CN115060321B - Environmental information integrated monitoring method, system, terminal and medium for municipal engineering - Google Patents
Environmental information integrated monitoring method, system, terminal and medium for municipal engineering Download PDFInfo
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Abstract
The invention discloses an environmental information integrated monitoring method, a system, a terminal and a medium for municipal engineering, relating to the technical field of environmental monitoring, and the technical scheme is as follows: determining a correlation value according to the correlation between the monitoring equipment A and the monitoring equipment B, and generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A reaches the correlation value; controlling the monitoring equipment B in the same monitoring unit to start and operate in the current monitoring period according to the associated starting signal; the monitoring unit at least comprises N monitoring modules, and each monitoring module is provided with N monitoring devices with incidence relation; when the monitoring unit is initially started, each monitoring module starts one monitoring device, and the started monitoring devices are different among different monitoring modules. The invention can greatly reduce the energy consumption of the integrated monitoring operation of the environmental information and simultaneously prolong the service cycle of the monitoring equipment.
Description
Technical Field
The invention relates to the technical field of environmental monitoring, in particular to an environmental information integrated monitoring method, a system, a terminal and a medium for municipal engineering.
Background
The environmental monitoring mainly comprises the steps of monitoring environmental condition data in real time by using equipment such as a sensor and a monitoring instrument, wherein monitoring projects mainly cover atmosphere, water quality, soil, noise, radiation, solid waste, pesticides and the like, are generally used for detecting regional environments such as municipal engineering, ecological environment, large-scale factories and the like, and are particularly more widely applied to partial engineering projects which have great influence on the life of people.
At present, environmental monitoring of a target area mainly integrates various monitoring instruments to form one monitoring point, and a plurality of monitoring points are distributed in the target area in a distributed manner to cover the whole target area. However, when a monitoring system in a target area normally operates, different monitoring points and different monitoring instruments in the same monitoring point all adopt a synchronous operation mode to monitor in real time, and on one hand, the acquired environmental data volume is large, so that the later-stage data analysis is not facilitated; on the other hand, all monitoring instruments run synchronously, so that the consumed resources are large, and the service life of the monitoring instruments is easy to reduce due to long-time uninterrupted running.
Therefore, how to research and design an integrated monitoring method, system, terminal and medium for municipal engineering environmental information, which can overcome the above defects, is a problem that needs to be solved urgently at present.
Disclosure of Invention
In order to overcome the defects in the prior art, the invention aims to provide an environmental information integrated monitoring method, system, terminal and medium for municipal engineering, which can greatly reduce the energy consumption of environmental information integrated monitoring operation and prolong the service cycle of monitoring equipment.
The technical purpose of the invention is realized by the following technical scheme:
in a first aspect, a municipal engineering environment information integrated monitoring method is provided, which comprises the following steps:
determining a correlation value according to the correlation between the monitoring equipment A and the monitoring equipment B, and generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A reaches the correlation value;
controlling the monitoring equipment B in the same monitoring unit to start and operate in the current monitoring period according to the associated starting signal;
each monitoring unit at least comprises N monitoring modules, the monitoring modules are arranged at different monitoring points in a target area, and each monitoring module is provided with N monitoring devices with incidence relation;
and when the monitoring units are initially started, each monitoring module starts one monitoring device, and the started monitoring devices among different monitoring modules are different, so that at least N different monitoring devices are always kept in each monitoring unit to be started and operated at different monitoring points.
Furthermore, the monitoring points in the same monitoring unit are distributed in an N-edge structure or an N multiplied by N matrix.
Further, the monitoring unit is provided with a control terminal, and the control terminal comprises:
the code generation unit is used for randomly generating a code sequence consisting of N codes, and the N codes correspond to N different monitoring devices;
and the controller is used for restarting the monitoring unit initially according to the coding sequence after each monitoring period is finished and controlling the corresponding monitoring equipment B to start according to the associated starting signal.
Further, the control terminal further includes:
the data storage unit is used for storing the environmental data collected by all the monitoring devices in a classified manner;
and the signal transceiving unit is used for transmitting the environmental data acquired by the monitoring equipment to an upper computer and transmitting the control signal transmitted by the upper computer to the controller.
Further, the determining process of the correlation value specifically includes:
analyzing historical data collected by the monitoring equipment A and the monitoring equipment B in the same type of region through a linear regression model to obtain a regression function;
and determining a critical value for starting the monitoring equipment B, and inputting the critical value into a regression function to obtain a correlation value for starting the monitoring equipment B by the monitoring equipment A in a correlation mode.
