garbage type by using a preset machine learning algorithm so as to improve the garbage classification accuracy;
and the garbage putting monitoring unit is used for managing the time, the place, the garbage types, the garbage pictures, the garbage picture identification data and the garbage classification consistency rate of the individual users for putting garbage.
Further, the intelligent garbage classification system, wherein the garbage data application device further comprises a data analysis module, and the data analysis module is used for realizing user registration and authentication management, garbage classification judgment, detection of abnormal garbage throwing behaviors of individuals and all levels of environmental protection departments, analysis of garbage throwing behaviors of individuals and all levels of environmental protection departments, management of garbage related knowledge and expert data analysis.
Further, the intelligent garbage classification system, wherein the data analysis module comprises:
the personal user registration and authentication management unit is used for realizing video identification, face identification registration, identity card registration, mobile phone number registration and identity authentication management of a personal user;
the garbage classification judging unit is used for managing garbage classification judging data corresponding to personal lost garbage reported by the intelligent garbage collecting point and supplementing or correcting garbage pictures in the garbage attribute management unit;
the individual user garbage throwing behavior detection unit is used for detecting the garbage throwing abnormal behavior of the individual user based on a preset trend decomposition or pattern recognition algorithm;
the individual user garbage throwing behavior analysis unit is used for predicting the garbage classification knowledge mastering degree, the historical behavior, the trend behavior and the environmental protection contribution capacity of the individual user based on a preset clustering analysis algorithm and in combination with the time sequence;
the system comprises a garbage throwing behavior detection unit of each level of administrative region, a garbage throwing behavior detection unit of each level of administrative region and a garbage throwing behavior detection unit of each level of administrative region, wherein the garbage throwing behavior detection unit is used for detecting the garbage throwing abnormal behavior of each level of administrative region based on a preset trend decomposition or pattern recognition algorithm;
the garbage throwing behavior analysis unit of each level of jurisdiction is used for predicting the garbage classification current situation and trend behavior of each level of environmental protection department jurisdiction based on a preset cluster analysis algorithm and combining a time sequence and giving an alarm and early warning scheme on the garbage classification problem aiming at each level of environmental protection department jurisdiction;
and the relevant knowledge management and expert analysis unit is used for managing relevant knowledge bases and expert analysis data based on a garbage classification policy, garbage knowledge, garbage putting behaviors, individual user garbage classification management files, garbage classification management files of environmental protection departments at all levels, an automatic auxiliary charging system and a reward and punishment system. .
Further, the intelligent garbage classification system is characterized in that the garbage data application device further comprises a report output module, and the report output module is used for realizing the generation of environmental protection reports of individual users and users of environmental protection departments at all levels; wherein the content of the first and second substances,
the report output module comprises a personal user environment-friendly report generation unit and all levels of environment-friendly department report generation units, wherein the personal user environment-friendly report generation unit is used for generating a column diagram report with broken lines, which comprises the weight, the type, the frequency and the score of the garbage of a personal user; and the report generation unit of each environmental protection department is used for generating a report with a broken line histogram, which comprises the weight, the type, the evaluation rate and the score of garbage collection in the jurisdiction of each environmental protection department.
Further, the intelligent garbage classification system further comprises an environment-friendly public number module, wherein the environment-friendly public number module comprises a garbage classification knowledge popularization unit, a user garbage classification putting monitoring unit and a user management unit; the garbage classification knowledge unit is used for publicizing and popularizing garbage classification knowledge and pushing the garbage classification knowledge to a user; the user garbage classified putting monitoring unit is used for displaying the garbage classified consistency rate and the garbage putting abnormal condition of the user; the user management unit is used for managing registered user information and comprises an environment-friendly public number personal interface, environment-friendly department interfaces at all levels of the environment-friendly public number and administrator interfaces at all levels of the environment-friendly public number.
Further, the intelligent garbage classification system, wherein the preset machine learning algorithm is one of a decision tree, naive bayes, logistic regression, KNN, and random forest.
