CN111340461A - Mine environmental protection butler system - Google Patents
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Abstract
The invention discloses a mine environmental protection housekeeper system, which is respectively connected with a data server through an environmental factor online monitoring device, an environmental protection facility online monitoring device, a data knowledge base and an expert knowledge base and is used for collecting, updating and storing data and information; the mine environment-friendly housekeeper platform is respectively connected with the data server, the data knowledge base and the expert knowledge base, extracts data information and realizes the use and operation of experts and users by connecting an expert interface, a portal website and a mobile phone APP; the mine environmental protection housekeeper platform is divided into 11 sub-modules for management operation, and a user sets the authority of each module to make sure the operation content of managers at all levels; the invention combines the national policy and the standard with the actual situation of the mine, embodies the informatization mode of the mine environment-friendly management work, provides an efficient informatization management means for the mine environment-friendly management work, and helps the mine to realize specialized environment-friendly management.
Description
Technical Field
The invention relates to the technical field of environmental protection management and information intersection, in particular to a mine environmental protection housekeeper system.
Background
The development and utilization of mineral resources not only produce a large amount of wealth, but also directly influence and destroy the ecological environment. Toxic and harmful gas, waste water, dust and noise generated in the process of mining and ore dressing can cause environmental pollution, so that the working condition of the working environment is directly influenced, and the life of people is also seriously influenced.
Environmental protection is more and more emphasized by people, for mines, an environmental protection manager system covering contents such as project establishment, system management, environmental assessment, online monitoring, expert consultation, policy interpretation, risk identification and management and control is an urgent requirement of mine enterprises in response to guidance suggestions of ' making professional people do professional matters ' for enterprise environmental protection by national environmental departments, and the problem that the mine enterprises do not know where to manage, how to manage and have no management means ' for environmental management work is practically solved.
According to environmental information network construction specifications and standard protocols issued by national environmental departments, an environmental protection informatization management system is established by using the latest environmental protection theoretical research results and the Internet of things and big data technology according to mine environmental protection requirements of different environments on the basis of an environmental monitoring point data sensing system.
In order to realize online monitoring and management of the enterprise environmental pollution source, chinese patent CN201921390564.1 discloses an environmental management system, which utilizes informatization technology to realize online uploading of data from a pollution discharge monitoring device, real-time data monitoring and alarming to an overrun system aiming at the pollution discharge monitoring and management of the enterprise. The utility model discloses a through online blowdown management mode improved the efficiency of enterprise to blowdown supervision, but this utility model only relates to the content of emission monitoring to the pollution sources in the environmental protection management.
In order to realize management service for enterprise environment protection, chinese patent CN201710499675.9 discloses an "environment protection householder online service system", which aims at the environment protection management service of a third-party service organization, and realizes remote online service for environmental protection problems, and the system platform also relates to a plurality of environment protection management submodules.
However, in general, the above patents cover the environmental protection management contents not comprehensive and can not be directly applied to the environmental protection management of enterprises in specific fields. For mine enterprises, the realization of an environment protection management full-coverage informatization system taking enterprises as main bodies and expert services as support is a problem which is urgently needed to be solved at present.
Disclosure of Invention
The invention aims to provide a mine environment-friendly housekeeper system which helps mine enterprises to realize professional and efficient environment-friendly management by combining an informatization technology and an environment-friendly management technology so as to solve the problems that the existing environment-friendly management system is not comprehensive in management content and cannot meet the requirement of environment-friendly management in the mine industry.
In order to achieve the purpose, the invention provides the following technical scheme: the utility model provides a mine environmental protection butler system, includes environmental factor on-line monitoring equipment, environmental protection facility on-line monitoring equipment, data server, data knowledge base, expert's interface, portal, cell-phone APP and mine environmental protection butler platform, data server be connected with environmental factor on-line monitoring equipment, environmental protection facility on-line monitoring equipment, data knowledge base, expert's knowledge base, mine environmental protection butler platform respectively, mine environmental protection butler platform is connected with data server, data knowledge base, expert's interface, portal, cell-phone APP respectively, and it connects the communication mode and carries out two-way data information transfer for through wireless network.
