CN111581249A - Data analysis system for agricultural production - Google Patents
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Abstract
The invention belongs to the technical field of data analysis, and particularly relates to an agricultural production data analysis system, which is used for solving the problems of inaccurate statistical and analysis results and high cost of the current production data, and the specific scheme is as follows: including data statistics module, multidimension degree monitoring module, consumption measurement module, soil monitoring module, production data record module, data statistics module including be used for control the system operation the main control unit and with data acquisition unit, automatic identification unit, data matching unit, data processing unit and the timing unit that the output of main control unit is connected, wherein data acquisition unit, automatic identification unit, data matching unit, data processing unit connect gradually, the timing unit with soil monitoring module connects. The invention solves the problems of inaccurate production data statistics and analysis results and higher cost, effectively improves the efficiency of agricultural production, and is convenient for data statistics, analysis and management.
Description
Technical Field
The invention relates to the technical field of data analysis, in particular to a data analysis system for agricultural production.
Background
The agricultural big data is a data set which is generated after self characteristics such as agricultural regionality, seasonality, diversity, periodicity and the like are fused, has wide sources, various types, complex structure and potential value, and is difficult to process and analyze by a common method. The agricultural big data reserves basic characteristics of large scale (volume), various types (variety), low value density (value), high processing speed (horizon), high precision (veracity), high complexity (complexity) and the like of the big data, and information flow in agriculture is extended and deepened.
With the advent of the cloud era, Big data (Big data) has attracted more and more attention. In the existing agricultural development process, particularly in the production stage, the monitoring of the whole production flow is operated independently from the input of raw materials, the production and processing to the output reprocessing and the packaging, so that on one hand, the data statistics and analysis of each production flow are inconvenient, the statistical result is easy to generate a large error value and the statistical data is not comprehensive, the analysis result is inaccurate, on the other hand, the monitoring cost of the whole system is increased, and the centralized management of agricultural production is not facilitated. Therefore, we propose a data analysis system for agricultural production for solving the above problems.
Disclosure of Invention
Based on the technical problems that data statistics and analysis are inconvenient to carry out on each flow of production in the background technology, large error values are easy to generate in statistical results, statistical data are incomplete, analysis results are inaccurate, and cost is high, the invention provides the agricultural production data analysis system.
The invention provides an agricultural production data analysis system which comprises a data statistics module, a multi-dimensional monitoring module, a consumption metering module, a soil monitoring module and a production data recording module, wherein the data statistics module comprises a main control unit for controlling the system to operate, a data acquisition unit, an automatic identification unit, a data matching unit, a data processing unit and a timing unit, the data acquisition unit, the automatic identification unit, the data matching unit and the data processing unit are connected with the output end of the main control unit in sequence along the output direction, the timing unit is connected with the soil monitoring module and is used for controlling the soil monitoring module to monitor soil in a production area in the agricultural production process in a timing mode, and the soil monitoring module comprises a humidity monitoring unit and a component detection unit and is used for monitoring the moisture, the moisture and the components of the soil, Monitoring the nutrition degree and the heavy metal content;
the output end of the main control unit is also connected with a data analysis module and an intelligent calculation module respectively, and the output end of the data analysis module is connected with the input ends of the production data recording module and the intelligent calculation module respectively and is used for combining the data obtained by statistics to generate recorded data to be gathered and then calculated to obtain an analysis result.
Preferably, the data statistics module further comprises a data storage unit electrically connected with the main control unit in a bidirectional manner, the input end of the data storage unit is respectively connected with the consumption metering module, the soil monitoring module and the production data recording module through RS485, and the input end of the data storage unit is further connected with the data processing unit and used for storing the production data which are acquired, identified, matched and processed.
Preferably, the output end of the automatic identification unit is connected with an automatic classification module for automatically classifying the collected agricultural production data after identification, and transmitting the classified initial data to the data storage unit for storage.
Preferably, the consumption metering module comprises a human consumption metering unit and a material resource consumption metering unit, and is used for controlling the cost of the data of agricultural production, counting the human input cost and the resource consumption cost, and transmitting the counting result to the data storage unit for storage.
Preferably, the material resource consumption metering unit comprises statistics of water resources, land resources and production costs, wherein the production costs comprise material costs, power consumption costs, equipment investment and equipment loss.
Preferably, the production data recording module comprises a production process recording unit, a production raw material recording unit and a production product recording unit, and is used for controlling the whole process of the agricultural production link, recording input data, resource consumption data and output data of each production process, and transmitting each recorded data to the data storage unit for storage.