The invention also provides an intelligent garbage classification implementation method, wherein the method comprises the following steps:
garbage collection, garbage treatment and transportation and garbage data acquisition and report are realized through a garbage transportation and collection device;
performing data storage, data analysis, statistical form generation and user management on the garbage data reported by the garbage transportation and collection device through a garbage data processing center, and sending processed application data to the garbage data application device;
and receiving the processed application data through a garbage data application device, managing garbage classification knowledge and artificially putting garbage monitoring data.
Further, the intelligent garbage classification implementation method further comprises the following steps:
the user registration and authentication management, the garbage classification judgment, the detection of the abnormal garbage throwing behaviors of individuals and all levels of environmental protection department jurisdictions, the analysis of the garbage throwing behaviors of individuals and all levels of environmental protection department jurisdictions, the management of garbage related knowledge and the analysis of expert data and the generation of the environmental protection reports of the individual users and all levels of environmental protection department users are realized through the garbage data application device.
Further, the intelligent garbage classification implementation method is characterized in that the garbage transporting and collecting device comprises an intelligent garbage transporting vehicle and an intelligent garbage collecting point; the garbage data processing center comprises an SQL database, a data analysis server, a report generation server and a user management server; the garbage data application device comprises a knowledge base module, a data analysis module and a report output module.
According to the intelligent garbage classification system provided by the embodiment of the invention, the intelligent garbage classification system comprises a garbage data processing center, a garbage transportation and collection device and a garbage data application device; the garbage transporting and collecting device realizes garbage collection, garbage treatment and transportation and garbage data acquisition and report; performing data storage, data analysis, statistical form generation and user management on the garbage data reported by the garbage transportation and collection device through a garbage data processing center, and sending the processed application data to a garbage data application device; and receiving the processed application data through a garbage data application device, managing garbage classification knowledge and artificially putting garbage monitoring data. According to the garbage classification system provided by the embodiment of the invention, the problems of high manpower garbage classification cost, low manpower garbage classification efficiency and poor garbage classification and identification effects are solved; the garbage classification, the analysis of garbage input behaviors of users, user management, garbage classification knowledge management and the like are realized, and the garbage classification method is suitable for environmental protection departments and individual users at all levels needing garbage classification knowledge and environmental protection evaluation.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the structures shown in the drawings without creative efforts.
FIG. 1 is a block diagram of the components of the intelligent garbage classification system of the present invention;
FIG. 2 is a block diagram of the knowledge base module of the intelligent garbage classification system of the present invention;
FIG. 3 is a block diagram of the data analysis module of the intelligent garbage classification system according to the present invention;
FIG. 4 is a flow chart of the intelligent garbage classification implementation method of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
Reference will now be made in detail to embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to the same or similar elements or elements having the same or similar function throughout. The embodiments described below with reference to the accompanying drawings are illustrative only for the purpose of explaining the present invention, and are not to be construed as limiting the present invention.
Referring to fig. 1, fig. 1 is a block diagram illustrating components of the intelligent garbage classification system according to the present invention, and only parts related to the embodiment of the present invention are shown for convenience of description. The system 10 includes a garbage data processing center 11, a garbage transporting and collecting device 12, and a garbage data applying device 13.
The garbage data processing center is respectively connected with the garbage transportation and collection device and the garbage data application device, and comprises an SQL (Structured Query Language) database, a data analysis server, a report generation server and a user management server, and is used for performing data storage, data analysis, statistical report generation and user management on the garbage data reported to the garbage data processing center and sending the processed application data to the garbage data application device.
The garbage transporting and collecting device comprises an intelligent garbage collecting point and an intelligent garbage transporting vehicle and is used for realizing garbage collection, garbage treatment and transportation and garbage data acquisition and reporting.
The intelligent garbage collection point comprises an intelligent uncovering type garbage can, a circular rotating garbage station, a camera, a picture identification chip and a wireless router, wherein the camera, the picture identification chip and the wireless router are respectively and fixedly arranged on the intelligent uncovering type garbage can and the circular rotating garbage station, and are used for collecting garbage, shooting and identifying garbage pictures, shooting artificial garbage throwing videos, collecting garbage throwing time and places and reporting collected garbage data to the garbage data processing center in a wireless mode. The garbage data comprises garbage pictures, garbage classification judgment data, garbage throwing video data and garbage throwing time and place data.