Preferably, the wireless communication modules are arranged in the environmental factor online monitoring equipment and the environmental protection facility online monitoring equipment, and the power supply mode of the wireless communication modules is solar power supply and power supply of a power grid; the data server is a cloud server or a physical server.
Preferably, the data knowledge base comprises various knowledge and information which are collected, sorted, organized and stored and are related to the mine environmental protection management.
Preferably, the expert knowledge base comprises the steps of collecting, sorting, organizing and storing various management technical problems related to the environmental protection of the enterprise and the mine and related guidance suggestions provided by the experts.
Preferably, the expert interface is developed based on a secondary interface of a Jquery-easy framework; the portal website and the mobile phone APP are a connecting channel between the system and the user, the rear end of the portal website adopts a JavaSpringmvc framework technology, a Redis cache technology and an MQ message communication mechanism to realize information interaction and alarm pushing, a front end interface is based on secondary development of a Jquery-easy framework, and the mobile phone APP is based on primary development of Android.
Preferably, the mine environmental protection housekeeper platform comprises an environmental protection management system module, an environmental factor identification and control module, an environmental protection propaganda and education module, an environmental protection engineering project module, an environmental protection equipment monitoring module, an expert consultation module, an environmental protection event management module, an environmental protection performance management module, an environmental inspection module, a solid waste management module and a report analysis module.
Preferably, the environmental protection management system module, the environmental factor recognition and control module, the environmental protection propaganda and education module, the environmental protection engineering project module, the environmental protection equipment monitoring module, the expert consultation module, the environmental protection event management module, the environmental protection performance management module, the environmental inspection module, the solid waste management module and the report analysis module are provided with background authority configuration.
Compared with the prior art, the invention has the following beneficial effects:
1. the mine environmental protection housekeeper system can realize specialized and efficient management of mine environmental protection, combines relevant specifications and requirements made by national environmental departments on mine environmental protection management with basic conditions of mine industry, embodies the informatization mode of mine environmental management work, solves the problem that mine enterprises do not know where to manage and how to manage, provides an informatization efficient management means, and helps mines to realize specialized environmental protection management.
2. The mine environmental protection housekeeping system has static and dynamic informatization management modes, not only comprises static informatization document management such as information input and statistical analysis, but also comprises dynamic informatization processes such as consultation interaction and real-time monitoring alarm, and interaction management, and effectively improves the efficiency of enterprise environmental protection management and the execution force of managers through the dynamic and static informatization management modes.
3. The mine environmental protection housekeeper system applies two knowledge base technologies of an expert knowledge base and a data knowledge base, solves the difficult problem of mine environmental protection management through expert consultation, technical guidance and matching analysis, obtains effective environmental protection management key data and information through information statistics and big data analysis, and supports and serves mine environmental protection, high efficiency and specialized management.
4. This mine environmental protection butler system combines together information technology and environmental protection management technology, and the actual operation adopts the authority management mode, carries out the authority according to mine actual conditions system backstage and distributes, reduces the redundant operation of system, effectively improves system security, reduces risks such as data reveal, and managers at different levels can make clear management work content, forms clear simplified work flow.
Drawings
FIG. 1 is a system structure connection diagram of the environmental protection system of the mine;
FIG. 2 is a schematic diagram of the internal module structure of the environment-friendly housekeeping platform for mines according to the present invention.
In the figure: 1. an environmental factor on-line monitoring device; 2. an environmental protection facility on-line monitoring device; 3. a data server; 4. a data repository; 5. an expert knowledge base; 6. an expert interface; 7. a web portal; 8. a mobile phone APP; 9. a mine environmental protection housekeeper platform; 901. an environmental protection management system module; 902. an environment factor identification and control module; 903. an environment-friendly propaganda and education module; 904. an environmental engineering project module; 905. an environmental protection equipment monitoring module; 906. an expert consultation module; 907. an environmental event management module; 908. an environmental performance management module; 909. an environment inspection module; 910. a solid waste management module; 911. and a report analysis module.
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.
