CN115545352B - Data processing method and system based on water resource partition management - Google Patents

Data processing method and system based on water resource partition management Download PDF

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CN115545352B
CN115545352B CN202211508208.5A CN202211508208A CN115545352B CN 115545352 B CN115545352 B CN 115545352B CN 202211508208 A CN202211508208 A CN 202211508208A CN 115545352 B CN115545352 B CN 115545352B
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allocation plan
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CN115545352A (en
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李敏
陈雅芬
刘艳菊
林木隆
陈梅
余增鑫
张得胜
杨瑞祥
李睿菁
王志鹏
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Zhujiang Water Resources Comprehensive Technology Center Of Zhujiang Water Resources Commission Of Ministry Of Water Resources
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Abstract

The data processing method and system based on water resource partition management provided by the invention ensure the timeliness of resource allocation decision improvement, improve resource utilization management and improvement aiming at different water resource allocation plan items, and in view of continuous allocation requirements of water resources, the management decision improvement knowledge of any water resource allocation plan item is determined based on item collaborative management feature expression corresponding to the previous water resource allocation plan item and the next water resource allocation plan item, so that the time consumed by item detail description analysis and processing can be reduced as much as possible based on item collaborative management feature expression in ordered water resource allocation plan items, the item detail description analysis of the whole report is not required to be executed, the precision and the cooperativity of management decision improvement of the water resource allocation plan items can be ensured, the water resource contradiction can be efficiently processed, and the behaviors of unreasonably developing and damaging water resources can be supervised and limited can be reduced as much as possible, and the utilization efficiency and the management precision can be improved.

Description

Data processing method and system based on water resource partition management
Technical Field
The invention relates to the technical field of data processing, in particular to a data processing method and system based on water resource partition management.
Background
Nowadays, water conservancy management technology makes remarkable progress in theory and practice as information technology is continuously developed, at present, water resource management between different regions/different departments is one of key tasks of the water conservancy management technology, but the traditional technology is difficult to realize cooperative allocation and management of water resources efficiently and timely, and is difficult to ensure the utilization efficiency and the management precision of the water resources.
Disclosure of Invention
In order to solve the technical problems in the related art, the invention provides a data processing method and system based on water resource partition management.
In a first aspect, an embodiment of the present invention provides a data processing method based on water resource partition management, which is applied to a water resource partition management system, and the method includes:
obtaining at least one of a matter collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan matter and a matter collaborative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan matter in a water resource partition management report; wherein the water resource partition management report comprises E water resource allocation plan items, E is more than or equal to 3 and is an integer, W +1= R = Q-1, R is an integer;
combining at least one of a (R) th water resource allocation plan item and a (Q) th water resource allocation plan item with a Co-management characteristic expression Co _ Vec1 of the water resource allocation plan item and a (W) th water resource allocation plan item with a Co-management characteristic expression Co _ Vec2 of the water resource allocation plan item to obtain management decision improvement knowledge of the (R) th water resource allocation plan item; wherein, the improved knowledge of the management decision of the R-th water resource allocation plan item is the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item or the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item;
carrying out decision improvement on the Rth water resource allocation plan item according to the management decision improvement knowledge of the Rth water resource allocation plan item to obtain a target water resource allocation plan item corresponding to the Rth water resource allocation plan item; and the cooperative management efficiency value of the target water resource allocation plan item is greater than that of the Rth water resource allocation plan item.
Optionally, R is greater than 1 and smaller than E, and the management decision improvement knowledge of the R-th water resource allocation plan item is obtained by combining at least one of the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management characteristic expression Co _ Vec2 of the Q-th water resource allocation plan item, and includes:
determining a matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter, the Q-th water resource allocation plan matter and the Q-th water resource allocation plan matter;
determining a matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter, the W-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec1 of the W-th water resource allocation plan matter;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
Optionally, the determining the item collaborative management feature expression Co _ Vec1 of the R-th water resource deployment plan item according to the R-th water resource deployment plan item, the Q-th water resource deployment plan item, and the item collaborative management feature expression Co _ Vec1 of the Q-th water resource deployment plan item includes:
obtaining first resource allocation updating data according to the Rth water resource allocation plan item and the Qth water resource allocation plan item;
changing the item collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item according to the first resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec1;
and expressing Co _ Vec1 and the R-th water resource allocation plan item according to the changed item collaborative management characteristic, and obtaining the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item.