The intelligent garbage transport vehicle comprises a garbage can scanner, an automatic forklift and a garbage compression hydraulic device and is used for realizing garbage can scanning and identifying, garbage automatic transporting and garbage hydraulic processing.
The garbage data application device comprises a knowledge base module, and the knowledge base module is used for managing garbage classification knowledge and artificially putting garbage monitoring data.
When the intelligent garbage classification system is implemented, the collected garbage data is reported to the garbage data processing center through the garbage transportation and collection device, data storage, data analysis, statistical form generation and user management are realized through the data processing center, and the processed data is sent to the garbage data application device, so that the application of related data of garbage classification is realized.
Further, as shown in fig. 2, which is a block diagram of a knowledge base module in the intelligent garbage classification system in the embodiment of the present invention, it can be seen that the knowledge base module includes:
a classification rule management unit 201, configured to store and manage the garbage classification rule. In specific implementation, the garbage classification rule can be customized according to actual conditions, and is not limited herein.
The garbage attribute management unit 201 is used for managing pictures, outlines, data characteristics, purposes, harmfulness and corresponding processing modes of various types of garbage. When the garbage classification system is implemented specifically, an individual user or users of environmental management departments at all levels can clearly acquire various attribute knowledge of garbage through the knowledge base module, and the garbage classification knowledge capability is improved.
The garbage feature learning unit 203 is configured to perform data feature learning on each garbage category by using a preset machine learning algorithm to improve garbage classification accuracy, and when the garbage classification method is implemented specifically, the preset machine learning algorithm may be one of a decision tree, naive bayes, logistic regression, KNN, and random forest, and a corresponding selection is made according to difficulty level of server and model construction, which is not limited herein.
The garbage putting monitoring unit 204 is used for managing the time, place, garbage type, garbage picture identification data and garbage classification consistency rate of putting garbage by an individual user, and the user can know the personal garbage classification efficiency, accuracy and other conditions through the unit during specific implementation, so that data support is provided for improving the personal garbage classification capability.
Furthermore, the garbage data application device also comprises a data analysis module, wherein the data analysis module is used for realizing user registration and authentication management, garbage classification judgment, detection of abnormal garbage throwing behaviors of individuals and all levels of environmental protection departments, analysis of garbage throwing behaviors of individuals and all levels of environmental protection departments, management of garbage related knowledge and analysis of expert data, and therefore through the data analysis module, an individual user or a management user of all levels of environmental protection departments can clearly know the detailed analysis condition of the garbage classification throwing behaviors, so that the environmental protection departments can well monitor, feed back and support the garbage classification guidance and education of people.
Further, as shown in fig. 3, a block diagram of a data analysis module in the intelligent garbage classification system of the present invention is shown, wherein the data analysis module includes:
the personal user registration and authentication management unit 301 is used for implementing video identification, face identification registration, identity card registration, mobile phone number registration and identity authentication management of a personal user, and the unit implements identity registration and authentication management of system users.
The garbage classification judging unit 302 is configured to manage garbage classification judgment data corresponding to personal garbage lost reported by the intelligent garbage collecting point, and supplement or correct the garbage pictures in the garbage attribute management unit, and this unit supplements or corrects the garbage classification judgment and the existing garbage pictures in the knowledge base, and timely and effectively updates the knowledge base module, so as to improve the efficiency and accuracy of the system in subsequent garbage classification.
The individual user garbage throwing behavior detecting unit 303 is configured to detect the abnormal garbage throwing behavior of the individual user based on a preset trend decomposition or pattern recognition algorithm, and when the method is specifically implemented, the preset trend decomposition or pattern recognition algorithm may be obtained by performing modeling and model training in advance according to an actual situation, and is not limited herein, and the abnormal garbage throwing behavior of the individual user may be monitored through the unit.
The individual user garbage throwing behavior analyzing unit 304 is used for predicting the garbage classification knowledge mastering degree, the historical behavior, the trend behavior and the environmental contribution capacity of the individual user based on a preset clustering analysis algorithm in combination with a time sequence.
The detection unit 305 for garbage throwing behaviors in all levels of administrative regions is used for detecting the abnormal garbage throwing behaviors in all levels of administrative regions based on a preset trend decomposition or pattern recognition algorithm.