Referring to fig. 1, a mine environmental protection housekeeping system includes an environmental factor online monitoring device 1, an environmental protection facility online monitoring device 2, a data server 3, a data knowledge base 4, an expert knowledge base 5, an expert interface 6, a portal 7, a mobile phone APP8 and a mine environmental protection housekeeping platform 9, and the connection relationship is as follows:
the environment factor online monitoring equipment 1 is connected with the data server 3, the environment factor parameter values acquired in real time are wirelessly transmitted to the data server 3, the environmental protection facility online monitoring equipment 2 is connected with the data server 3, the equipment running state quantity parameter values acquired in real time are wirelessly transmitted to the data server 3, and the data server 3 is connected with the environment factor online monitoring equipment 1, the environmental protection facility online monitoring equipment 2, the data knowledge base 4 and the expert knowledge base 5, so that the acquisition, the updating and the storage of various data are realized; the data knowledge base 4 is connected with the mine environment-friendly housekeeping platform 9 and the data server 3, and by extracting various data stored in enterprise environment-friendly management, big data analysis is carried out to obtain enterprise environment-friendly management key data suitable for different environments, and the enterprise environment-friendly management key data are fed back to the mine environment-friendly housekeeping platform 9; the expert knowledge base 5 is connected with the mine environment-friendly housekeeper platform 9 and the data server 3, acquires expert guidance opinions, performs condition screening and rule matching on expert guidance suggestions suitable for the actual environment, feeds information back to the mine environment-friendly housekeeper platform 9, and stores the information in the data server 3; the expert interface 6 is connected with the mine environment-friendly housekeeper platform 9, and an expert acquires consultation information and enterprise environment conditions through a system background interface and simultaneously feeds back guidance suggestions; the portal website 7 is connected with the mine environment-friendly housekeeper platform 9, and the portal website 7 is used as an operation channel between the system and the user to provide operation management and information display of the enterprise user webpage end and realize environment-friendly informatization management of the enterprise user; cell-phone APP8 is connected with mine environmental protection butler platform 9, and cell-phone APP8 provides enterprise user mobile terminal operation management and information display as the operation passageway between system and the user.
In the above embodiment, the data server 3 is respectively connected to the environmental factor online monitoring device 1, the environmental protection facility online monitoring device 2, the data knowledge base 4, the expert knowledge base 5, and the mine environmental protection housekeeping platform 9 is respectively connected to the data server 3, the data knowledge base 4, the expert knowledge base 5, the expert interface 6, the portal 7, and the mobile APP8, and the connection communication modes are all bidirectional data information transmission through a wireless network.
In the above embodiment, the online environmental factor detection device 1 is configured to collect environmental factor values such as dust, noise, sewage discharge flow, PH value and the like in a plurality of workshops such as a mine stope, a stope and the like, and remotely transmit data to the data server 3 through a wireless module arranged in the online environmental factor detection device 1, and the online environmental factor detection device 1 can selectively supply power to a solar power supply and a power grid according to a power supply mode of mine field condition equipment.
In the above embodiment, the data server 3 is used for updating, processing, storing and forwarding various data of the system, and the data server 3 may be a cloud server or a physical server.
In the above embodiment, the data knowledge base 4 is used to collect, organize, and store various kinds of knowledge and information related to mine environmental management, encode and digitize the implicit mine environmental management knowledge, so that the information and knowledge become ordered from a chaotic state, and provide effective application means to spread, share, and utilize the knowledge and information that are critical in the mine environmental management.
In the above embodiment, the expert knowledge base 5 is used to collect, organize, and store various management technical problems related to the environmental protection of the enterprise mine and related guidance suggestions provided by each expert, and effective guidance suggestions suitable for the environmental protection management of different mines under complex conditions are obtained through the knowledge base and the expert reasoning mode.
In the above embodiment, the expert interface 6 is used as an operation channel between the system and the expert, the expert can guide the enterprise to perform environmental protection management work or solve the problem of enterprise consultation at regular time on line in the background by logging in the expert interface 6, and the expert interface 6 is a secondary interface development based on the Jquery-easy framework.