Optionally, the determining, according to the R-th water resource deployment plan item, the W-th water resource deployment plan item, the item collaborative management feature expression Co _ Vec2 of the W-th water resource deployment plan item, and the item collaborative management feature expression Co _ Vec1 of the R-th water resource deployment plan item, the method includes:
obtaining second resource allocation updating data according to the Rth water resource allocation plan item and the Wth water resource allocation plan item;
changing the item collaborative management characteristic expression Co _ Vec2 of the Wth water resource allocation plan item according to the second resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec2;
and obtaining the item cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item according to the item cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item, the changed item cooperative management characteristic expression Co _ Vec2 and the R-th water resource allocation plan item.
Optionally, R is greater than 1 and smaller than E, and the obtaining of the management decision improvement knowledge of the R-th water resource allocation plan item by combining at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item includes:
determining a matter cooperative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter, the Wth water resource allocation plan matter and the Wth water resource allocation plan matter;
determining a matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter, the Q-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec2 of the Q-th water resource allocation plan matter;
and taking the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
Optionally, the determining, according to the R-th water resource allocation plan item, the W-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item, the item collaborative management feature expression Co _ Vec2 of the R-th water resource allocation plan item includes:
obtaining second resource allocation updating data according to the Rth water resource allocation plan item and the Wth water resource allocation plan item;
changing the item collaborative management characteristic expression Co _ Vec2 of the Wth water resource allocation plan item according to the second resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec2;
and obtaining the item cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item according to the changed item cooperative management characteristic expression Co _ Vec2 and the R-th water resource allocation plan item.
Optionally, the determining, according to the R-th water resource allocation plan item, the Q-th water resource allocation plan item, the item collaborative management feature expression Co _ Vec1 of the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the R-th water resource allocation plan item, the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item includes:
obtaining first resource allocation updating data according to the Rth water resource allocation plan item and the Qth water resource allocation plan item;
changing the item collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item according to the first resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec1;
and obtaining the item cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item according to the item cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item, the changed item cooperative management characteristic expression Co _ Vec1 and the R-th water resource allocation plan item.
Optionally, when R is 1, the obtaining of the management decision improvement knowledge of the R-th water resource allocation plan item by combining at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management feature expression Co _ Vec2 of the qth water resource allocation plan item includes:
performing item detail description analysis on the Rth water resource allocation plan item to obtain an item collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan item;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
Optionally, R = E, and at least one of the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management characteristic expression Co _ Vec2 of the qth water resource allocation plan item is combined with the R-th water resource allocation plan item and the Q-th water resource allocation plan item to obtain the management decision improvement knowledge of the R-th water resource allocation plan item, including:
performing item detail description analysis on the Rth water resource allocation plan item to obtain an item collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan item;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
Optionally, when R is 1, the knowledge of improving the management decision of the R-th water resource allocation plan item is obtained by combining at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management feature expression Co _ Vec2 of the qth water resource allocation plan item, and includes:
for the Rth water resource allocation plan item, obtaining an item collaborative management characteristic expression Co _ Vec1 of the Qth water resource allocation plan item;
according to the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item and the Q-th water resource allocation plan item, obtaining an item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
Optionally, R = E, and in combination with at least one of the R-th water resource allocation plan item and the Q-th water resource allocation plan item coordinated management characteristic expression Co _ Vec1 and the W-th water resource allocation plan item coordinated management characteristic expression Co _ Vec2, obtains the management decision improvement knowledge of the R-th water resource allocation plan item, including:
for the R-th water resource allocation plan item, acquiring an item collaborative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan item;
obtaining a matter collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter according to the matter collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter and the Wth water resource allocation plan matter;
and taking the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item as management decision improvement knowledge of the R-th water resource allocation plan item.
Optionally, the method further includes:
determining at least two feedback texts to be processed in the water resource management feedback;
and sorting the water resource management feedback into at least one water resource partition management report according to the feedback text to be processed.
In a second aspect, the present invention also provides a water resource partition management system, which includes a processor and a memory; the processor is connected with the memory in communication, and the processor is used for reading the computer program from the memory and executing the computer program to realize the method.
In a third aspect, the invention also provides a computer-readable storage medium having a program stored thereon, which when executed by a processor, performs the method described above.
In the embodiment of the present invention, at least one of the item collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item and the item collaborative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan item in the water resource partition management report may be obtained, and further, based on at least one of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, the item collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item, and the W-th water resource allocation plan item, the management decision improvement knowledge of the R-th water resource allocation plan item may be obtained, and then, based on the management decision improvement knowledge of the R-th water resource allocation plan item, the target water resource allocation plan item corresponding to the R-th water resource allocation plan item may be obtained, and the collaborative management efficiency value of the target water resource allocation plan is greater than the collaborative management efficiency value of the R-th allocation plan.