The garbage throwing behavior analysis unit 306 of each level of jurisdiction is used for predicting the garbage classification current situation and trend behavior of each level of environmental protection department jurisdiction based on a preset cluster analysis algorithm in combination with a time sequence and providing an alarm and early warning scheme on the garbage classification problem aiming at each level of environmental protection department jurisdiction.
And a relevant knowledge management and expert analysis unit 307 for managing a relevant knowledge base and expert analysis data based on a garbage classification policy, garbage knowledge, a garbage putting behavior, a personal user garbage classification management file, a garbage classification management file of each environmental protection department, an automatic auxiliary charging and reward and punishment system.
Further, the junk data application device further comprises a report output module, and the report output module is used for generating environmental protection reports of individual users and users of environmental protection departments at all levels.
The report output module comprises a personal user environment-friendly report generation unit and all levels of environment-friendly department report generation units, wherein the personal user environment-friendly report generation unit is used for generating a column diagram report with fold lines, which comprises the weight, the type, the frequency and the score of the garbage of a personal user. And the report generation unit of each environmental protection department is used for generating a report with a broken line histogram, which comprises the weight, the type, the evaluation rate and the score of garbage collection in the jurisdiction of each environmental protection department. Therefore, the garbage data application device can automatically count and analyze the garbage collection and classification capability analysis results of individuals and environmental protection departments in the management jurisdiction, and has great reference significance for garbage classification environmental protection evaluation.
Further, the garbage data application device further comprises an environment-friendly public number module, and the environment-friendly public number module comprises a garbage classification knowledge popularization unit, a user garbage classification putting monitoring unit and a user management unit. The garbage classification knowledge unit is used for publicizing and popularizing garbage classification knowledge and pushing the garbage classification knowledge to users, and registered users can acquire garbage classification related information in time, so that the timeliness of acquiring the garbage classification related knowledge is improved. In addition, the user garbage classification throwing monitoring unit is used for displaying the garbage classification consistency rate and the garbage throwing abnormal condition of the user, and can timely acquire the specific capacity of the target user for garbage classification to be used as reference. The user management unit is used for managing registered user information and comprises an environment-friendly public number personal interface, environment-friendly public number environment protection department interfaces at all levels and environment-friendly public number administrator interfaces at all levels, information communication interaction can be carried out on required individuals, environment-friendly departments at all levels and managers at all levels through the public number interfaces, and the information interaction and information updating capacity of the intelligent garbage classification system is greatly improved.
The invention also provides an intelligent garbage classification implementation method, as shown in fig. 4, the method comprises the following steps:
s101, garbage collection, garbage treatment and transportation and garbage data collection and report are achieved through a garbage transportation and collection device.
S102, performing data storage, data analysis, statistical form generation and user management on the garbage data reported by the garbage transportation and collection device through a garbage data processing center, and sending the processed application data to the garbage data application device.
S103, receiving the processed application data through a junk data application device, and managing junk classification knowledge and artificially putting junk monitoring data.
Further, in the intelligent garbage classification implementation method, the method further includes:
the user registration and authentication management, the garbage classification judgment, the detection of the abnormal garbage throwing behaviors of individuals and all levels of environmental protection department jurisdictions, the analysis of the garbage throwing behaviors of individuals and all levels of environmental protection department jurisdictions, the management of garbage related knowledge and the analysis of expert data and the generation of the environmental protection reports of the individual users and all levels of environmental protection department users are realized through the garbage data application device.
Further, in the intelligent garbage classification implementation method, the garbage transporting and collecting device comprises an intelligent garbage transporting vehicle and an intelligent garbage collecting point. The garbage data processing center comprises an SQL database, a data analysis server, a report generation server and a user management server; the garbage data application device comprises a knowledge base module, a data analysis module and a report output module.
It is clear to those skilled in the art that, for convenience and brevity of description, specific implementation details recorded in the foregoing system embodiments may be referred to when implementing the method embodiments of the present invention, and are not described herein again.