Further, when the regression function represents that the monitoring equipment A and the monitoring equipment B are in positive correlation, and the monitoring value output by the monitoring equipment A is greater than or equal to the correlation value, generating a corresponding correlation starting signal;
and when the regression function represents that the monitoring equipment A and the monitoring equipment B are in negative correlation, and the monitoring value output by the monitoring equipment A is smaller than or equal to the correlation value, generating a corresponding correlation starting signal.
Further, the monitoring equipment comprises at least three of a temperature sensor, a humidity sensor, a noise detector, an air quality detector, a dust concentration detector, a harmful gas detector, a particulate matter detector, a radiation detector, a water quality detector and a soil detector.
In a second aspect, an integrated environmental information monitoring system for municipal engineering is provided, including:
the signal generating unit is used for determining a correlation value according to the correlation between the monitoring equipment A and the monitoring equipment B, and generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A reaches the correlation value;
the related starting unit is used for controlling the monitoring equipment B in the same monitoring unit to start and operate in the current monitoring period according to the related starting signal;
each monitoring unit at least comprises N monitoring modules, the monitoring modules are arranged at different monitoring points in a target area, and each monitoring module is provided with N monitoring devices with incidence relation;
and when the monitoring units are initially started, each monitoring module starts one monitoring device, and the started monitoring devices of different monitoring modules are different, so that at least N different monitoring devices are always started and operated at different monitoring points in each monitoring unit.
In a third aspect, a computer terminal is provided, which includes a memory, a processor and a computer program stored in the memory and executable on the processor, and when the processor executes the computer program, the method for integrated monitoring of environmental information for municipal engineering according to any one of the first aspect is implemented.
In a fourth aspect, a computer readable medium is provided, on which a computer program is stored, the computer program being executed by a processor, and the method for integrated monitoring of environmental information for municipal engineering according to any one of the first aspect can be implemented.
Compared with the prior art, the invention has the following beneficial effects:
1. according to the integrated monitoring method for the environmental information for the municipal engineering, when the monitoring module in each monitoring point is initially started, only one monitoring device is started, and the monitoring devices started by different monitoring modules are different, so that the area where the monitoring unit is located can be covered by only N different monitoring devices; when a certain monitoring device A reaches the configured correlation value, the condition that the item monitored by the monitoring device B which has the correlation with the monitoring device A possibly does not reach the standard is shown, so that the monitoring device B in the same monitoring unit is controlled to start according to the correlation starting signal triggered by the monitoring device A, the energy consumption of environment information integration monitoring operation can be greatly reduced, and the service cycle of the monitoring device is prolonged;
2. the invention takes the monitoring period as unit time to carry out initial restart on the monitoring equipment in each monitoring unit, and randomly determines the specific monitoring equipment which is initially started in different monitoring modules in a random coding mode, thereby not only being capable of keeping all the monitoring equipment started once at each monitoring point in a certain time, but also being capable of reducing the influence of external factors on the monitoring result and enhancing the reliability and stability of environmental information monitoring;
3. in the invention, each monitoring device can be provided with a plurality of correlation values, and the correlation values among the monitoring devices with correlation can be mutually set, so that the correlation starting response among the monitoring devices is flexible, and the comprehensiveness of environmental information monitoring is effectively ensured;
4. according to the invention, the two monitoring devices are analyzed through the linear regression model, and the correlation value of the other monitoring device with the correlation relation is obtained according to the critical value of one monitoring device, so that the correlation starting mode is more accurate and reliable.
Drawings
The accompanying drawings, which are included to provide a further understanding of the embodiments of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the principles of the invention. In the drawings:
FIG. 1 is a flow chart in an embodiment of the invention;
fig. 2 is a block diagram of a system in an embodiment of the invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is further described in detail below with reference to examples and accompanying drawings, and the exemplary embodiments and descriptions thereof are only used for explaining the present invention and are not meant to limit the present invention.
Example 1: the integrated monitoring method of the environmental information for the municipal engineering is shown in figure 1, each target area is provided with at least one monitoring unit, each monitoring unit at least comprises N monitoring modules, the monitoring modules are arranged at different monitoring points in the target area, and each monitoring module is provided with N monitoring devices with incidence relation.
When the monitoring units are initially started, each monitoring module starts one monitoring device, and the started monitoring devices among different monitoring modules are different, so that at least N different monitoring devices are always kept in each monitoring unit to be started and operated at different monitoring points.