In the above embodiment, the portal 7 and the mobile phone APP8 are connection channels between the system and the user, the user logs in the mine environmental protection manager portal 7 to realize specific operation and information check of enterprise environmental protection management, the rear end of the portal 7 adopts javasspringmvc framework technology, Redis caching technology and MQ message communication mechanism to realize information interaction and alarm push, and the front end interface is based on secondary development of Jquery-easy framework.
In the above embodiment, the mobile phone APP8 serves as an operation channel between the system and the user, the user can check specific operations and information of enterprise environmental protection management by logging in the mine environmental protection manager mobile phone APP8, and the mobile phone APP8 is native development based on Android.
Referring to fig. 2, in the above embodiment, the mine environmental protection steward platform 9 is a core of the mine environmental protection steward system, and implements acquisition, recording, statistics, classification and management operations of various basic data and intermediate data in enterprise environmental protection management through an internal modular structural relationship, wherein the mine environmental protection steward platform 9 includes an environmental protection management system module 901, an environmental factor identification and control module 902, an environmental protection propaganda and education module 903, an environmental protection project module 904, an environmental protection equipment monitoring module 905, an expert consultation module 906, an environmental protection event management module 907, an environmental protection performance management module 908, an environmental inspection module 909, a solid waste management module 910 and a report analysis module 911.
In this embodiment, the environmental management system module 901 is used to upload environmental management system files and related files made by an enterprise, and enterprise managers obtain the related files through platform query.
In this embodiment, the environment factor identifying and controlling module 902 is used for uploading an environment factor identifying information table, a company leader, and environmental department query information to each workshop.
In this embodiment, the environmental protection propaganda and education module 903 is used for uploading data of three-level training of environmental protection personnel, and is divided into a company level, a workshop level and a team level, and the module is divided into authorities for inquiry and management; uploading the monthly ring committee conference summary, including companies and all workshops, and performing rights management.
In this embodiment, the environmental engineering project module 904 is used for uploading environmental engineering project data, counting project information, and viewing the module by the authority department, so that the security department personnel or leader can print and download the data from the system.
In this embodiment, the environmental protection equipment monitoring module 905 is used for monitoring and analyzing dust, noise, waste gas and sewage in each mine area, performing alarm management on monitored data points, recording upper and lower limits of data by a system, performing early warning and alarm on related personnel, and performing early warning when a critical value is reached; alarming when the critical value is reached or exceeded, labeling with distinctive information such as different sounds and colors, and sending short messages to related personnel.
In this embodiment, the expert consulting module 906 is configured to enable an expert to read the problem of the enterprise consultation and enter guidance opinions for the problem, and set the authority of the expert and the user.
In this embodiment, the environmental protection event management module 907 is used for recording pollution accidents in each workshop, and the leaders and the personnel related to the environmental protection department can check the information but cannot modify the information, so that the modules have certain authority relationship.
In this embodiment, the environmental performance management module 908 is configured by an environmental protection department to make a performance assessment scheme, which is embodied in the platform module, automatically performs performance assessment on each workshop according to the assessment scheme, and issues the performance assessment to each workshop in the form of an electronic chart and an electronic hidden danger notice, and sets authority management, so that people with different authorities can only view data in the authority.
In this embodiment, the environmental inspection module 909 is used by the environmental protection department of the company and the workshops to perform two-stage environmental inspection, and the environmental protection department enters daily inspection, end-of-month inspection, quarter inspection, provincial and municipal supervision data of each workshop to set authority management, and each workshop can only be checked but is not allowed to be modified.
In this embodiment, the solid waste management module 910 uploads solid waste related data from each workshop according to the solid waste level, and sets permissions of checking, modifying and the like of workshops, departments, and company leaders.
In this embodiment, the report analysis module 911 is configured to automatically generate a statistical report of environmental management related data information, and perform analysis from different dimensions, for example: and according to the factors such as projects, time (sections), workshops and performance assessment, the display is realized by a graphical interface and is realized at a PC (personal computer) end and a mobile phone end.