In summary, compared with the prior art, the intelligent garbage classification system provided by the embodiment of the invention comprises a garbage data processing center, a garbage transportation and collection device and a garbage data application device; the garbage transporting and collecting device realizes garbage collection, garbage treatment and transportation and garbage data acquisition and report; performing data storage, data analysis, statistical form generation and user management on the garbage data reported by the garbage transportation and collection device through a garbage data processing center, and sending the processed application data to a garbage data application device; and receiving the processed application data through a garbage data application device, managing garbage classification knowledge and artificially putting garbage monitoring data.
According to the garbage classification system and the implementation method thereof provided by the embodiment of the invention, the problems of high manpower garbage classification cost, low manpower garbage classification efficiency and poor garbage classification and identification effects are solved; the garbage classification, the analysis of garbage input behaviors of users, user management, garbage classification knowledge management and the like are realized, and the garbage classification method is suitable for environmental protection departments and individual users at all levels needing garbage classification knowledge and environmental protection evaluation.
The above-mentioned embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; such modifications and substitutions do not substantially depart from the spirit and scope of the embodiments of the present invention, and are intended to be included within the scope of the present invention.
Claims (10)
1. An intelligent garbage classification system is characterized by comprising a garbage data processing center, a garbage transportation and collection device and a garbage data application device; wherein the content of the first and second substances,
the garbage data processing center is respectively connected with the garbage transportation and collection device and the garbage data application device, comprises an SQL database, a data analysis server, a report generation server and a user management server, and is used for performing data storage, data analysis, statistical report generation and user management on the garbage data reported to the garbage data processing center and sending the processed application data to the garbage data application device;
the garbage transporting and collecting device comprises an intelligent garbage collecting point and an intelligent garbage transporting vehicle and is used for realizing garbage collection, garbage treatment and transportation and garbage data acquisition and report; the intelligent garbage collection point comprises an intelligent open-cover garbage can, a circular rotating garbage station, cameras, a picture identification chip and a wireless router, wherein the cameras, the picture identification chip and the wireless router are respectively and fixedly arranged on the intelligent open-cover garbage can and the circular rotating garbage station and are used for collecting garbage, shooting and identifying garbage pictures, shooting artificial garbage throwing videos, collecting garbage throwing time and places and reporting collected garbage data to the garbage data processing center in a wireless mode; the garbage data comprises garbage pictures, garbage classification judgment data, garbage throwing video data and garbage throwing time and place data; the intelligent garbage transport vehicle comprises a garbage can scanner, an automatic forklift and a garbage compression hydraulic device and is used for realizing garbage can scanning and identifying, automatic garbage transport and garbage hydraulic treatment;
the garbage data application device comprises a knowledge base module, and the knowledge base module is used for managing garbage classification knowledge and artificially putting garbage monitoring data.
2. The intelligent garbage classification system of claim 1 wherein the knowledge base module comprises:
the classification rule management unit is used for storing and managing the garbage classification rules;
the garbage attribute management unit is used for managing pictures, outlines, data characteristics, purposes, harmfulness and corresponding processing modes of various types of garbage;
the garbage feature learning unit is used for performing data feature learning on each garbage type by using a preset machine learning algorithm so as to improve the garbage classification accuracy;
and the garbage putting monitoring unit is used for managing the time, the place, the garbage types, the garbage pictures, the garbage picture identification data and the garbage classification consistency rate of the individual users for putting garbage.
3. The intelligent garbage classification system according to claim 2, wherein the garbage data application device further comprises a data analysis module, and the data analysis module is used for realizing user registration and authentication management, garbage classification judgment, detection of garbage throwing abnormal behaviors of individuals and all levels of environmental protection departments, analysis of garbage throwing behaviors of individuals and all levels of environmental protection departments, management of garbage related knowledge and expert data analysis.