The method comprises the following concrete steps: determining a correlation value according to the correlation between the monitoring equipment A and the monitoring equipment B, and generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A reaches the correlation value; and controlling the monitoring equipment B in the same monitoring unit to start operation in the current monitoring period according to the associated starting signal.
It should be noted that each monitoring unit may operate independently, and monitoring items in different monitoring units may be the same or different, which is not limited herein.
When the monitoring module in each monitoring point is initially started, only one monitoring device is started, and the monitoring devices started by different monitoring modules are different, so that the area where the monitoring unit is located can be covered by only N different monitoring devices; when a certain monitoring device A reaches the configured correlation value, the condition that the item monitored by the monitoring device B which has the correlation with the monitoring device A possibly does not reach the standard is shown, so that the monitoring device B in the same monitoring unit is controlled to start according to the correlation starting signal triggered by the monitoring device A, the energy consumption of environment information integration monitoring operation can be greatly reduced, and the service cycle of the monitoring device is prolonged.
Monitoring points in the same monitoring unit are distributed in an N-edge structure, or in an N multiplied by N matrix, wherein each column or row in the matrix comprises N different monitoring devices.
In this embodiment, the monitoring unit is provided with a control terminal, and the control terminal includes a code generation unit and a controller. The monitoring device comprises a code generation unit, a monitoring unit and a control unit, wherein the code generation unit is used for randomly generating a code sequence consisting of N codes, and the N codes correspond to N different monitoring devices; and the controller is used for initially starting the monitoring unit again according to the coding sequence after each monitoring period is finished and controlling the corresponding monitoring equipment B to start according to the associated starting signal.
The invention takes the monitoring period as unit time to carry out initial restart on the monitoring equipment in each monitoring unit, and randomly determines the specific monitoring equipment which is initially started in different monitoring modules in a random coding mode, thereby not only maintaining all the monitoring equipment which is started once at each monitoring point in a certain time, but also reducing the influence of external factors on the monitoring result and enhancing the reliability and stability of environmental information monitoring.
In addition, the control terminal also comprises a data storage unit and a signal transceiving unit. The data storage unit is used for storing the environmental data collected by all the monitoring devices in a classified manner; and the signal receiving and transmitting unit is used for transmitting the environmental data acquired by the monitoring equipment to the upper computer and transmitting the control signal sent by the upper computer to the controller.
The determination process of the correlation value specifically includes: analyzing historical data collected by the monitoring equipment A and the monitoring equipment B in the same type of region through a linear regression model to obtain a regression function; and determining a critical value for starting the monitoring equipment B, and inputting the critical value into the regression function to obtain a correlation value for starting the monitoring equipment B by the monitoring equipment A in a correlation mode.
It should be noted that each monitoring device in the invention can set a plurality of correlation values, and the correlation values between the monitoring devices having correlation can be set mutually, so that the correlation starting response between the monitoring devices is flexible, and the comprehensiveness of the environmental information monitoring is effectively ensured;
specifically, when the regression function represents that the monitoring device a and the monitoring device B are in positive correlation, and the monitoring value output by the monitoring device a is greater than or equal to the correlation value, a corresponding correlation start signal is generated. And when the regression function represents that the monitoring equipment A and the monitoring equipment B are in negative correlation, and the monitoring value output by the monitoring equipment A is smaller than or equal to the correlation value, generating a corresponding correlation starting signal.
According to the invention, the two monitoring devices are analyzed through the linear regression model, and the correlation value of the other monitoring device with the correlation relation is obtained according to the critical value of one monitoring device, so that the correlation starting mode is more accurate and reliable.
It should be noted that, in order to further improve the accuracy, other correlation analysis methods may also be used to perform nonlinear correlation analysis, such as a curve function, on two monitoring items that do not have a linear relationship.
In this embodiment, the monitoring device includes, but is not limited to, a temperature sensor, a humidity sensor, a noise detector, an air quality detector, a dust concentration detector, a harmful gas detector, a particulate matter detector, a radiation detector, a water quality detector, a soil detector, and generally, the monitoring module is not less than the device instruments of three different monitoring items.
In addition, the environmental information integrated monitoring method can also be suitable for the integrated monitoring of environmental information in areas such as ecological environment, large-scale factories and the like.
Example 2: the municipal engineering environment information integrated monitoring system is used for realizing the monitoring method described in embodiment 1, and as shown in fig. 2, each monitoring module is provided with a signal generation unit and an associated starting unit. And the signal generating unit is used for determining a correlation value according to the correlation between the monitoring equipment A and the monitoring equipment B, and generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A reaches the correlation value. And the associated starting unit is used for controlling the monitoring equipment B in the same monitoring unit to start running in the current monitoring period according to the associated starting signal.