In this embodiment, the authority management related to the environmental protection management system module 901, the environmental factor identification and control module 902, the environmental protection propaganda and education module 903, the environmental protection engineering project module 904, the environmental protection equipment monitoring module 905, the expert consultation module 906, the environmental protection event management module 907, the environmental protection performance management module 908, the environmental inspection module 909, the solid waste management module 910 and the report analysis module 911 includes the rights of information entry, lookup, modification and management operations of various workshops, departments, company leaders and experts of mine enterprises, the right setting is classified into right and no right, and the right configuration can be set according to actual conditions such as organizational structures and management systems of different mine enterprises.
For further better illustration of the invention, the following specific examples are also provided:
the first embodiment is as follows:
the system disclosed by the embodiment of the invention is applied to environment-friendly management work of a certain surface mine, and professional and efficient management of enterprise environment protection is realized through an information management means.
The specific work flow of the enterprise environmental protection management is carried out according to a system structure connection schematic diagram which is shown in figure 1 and used for carrying out environmental protection management on a certain surface mine; the environmental factor online monitoring equipment 1 and the environmental protection facility online monitoring equipment 2 acquire environmental factor data such as dust, noise, drainage flow, PH value and the like of a real-time stope, a refuse dump and a tailing pond and acquire equipment running state data in an organized discharge and sewage discharge facility by using a hardware sensor, the environmental factor data are uploaded to a data server 3 at the cloud end through a wireless network, and a mine environmental protection housekeeper platform 9 extracts related data information from the data server 3; the expert acquires the environmental protection problems and the enterprise environmental conditions of enterprise consultation through the expert interface 6 and feeds back the guidance suggestions to the mine environmental protection housekeeping platform 9, and the mine environmental protection housekeeping platform 9 screens and matches the acquired expert guidance information with the information of the expert knowledge base 5 to obtain the guidance suggestions suitable for the enterprise environmental protection management; the mine environmental protection housekeeping platform 9 counts up each item of data record that produces in the system management operation, uploads to the data knowledge base 4 and carries out big data analysis, obtains this enterprise's environmental protection management's key information to with data storage to data server 3, the mine environmental protection housekeeping platform 9 demonstrates each item environmental protection data and the operation information that obtain for the managers of enterprise through web portal 7, cell-phone APP 8.
Management personnel of each level of an enterprise log in a portal website 7 or a mobile phone APP8, as shown in a schematic structural diagram of internal modules of a mine environmental protection manager platform 9 for environment protection management of a certain open mine in fig. 2, the internal modules are divided into 11 content modules to operate and manage the environmental protection of the enterprise, the mine environmental protection manager platform 9 comprises an environmental protection management system module 901, an environmental factor identification and control module 902, an environmental protection propaganda and education module 903, an environmental protection project module 904, an environmental protection equipment monitoring module 905, an expert consultation module 906, an environmental protection event management module 907, an environmental protection performance management module 908, an environmental inspection module 909, a solid waste management module 910 and a report analysis module 911, and the modules are set through authority limits to determine the specific environment protection management operation content of the management personnel of each level of the enterprise.
In summary, the following steps: the mine environmental protection housekeeper system provided by the invention is respectively connected with a data server 3 through an environmental factor online monitoring device 1, an environmental protection facility online monitoring device 2, a data knowledge base 4 and an expert knowledge base 5, and is used for acquiring, updating and storing data and information; the mine environmental protection housekeeper platform 9 is respectively connected with the data server 3, the data knowledge base 4 and the expert knowledge base 5, extracts data information and realizes the use operation of experts and users by connecting an expert interface 6, a portal website 7 and a mobile phone APP 8; the mine environmental protection housekeeper platform 9 is divided into an environmental protection management system module 901, an environmental factor identification and control module 902, an environmental protection propaganda and education module 903, an environmental protection project module 904, an environmental protection equipment monitoring module 905, an expert consultation module 906, an environmental protection event management module 907, an environmental protection performance management module 908, an environmental inspection module 909, a solid waste management module 910 and a report analysis module 911 to perform management operation, and a user performs authority setting on each module to determine the operation content of managers at all levels; the invention combines the national policy and the standard with the actual situation of the mine, embodies the informatization mode of the mine environment-friendly management work, provides an efficient informatization management means for the mine environment-friendly management work, and helps the mine to realize specialized environment-friendly management.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
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 utility model provides a mine environmental protection butler system, includes environmental factor on-line monitoring equipment (1), environmental protection facility on-line monitoring equipment (2), data server (3), data knowledge base (4), expert knowledge base (5), expert interface (6), portal (7), cell-phone APP (8) and mine environmental protection butler platform (9), its characterized in that: data server (3) be connected with environmental factor on-line monitoring equipment (1), environmental protection facility on-line monitoring equipment (2), data knowledge base (4), expert knowledge base (5), mine environmental protection housekeeper platform (9) respectively, mine environmental protection housekeeper platform (9) are connected with data server (3), data knowledge base (4), expert knowledge base (5), expert interface (6), portal (7), cell-phone APP (8) respectively, and its connection communication mode is for carrying out two-way data information transmission through wireless network.