4. The intelligent garbage classification system of claim 3 wherein the data analysis module comprises:
the personal user registration and authentication management unit is used for realizing video identification, face identification registration, identity card registration, mobile phone number registration and identity authentication management of a personal user;
the garbage classification judging unit is used for managing garbage classification judging data corresponding to personal lost garbage reported by the intelligent garbage collecting point and supplementing or correcting garbage pictures in the garbage attribute management unit;
the individual user garbage throwing behavior detection unit is used for detecting the garbage throwing abnormal behavior of the individual user based on a preset trend decomposition or pattern recognition algorithm;
the individual user garbage throwing behavior analysis unit is used for predicting the garbage classification knowledge mastering degree, the historical behavior, the trend behavior and the environmental protection contribution capacity of the individual user based on a preset clustering analysis algorithm and in combination with the time sequence;
the system comprises a garbage throwing behavior detection unit of each level of administrative region, a garbage throwing behavior detection unit of each level of administrative region and a garbage throwing behavior detection unit of each level of administrative region, wherein the garbage throwing behavior detection unit is used for detecting the garbage throwing abnormal behavior of each level of administrative region based on a preset trend decomposition or pattern recognition algorithm;
the garbage throwing behavior analysis unit of each level of jurisdiction is used for predicting the garbage classification current situation and trend behavior of each level of environmental protection department jurisdiction based on a preset cluster analysis algorithm and combining a time sequence and giving an alarm and early warning scheme on the garbage classification problem aiming at each level of environmental protection department jurisdiction;
and the relevant knowledge management and expert analysis unit is used for managing relevant knowledge bases and expert analysis data based on a garbage classification policy, garbage knowledge, garbage putting behaviors, individual user garbage classification management files, garbage classification management files of environmental protection departments at all levels, an automatic auxiliary charging system and a reward and punishment system.
5. The intelligent garbage classification system according to claim 1, wherein the garbage data application device further comprises a report output module, and the report output module is used for realizing the generation of environmental protection reports for individual users and users of environmental protection departments at all levels; wherein the content of the first and second substances,
the report output module comprises a personal user environment-friendly report generation unit and all levels of environment-friendly department report generation units, wherein the personal user environment-friendly report generation unit is used for generating a column diagram report with broken lines, which comprises the weight, the type, the frequency and the score of the garbage of a personal user; and the report generation unit of each environmental protection department is used for generating a report with a broken line histogram, which comprises the weight, the type, the evaluation rate and the score of garbage collection in the jurisdiction of each environmental protection department.
6. The intelligent garbage classification system according to claim 1, wherein the garbage data application device further comprises an environmental public number module, the environmental public number module comprising a garbage classification knowledge promotion unit, a user garbage classification delivery monitoring unit and a user management unit; the garbage classification knowledge unit is used for publicizing and popularizing garbage classification knowledge and pushing the garbage classification knowledge to a user; the user garbage classified putting monitoring unit is used for displaying the garbage classified consistency rate and the garbage putting abnormal condition of the user; the user management unit is used for managing registered user information and comprises an environment-friendly public number personal interface, environment-friendly department interfaces at all levels of the environment-friendly public number and administrator interfaces at all levels of the environment-friendly public number.
7. The intelligent garbage classification system according to claim 2, wherein the preset machine learning algorithm is one of decision tree, naive bayes, logistic regression, KNN, random forest.
8. An intelligent garbage classification implementation method is characterized by comprising the following steps:
garbage collection, garbage treatment and transportation and garbage data acquisition and report are realized through a garbage transportation and collection device;
performing data storage, data analysis, statistical form generation and user management on the garbage data reported by the garbage transportation and collection device through a garbage data processing center, and sending processed application data to the garbage data application device;
and receiving the processed application data through a garbage data application device, managing garbage classification knowledge and artificially putting garbage monitoring data.
9. The intelligent garbage classification implementation method according to claim 8, further comprising:
the user registration and authentication management, the garbage classification judgment, the detection of the abnormal garbage throwing behaviors of individuals and all levels of environmental protection department jurisdictions, the analysis of the garbage throwing behaviors of individuals and all levels of environmental protection department jurisdictions, the management of garbage related knowledge and the analysis of expert data and the generation of the environmental protection reports of the individual users and all levels of environmental protection department users are realized through the garbage data application device.
10. The intelligent garbage classification implementation method according to claim 8, wherein the garbage transporting and collecting device comprises an intelligent garbage transporting vehicle and an intelligent garbage collecting point; the garbage data processing center comprises an SQL database, a data analysis server, a report generation server and a user management server; the garbage data application device comprises a knowledge base module, a data analysis module and a report output module.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
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| WO2023162226A1 (en) * | 2022-02-28 | 2023-08-31 | 日本電気株式会社 | Evaluation system, evaluation method, and computer-readable medium |
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