Each monitoring unit at least comprises N monitoring modules, the monitoring modules are arranged at different monitoring points in a target area, and each monitoring module is provided with N monitoring devices with incidence relation; when the monitoring units are initially started, each monitoring module starts one monitoring device, and the started monitoring devices among different monitoring modules are different, so that at least N different monitoring devices are always kept in each monitoring unit to be started and operated at different monitoring points.
The working principle is as follows: when the monitoring module in each monitoring point is initially started, only one monitoring device is started, and the monitoring devices started by different monitoring modules are different, so that the area where the monitoring unit is located can be covered by only N different monitoring devices; when a certain monitoring device A reaches the configured correlation value, the condition that the item monitored by the monitoring device B which has the correlation with the monitoring device A possibly does not reach the standard is shown, so that the monitoring device B in the same monitoring unit is controlled to start according to the correlation starting signal triggered by the monitoring device A, the energy consumption of environment information integration monitoring operation can be greatly reduced, and the service cycle of the monitoring device is prolonged.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The above embodiments are provided to further explain the objects, technical solutions and advantages of the present invention in detail, it should be understood that the above embodiments are merely exemplary embodiments of the present invention and are not intended to limit the scope of the present invention, and any modifications, equivalents, improvements and the like made within the spirit and principle of the present invention should be included in the scope of the present invention.
Claims (8)
1. The integrated monitoring method of the environmental information for municipal engineering is characterized by comprising the following steps:
determining a correlation value according to the correlation between the monitoring equipment A and the monitoring equipment B, and generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A reaches the correlation value;
controlling the monitoring equipment B in the same monitoring unit to start and operate in the current monitoring period according to the associated starting signal;
each monitoring unit at least comprises N monitoring modules, the monitoring modules are arranged at different monitoring points in a target area, and each monitoring module is provided with N monitoring devices with incidence relation;
when the monitoring units are initially started, each monitoring module starts one monitoring device, and the started monitoring devices of different monitoring modules are different, so that at least N different monitoring devices are always started and operated at different monitoring points in each monitoring unit;
the determination process of the correlation value specifically comprises the following steps:
analyzing historical data collected by the monitoring equipment A and the monitoring equipment B in the same type of region through a linear regression model to obtain a regression function;
determining a critical value for starting the monitoring equipment B, and inputting the critical value into a regression function to obtain a correlation value for starting the monitoring equipment B by the monitoring equipment A in a correlation manner;
if the regression function representation monitoring equipment A and the monitoring equipment B are in positive correlation, generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A is greater than or equal to the correlation value;
and if the regression function represents that the monitoring equipment A and the monitoring equipment B are in negative correlation, generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A is less than or equal to the correlation value.
2. The integrated monitoring method for the environmental information for municipal engineering according to claim 1, wherein the monitoring points in the same monitoring unit are distributed in an N-sided polygon structure or N x N matrix.
3. The integrated monitoring method for the environmental information for municipal engineering according to claim 1, wherein the monitoring unit is provided with a control terminal, and the control terminal comprises:
the code generation unit is used for randomly generating a code sequence consisting of N codes, and the N codes correspond to N different monitoring devices;
and the controller is used for restarting the monitoring unit initially according to the coding sequence after each monitoring period is finished and controlling the corresponding monitoring equipment B to start according to the associated starting signal.
4. The integrated monitoring method for the environmental information for municipal engineering according to claim 3, wherein the control terminal further comprises:
the data storage unit is used for storing the environmental data collected by all the monitoring devices in a classified manner;
and the signal receiving and transmitting unit is used for transmitting the environmental data acquired by the monitoring equipment to the upper computer and transmitting the control signal sent by the upper computer to the controller.
5. The integrated monitoring method for the environmental information for municipal engineering according to claim 1, wherein the monitoring equipment comprises at least three of a temperature sensor, a humidity sensor, a noise detector, an air quality detector, a dust concentration detector, a harmful gas detector, a particulate matter detector, a radiation detector, a water quality detector, and a soil detector.