The data processing method and the system based on water resource partition management provided by the embodiment of the invention do not need to carry out item detail description analysis and resource allocation demand matching for many times, thereby ensuring the timeliness of resource allocation decision improvement of water resource allocation plan items with high collaborative management efficiency value, improving resource utilization management and improvement aiming at different water resource allocation plan items, and in view of the continuous allocation demand of water resources, the management decision improvement knowledge of any water resource allocation plan item is determined based on item collaborative management characteristic expressions corresponding to the previous water resource allocation plan item and the next water resource allocation plan item, so that the item collaborative management characteristic expressions in the ordered water resource allocation plan items can be based on the item collaborative management characteristic expressions in the ordered water resource allocation plan items, the item detail description analysis of the whole report is not needed to be executed, the time consumption of item detail description analysis and processing can be reduced as much as possible, the precision and the cooperativity of management decision improvement of the water resource allocation plan are ensured, unreasonable development and water source hazard are reduced as much as possible, and the utilization efficiency and management precision are improved.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the invention and together with the description, serve to explain the principles of the invention.
Fig. 1 is a schematic flowchart of a data processing method based on water resource partition management according to an embodiment of the present invention.
FIG. 2 is a schematic communication architecture diagram of an application environment of a data processing method based on water resource partition management according to an embodiment of the present invention.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the invention, as detailed in the appended claims.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order.
The method provided by the embodiment of the invention can be executed in a water resource partition management system, a computer device or a similar arithmetic device. Taking the example of running on a water resource partition management system, the water resource partition management system 10 may include one or more processors (which may include but are not limited to processing devices such as a microprocessor MCU or a programmable logic device FPGA) and a memory for storing data, and optionally may also include a transmission device for communication functions. It will be understood by those skilled in the art that the above structure is only illustrative, and does not limit the structure of the water resource partition management system. For example, the water resource partition management system 10 may also include more or fewer components than shown above, or have a different configuration than shown above.
The memory can be used for storing computer programs, for example, software programs and modules of application software, such as a computer program corresponding to the data processing method based on water resource partition management in the embodiment of the present invention, and the processor executes various functional applications and data processing by running the computer program stored in the memory, that is, implementing the method described above. The memory may include high speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory may further include memory located remotely from the processors, and these remote memories may be connected to the water resource partition management system 10 over a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission device is used for receiving or transmitting data via a network. Specific examples of such networks may include wireless networks provided by the communications providers of the water resource partition management system 10. In one example, the transmission device includes a Network adapter (NIC), which can be connected to other Network devices through a base station so as to communicate with the internet. In one example, the transmission device may be a Radio Frequency (RF) module, which is used for communicating with the internet in a wireless manner.
Based on this, please refer to fig. 1, fig. 1 is a schematic flowchart of a data processing method based on water resource partition management according to an embodiment of the present invention, where the method is applied to a water resource partition management system, and further includes the technical solutions described in step 11 to step 13.
And 11, obtaining at least one of a matter collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item in the water resource partition management report and a matter collaborative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan item.
In the embodiment of the present invention, the water resource partition management report includes E water resource allocation plan items, E is greater than or equal to 3 and is an integer, W +1= r = q-1, r is an integer. In some examples, one spare water resource management feedback may be used as one water resource partition management report, or one spare water resource management feedback may be organized into a plurality of water resource partition management reports, where the water resource partition management reports are independent of each other.
Further, the water resource allocation plan items include data of water resource distribution, data of water resource utilization development and demand, and management subareas of regional water resources, and water use plan, demand, contradiction and supervision data of each department.
In addition, the qth water resource allocation plan item is the next water resource allocation plan item to the rsth water resource allocation plan item, so the item collaborative management feature expression Co _ Vec1 of the qth water resource allocation plan item can be understood as contradictory detail features (such as conflicting resource usage requirement features) in the water resource collaborative use process, and the feature expression (vector) can reflect the distribution situation data of the water resource, the water resource utilization development situation data and the requirement situation data based on the feature level, and also includes the management subarea of the regional water resource, and the water use plan, demand, contradiction and supervision data of each department. The W-th water resource allocation plan item is the last water resource allocation plan item of the R-th water resource allocation plan item, so the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item can be understood as the added detail feature (for example, the complementary resource usage requirement feature exists) in the water resource collaborative use process.
For some examples, the method may further comprise: determining at least two feedback texts to be processed in the water resource management feedback; and sorting the water resource management feedback into at least one water resource partition management report according to the feedback text to be processed.