Preferably, the data analysis module comprises an irrigation water resource analysis unit, a production environment analysis unit, a land use analysis unit, a production technology analysis unit and a production formation process analysis unit, wherein:
the irrigation water resource analysis unit is used for carrying out statistical analysis on important water resource consumption data in the agricultural production process;
the production environment analysis unit is used for carrying out statistical analysis on the planting environment and the equipment working environment in production;
the land utilization analysis unit is used for respectively carrying out statistical analysis on the land coverage rate and the utilization rate of agricultural production;
the production technology analysis unit is used for carrying out statistical analysis on the agricultural planting technology and the operation technology of the production flow;
the production forming process analysis unit is used for respectively carrying out statistical analysis on the input cost, the yield and the production time of the whole production link of the agricultural product.
Preferably, the multi-dimensional monitoring module comprises a video monitoring unit and a background monitoring unit, wherein the video monitoring unit is provided with a plurality of monitoring units which are distributed in different links of agricultural production, the video monitoring unit is electrically connected with the main control unit through a data line, and the video monitoring unit is wirelessly connected with the background monitoring unit.
Preferably, the background monitoring unit comprises a GPS positioning monitoring subunit and a 4G video monitoring subunit, and is configured to perform position monitoring and production environment monitoring management on each link of agricultural production, and display a monitored image.
Compared with the prior art, the invention has the beneficial effects that:
1. the data statistics module and the multi-dimensional monitoring module are arranged to monitor data of each flow in the agricultural production process in a multi-direction mode, each production data is packaged and counted, and after systematic identification, matching, processing and automatic classification, comprehensive statistics of the agricultural production data is guaranteed, accuracy of analysis results is improved, and meanwhile remote monitoring management is facilitated;
2. according to the invention, comprehensive comparison of input data, resource consumption data, output data and the like is respectively carried out on two dimensions of the agricultural planting field and the agricultural production field through the consumption metering module, the soil monitoring module and the production data recording module, and soil is detected in the production link, so that the comprehensiveness and accuracy of an analysis result are further improved, and the whole agricultural production system is conveniently managed;
3. the invention utilizes the data analysis module to analyze and process the aspects of water resources, production environment, land utilization condition, production technology, production forming process and the like of agricultural production, so that the whole agricultural production system is easy to be managed in a centralized way, manual monitoring and management are not needed, and the operation cost of the whole system is greatly reduced.
The invention has reasonable design and layout and simple operation, solves the problems of inaccurate statistical and analytical results of production data and higher cost at present, effectively improves the efficiency of agricultural production, and is convenient for statistical analysis and management of data.
Drawings
FIG. 1 is a schematic block diagram of an agricultural production data analysis system according to the present invention;
FIG. 2 is a schematic block diagram of a data storage portion of an agricultural production data analysis system according to the present invention;
fig. 3 is a block diagram of a data analysis module for an agricultural production data analysis system according to the present invention.
In the figure: the system comprises a data statistics module 1, a multi-dimensional monitoring module 2, a consumption metering module 3, a soil monitoring module 4, a production data recording module 5, a data analysis module 6, an intelligent calculation module 7 and an automatic classification module 8.
Detailed Description
The present invention will be further illustrated with reference to the following specific examples.
Examples
Referring to fig. 1-3, an agricultural production data analysis system comprises a data statistics module 1, a multidimensional monitoring module 2, a consumption metering module 3, a soil monitoring module 4, and a production data recording module 5, wherein the data statistics module 1 comprises a main control unit for controlling the system to operate, and a data acquisition unit, an automatic identification unit, a data matching unit, a data processing unit, and a timing unit connected to an output end of the main control unit, wherein the data acquisition unit, the automatic identification unit, the data matching unit, and the data processing unit are sequentially connected along an output direction, an output end of the automatic identification unit is connected to an automatic classification module for automatically classifying acquired agricultural production data after identification, and transmitting classified initial data to a data storage unit for storage, and when identifying data, and meanwhile, repeated data generated in the time period is automatically processed and fed back to the data acquisition unit to return to the acquisition end, data generated in the production link is collected again, after the data is repeatedly checked for three times, if the identified data is larger than the preset range value, abnormal data is fed back to the management end of the multidimensional monitoring module 2, and manual inspection is carried out. The timing unit with soil monitoring module 4 connects for timing control soil monitoring module 4 carries out soil monitoring to the region of production in the agricultural production process, and wherein soil monitoring module 4 includes humidity monitoring unit and composition detecting element, is used for implementing the control to moisture, nutrition degree, heavy metal content of soil.