6. Environmental information integrated monitoring system for municipal works, characterized by includes:
the signal generating unit is used for determining a correlation value according to the correlation between the monitoring equipment A and the monitoring equipment B, and generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A reaches the correlation value;
the related starting unit is used for controlling the monitoring equipment B in the same monitoring unit to start and operate in the current monitoring period according to the related starting signal;
each monitoring unit at least comprises N monitoring modules, the monitoring modules are arranged at different monitoring points in a target area, and each monitoring module is provided with N monitoring devices with incidence relation;
when the monitoring units are initially started, each monitoring module starts one monitoring device, and the started monitoring devices of different monitoring modules are different, so that at least N different monitoring devices are always started and operated at different monitoring points in each monitoring unit;
the determination process of the correlation value specifically includes:
analyzing historical data collected by the monitoring equipment A and the monitoring equipment B in the same type of region through a linear regression model to obtain a regression function;
determining a critical value for starting the monitoring equipment B, and inputting the critical value into a regression function to obtain a correlation value for starting the monitoring equipment B by the monitoring equipment A in a correlation manner;
if the regression function represents that the monitoring equipment A and the monitoring equipment B are in positive correlation, when the monitoring value output by the monitoring equipment A is greater than or equal to the correlation value, generating a corresponding correlation starting signal;
and if the regression function represents that the monitoring equipment A and the monitoring equipment B are in negative correlation, generating a corresponding correlation starting signal when the monitoring value output by the monitoring equipment A is less than or equal to the correlation value.
7. A computer terminal comprising a memory, a processor and a computer program stored in the memory and capable of running on the processor, wherein the processor executes the program to realize the municipal engineering environment information integrated monitoring method according to any one of claims 1 to 5.
8. A computer-readable medium, on which a computer program is stored, wherein the computer program is executed by a processor to implement the method for integrated monitoring of environmental information for municipal engineering according to any one of claims 1 to 5.
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101794144A (en) * | 2010-01-08 | 2010-08-04 | 中科院成都信息技术有限公司 | Industrial on-line real-time monitoring method |
| CN102427584A (en) * | 2011-12-30 | 2012-04-25 | 江南大学 | Method for realizing targeted coverage and tracking of multi-agent system (MAS) |
| CN102535628A (en) * | 2012-02-13 | 2012-07-04 | 深圳市兰德玛水环境工程科技有限公司 | One-machine multi-point surface water online monitoring, identifying and quality-based discharging system and method |
| CN107820008A (en) * | 2017-11-14 | 2018-03-20 | 国网黑龙江省电力有限公司信息通信公司 | A kind of machine room monitoring system and method |
| CN111058895A (en) * | 2019-12-19 | 2020-04-24 | 西安博深安全科技股份有限公司 | Mining information guide system linkage control method and device and readable storage medium |
| CN113066276A (en) * | 2021-03-18 | 2021-07-02 | 国网陕西省电力公司电力科学研究院 | Communication fault monitoring method and device for electricity consumption information acquisition system and storage medium |
| CN113596404A (en) * | 2021-07-29 | 2021-11-02 | 中大检测(湖南)股份有限公司 | Multi-communication mode multifunctional monitoring method and equipment |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7783865B2 (en) * | 2007-08-01 | 2010-08-24 | International Business Machines Corporation | Conditional data watchpoint management |
-
2022
- 2022-06-21 CN CN202210702391.6A patent/CN115060321B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101794144A (en) * | 2010-01-08 | 2010-08-04 | 中科院成都信息技术有限公司 | Industrial on-line real-time monitoring method |
| CN102427584A (en) * | 2011-12-30 | 2012-04-25 | 江南大学 | Method for realizing targeted coverage and tracking of multi-agent system (MAS) |
| CN102535628A (en) * | 2012-02-13 | 2012-07-04 | 深圳市兰德玛水环境工程科技有限公司 | One-machine multi-point surface water online monitoring, identifying and quality-based discharging system and method |
| CN107820008A (en) * | 2017-11-14 | 2018-03-20 | 国网黑龙江省电力有限公司信息通信公司 | A kind of machine room monitoring system and method |
| CN111058895A (en) * | 2019-12-19 | 2020-04-24 | 西安博深安全科技股份有限公司 | Mining information guide system linkage control method and device and readable storage medium |
| CN113066276A (en) * | 2021-03-18 | 2021-07-02 | 国网陕西省电力公司电力科学研究院 | Communication fault monitoring method and device for electricity consumption information acquisition system and storage medium |
| CN113596404A (en) * | 2021-07-29 | 2021-11-02 | 中大检测(湖南)股份有限公司 | Multi-communication mode multifunctional monitoring method and equipment |
Non-Patent Citations (1)
| Title |
|---|
| 基于公共电话网络的分布式环境监测系统;王博;《计算机工程》;20041205;第30卷(第12期);第155-157页 * |
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