2. The mine environmental protection housekeeper system of claim 1, characterized in that: the environment factor online monitoring equipment (1) and the environmental protection facility online monitoring equipment (2) are internally provided with wireless communication modules, and the power supply modes of the wireless communication modules are solar power supply and power grid power supply; the data server (3) is a cloud server or a physical server.
3. The mine environmental protection housekeeper system of claim 1, characterized in that: the data knowledge base (4) comprises various knowledge and information which are related to mine environmental protection management and are collected, sorted, organized and stored.
4. The mine environmental protection housekeeper system of claim 1, characterized in that: the expert knowledge base (5) comprises various management technical problems related to enterprise mine environmental protection and related guidance suggestions provided by various experts, which are collected, arranged, organized and stored.
5. The mine environmental protection housekeeper system of claim 1, characterized in that: the expert interface (6) is developed based on a secondary interface of a Jquery-easy framework; the portal website (7) and the mobile phone APP (8) are a connecting channel of the system and the user, the rear end of the portal website (7) adopts a JavaSpringmvc framework technology, a Redis cache technology and an MQ message communication mechanism to realize information interaction and alarm pushing, a front end interface is developed secondarily based on a Jquery-easy framework, and the mobile phone APP (8) is developed primarily based on Android.
6. The mine environmental protection housekeeper system of claim 1, characterized in that: the mine environmental protection housekeeper platform (9) comprises an environmental protection management system module (901), an environmental factor identification and control module (902), an environmental protection propaganda and education module (903), an environmental protection engineering project module (904), an environmental protection equipment monitoring module (905), an expert consultation module (906), an environmental protection event management module (907), an environmental protection performance management module (908), an environmental inspection module (909), a solid waste management module (910) and a report analysis module (911).
7. The mine environmental protection housekeeper system of claim 6, wherein: the environmental protection management system module (901), the environmental factor identification and control module (902), the environmental protection propaganda and education module (903), the environmental protection project module (904), the environmental protection equipment monitoring module (905), the expert consultation module (906), the environmental protection event management module (907), the environmental protection performance management module (908), the environmental inspection module (909), the solid waste management module (910) and the report analysis module (911) are provided with background authority configuration.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010278756.8A CN111340461A (en) | 2020-04-10 | 2020-04-10 | Mine environmental protection butler system |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010278756.8A CN111340461A (en) | 2020-04-10 | 2020-04-10 | Mine environmental protection butler system |
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| Publication Number | Publication Date |
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| CN111340461A true CN111340461A (en) | 2020-06-26 |
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| CN202010278756.8A Pending CN111340461A (en) | 2020-04-10 | 2020-04-10 | Mine environmental protection butler system |
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| CN (1) | CN111340461A (en) |
Cited By (1)
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| CN112766905A (en) * | 2021-01-20 | 2021-05-07 | 付小龙 | Environmental monitoring is with exchanging platform based on artificial intelligence |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN112766905A (en) * | 2021-01-20 | 2021-05-07 | 付小龙 | Environmental monitoring is with exchanging platform based on artificial intelligence |
| CN112766905B (en) * | 2021-01-20 | 2024-04-19 | 杭州鸿志园林市政工程有限公司 | Alternating current platform for environment monitoring based on artificial intelligence |
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