The output end of the main control unit is also connected with a data analysis module 6 and an intelligent calculation module 7 respectively, and the output end of the data analysis module 6 is connected with the input ends of the production data recording module 5 and the intelligent calculation module 7 respectively and is used for combining the data obtained by statistics to generate recorded data to be gathered and then calculated to obtain an analysis result.
In this embodiment, it should be noted that the data statistics module 1 further includes a data storage unit electrically connected to the main control unit in a bidirectional manner, an input end of the data storage unit is connected to the consumption metering module 3, the soil monitoring module 4, and the production data recording module 5 through RS485, and an input end of the data storage unit is further connected to the data processing unit and is configured to store the collected, identified, matched, and processed production data, where the data storage unit may employ a ZL6 cloud data collector, a squirrel sq2020 universal data collector, or another high-capacity commercially available memory.
It should be noted that, in this embodiment, the consumption metering module 3 includes a human consumption metering unit and a material consumption metering unit, and is configured to perform cost control on data of agricultural production, count human input cost and resource consumption cost, and transmit a statistical result to the data storage unit for storage. The material resource consumption metering unit comprises statistics of water resources, land resources and production cost, wherein the production cost comprises material cost, power consumption cost, equipment investment and equipment loss. The production data recording module 5 comprises a production process recording unit, a production raw material recording unit and a production product recording unit, and is used for controlling the whole process of the agricultural production link, recording input data, resource consumption data and output data of each production process, and transmitting each recorded data to the data storage unit for storage. The comprehensive comparison of aspects such as input data, resource consumption data, output data and the like is respectively carried out on two dimensionalities of the agricultural planting field and the agricultural production field through the three main modules of the consumption metering module 3, the soil monitoring module 4 and the production data recording module 5, soil is detected in the production link, the comprehensiveness and the accuracy of an analysis result are further improved, and the whole agricultural production system is convenient to manage.
It should be noted that in this embodiment, the data analysis module 6 includes an irrigation water resource analysis unit, a production environment analysis unit, a land use analysis unit, a production technology analysis unit, and a production formation process analysis unit, wherein: the irrigation water resource analysis unit is used for carrying out statistical analysis on important water resource consumption data in the agricultural production process; the production environment analysis unit is used for carrying out statistical analysis on the planting environment and the equipment working environment in production; the land utilization analysis unit is used for respectively carrying out statistical analysis on the land coverage rate and the utilization rate of agricultural production; the production technology analysis unit is used for carrying out statistical analysis on the agricultural planting technology and the operation technology of the production flow; the production forming process analysis unit is used for respectively carrying out statistical analysis on the input cost, the yield and the production time of the whole production link of the agricultural product. The method has the advantages that the aspects of water resources, production environment, land utilization condition, production technology, production forming process and the like of agricultural production are analyzed and processed, so that the whole agricultural production system is easy to manage in a centralized mode, manual monitoring and management are not needed, and the operation cost of the whole system is greatly reduced.
In this embodiment, the multidimensional monitoring module 2 includes a video monitoring unit and a background monitoring unit, wherein the video monitoring unit is provided with a plurality of video monitoring units distributed in different links of agricultural production, the video monitoring unit is electrically connected with the main control unit through a data line, and the video monitoring unit is wirelessly connected with the background monitoring unit. The background monitoring unit comprises a GPS positioning monitoring subunit and a 4G video monitoring subunit, and is used for carrying out position monitoring and production environment monitoring management on each link of agricultural production and displaying a monitored image. Data of all processes in the agricultural production process are monitored in a multi-azimuth mode through the data statistics module and the multi-dimensional monitoring module, all production data are packaged and counted, and after systematic identification, matching, processing and automatic classification, the agricultural production data are guaranteed to be comprehensive in statistics, accuracy of analysis results is improved, and meanwhile remote monitoring management is facilitated.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (9)
1. A data analysis system for agricultural production comprises a data statistics module (1), a multidimensional monitoring module (2), a consumption metering module (3), a soil monitoring module (4) and a production data recording module (5), and is characterized in that the data statistics module (1) comprises a main control unit for controlling the operation of the system, a data acquisition unit, an automatic identification unit, a data matching unit, a data processing unit and a timing unit, wherein the data acquisition unit, the automatic identification unit, the data matching unit and the data processing unit are connected in sequence along the output direction, the timing unit is connected with the soil monitoring module (4) and is used for controlling the soil monitoring module (4) to carry out soil monitoring on a production area in the agricultural production process at regular time, and the soil monitoring module (4) comprises a humidity monitoring unit and a component detection unit, the system is used for monitoring the moisture, the nutrition degree and the heavy metal content of the soil;
the output end of the main control unit is further connected with a data analysis module (6) and an intelligent calculation module (7) respectively, and the output end of the data analysis module (6) is connected with the input ends of the production data recording module (5) and the intelligent calculation module (7) respectively and used for calculating after summarizing the data obtained through statistics and generating recorded data, and obtaining an analysis result.
2. The agricultural production data analysis system according to claim 1, wherein the data statistics module (1) further comprises a data storage unit which is electrically connected with the main control unit in a bidirectional manner, an input end of the data storage unit is respectively connected with the consumption metering module (3), the soil monitoring module (4) and the production data recording module (5) through RS485, and an input end of the data storage unit is further connected with the data processing unit and used for storing the collected, identified, matched and processed production data.
3. The agricultural production data analysis system of claim 2, wherein the output end of the automatic identification unit is connected with an automatic classification module for automatically classifying the collected agricultural production data after identification, and transmitting the classified initial data to the data storage unit for storage.
4. The agricultural production data analysis system according to claim 1, wherein the consumption metering module (3) comprises a human consumption metering unit and a material consumption metering unit, and is used for controlling the cost of the agricultural production data, counting the human input cost and the resource consumption cost, and transmitting the counting result to the data storage unit for storage.
5. The system of claim 4, wherein the material consumption metering unit comprises statistics of water resources, land resources, and production costs, wherein the production costs comprise material costs, electricity consumption costs, equipment investment, and equipment loss.
6. The agricultural production data analysis system as claimed in claim 2, wherein the production data recording module (5) comprises a production process recording unit, a production raw material recording unit and a production product recording unit, and is used for controlling the whole process of the agricultural production link, recording input data, resource consumption data and output data of each production process, and transmitting each recorded data to the data storage unit for storage.
7. The agricultural production data analysis system according to claim 1, wherein the data analysis module (6) comprises an irrigation water resource analysis unit, a production environment analysis unit, a land use analysis unit, a production technology analysis unit and a production formation process analysis unit, wherein:
the irrigation water resource analysis unit is used for carrying out statistical analysis on important water resource consumption data in the agricultural production process;
the production environment analysis unit is used for carrying out statistical analysis on the planting environment and the equipment working environment in production;
the land utilization analysis unit is used for respectively carrying out statistical analysis on the land coverage rate and the utilization rate of agricultural production;
the production technology analysis unit is used for carrying out statistical analysis on the agricultural planting technology and the operation technology of the production flow;
the production forming process analysis unit is used for respectively carrying out statistical analysis on the input cost, the yield and the production time of the whole production link of the agricultural product.
8. The agricultural production data analysis system according to claim 1, wherein the multi-dimensional monitoring module (2) comprises a video monitoring unit and a background monitoring unit, wherein the video monitoring unit is provided with a plurality of monitoring units distributed in different links of agricultural production, the video monitoring unit is electrically connected with the main control unit through a data line, and the video monitoring unit is wirelessly connected with the background monitoring unit.
9. The agricultural production data analysis system of claim 8, wherein the background monitoring unit comprises a GPS positioning monitoring subunit and a 4G video monitoring subunit, and is configured to perform position monitoring and production environment monitoring management on each link of agricultural production, and display a monitored image.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113961628A (en) * | 2021-12-20 | 2022-01-21 | 广州市腾嘉自动化仪表有限公司 | Distributed data analysis control system |
| CN114002991A (en) * | 2021-12-31 | 2022-02-01 | 星诺大气环境科技(南京)有限公司 | Control system and method for air dust removal device in tunnel |
-
2020
- 2020-03-25 CN CN202010218277.7A patent/CN111581249A/en not_active Withdrawn
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113961628A (en) * | 2021-12-20 | 2022-01-21 | 广州市腾嘉自动化仪表有限公司 | Distributed data analysis control system |
| CN113961628B (en) * | 2021-12-20 | 2022-03-22 | 广州市腾嘉自动化仪表有限公司 | Distributed data analysis control system |
| CN114002991A (en) * | 2021-12-31 | 2022-02-01 | 星诺大气环境科技(南京)有限公司 | Control system and method for air dust removal device in tunnel |
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