In some examples, the first and last groups in the water resource management feedback may be treated as the feedback text to be processed, and the water resource management feedback may be treated as a water resource partition management report; or, at least two texts to be processed in the water resource management feedback can be determined according to the set number of the interval groups, such as: taking a first group in the water resource management feedback as a quasi-processing feedback text, setting the number of interval groups by the difference between two ordered quasi-processing feedback texts in the water resource management feedback, and combining every two ordered quasi-processing feedback texts to arrange the water resource management feedback into a plurality of water resource partition management reports; or, the first group in the water resource management feedback is used as a quasi-processing feedback text, for the E-th quasi-processing feedback text, the resource allocation updating degree of any group after the E-th quasi-processing feedback text and the E-th quasi-processing feedback text is determined, if the updating degree mean value of the resource allocation updating degree is greater than a threshold value, the group is used as the E + 1-th quasi-processing feedback text, and the water resource management feedback is arranged into a plurality of water resource partition management reports by combining every two ordered quasi-processing feedback texts, so that the connection between water resource allocation plan items in the same water resource partition management report can be ensured.
When the water resource allocation plan item with high collaborative management efficiency value of the Rth water resource allocation plan item in the water resource partition management report is optimized, the item collaborative management characteristic expression Co _ Vec1 of the Qth water resource allocation plan item in the water resource partition management report can be obtained, and/or the item collaborative management characteristic expression Co _ Vec2 of the Wth water resource allocation plan item in the water resource partition management report can be obtained. In the water resource partition management report, except for the first water resource allocation plan item, the item collaborative management feature expression Co _ Vec1 of the remaining water resource allocation plan items (of the 2 nd water resource allocation plan item, the 3 rd water resource allocation plan item, etc., the E-1 st water resource allocation plan item) can be determined by combining with the item collaborative management feature expression Co _ Vec1 of the next group of water resource allocation plan items of the current water resource allocation plan item, and after determining the item collaborative management feature expression Co _ Vec1, the item collaborative management feature expression Co _ Vec1 can be output to the previous group of water resource allocation plan items, so that the item collaborative management feature expression Co _ Vec1 of the previous group of water resource allocation plan items is determined by combining with the item collaborative management feature expression Co _ Vec1 of the current water resource allocation plan item; except for the E-th water resource deployment plan item, the item collaborative management characteristic expression Co _ Vec2 of the remaining water resource deployment plan items can be determined by combining the item collaborative management characteristic expression Co _ Vec2 of the previous group of water resource deployment plan items of the current water resource deployment plan item, and after the item collaborative management characteristic expression Co _ Vec2 is determined, the item collaborative management characteristic expression Co _ Vec2 can be output to the next group of water resource deployment plan items, so that the item collaborative management characteristic expression Co _ Vec2 of the next group of water resource deployment plan items can be determined by combining the item collaborative management characteristic expression Co _ Vec2 of the current water resource deployment plan item.
And step 12, obtaining management decision improvement knowledge of the R-th water resource allocation plan item according to at least one of the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management characteristic expression Co _ Vec2 of the Q-th water resource allocation plan item.
In some examples, after obtaining the matter collaborative management characteristic expression Co _ Vec1 of the qth water resource allocation plan item and/or the matter collaborative management characteristic expression Co _ Vec2 of the W water resource allocation plan item, at least one of the matter collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item and the matter collaborative management characteristic expression Co _ Vec2 of the qth water resource allocation plan item may be combined to perform the item description parsing, so as to obtain the management decision improvement knowledge of the R water resource allocation plan item, such as: the R is greater than 1 and smaller than E, and the improved knowledge of the management decision of the R-th water resource allocation plan item is obtained according to at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management feature expression Co _ Vec2 of the qth water resource allocation plan item, and may include the following contents: determining a matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter, the Q-th water resource allocation plan matter and the Q-th water resource allocation plan matter; determining a matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter, the W-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec1 of the W-th water resource allocation plan matter; and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
For another example, if R is greater than 1 and smaller than E, the knowledge about improvement of management decision for the R-th water resource allocation plan item may be obtained according to at least one of the item collaborative management feature expression Co _ Vec1 for the R-th water resource allocation plan item and the item collaborative management feature expression Co _ Vec2 for the Q-th water resource allocation plan item, and may include the following contents: determining a matter cooperative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter, the Wth water resource allocation plan matter and the Wth water resource allocation plan matter; determining a matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter, the Q-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec2 of the Q-th water resource allocation plan matter; and taking the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
And step 13, performing decision improvement on the Rth water resource allocation plan item according to the management decision improvement knowledge of the Rth water resource allocation plan item to obtain a target water resource allocation plan item corresponding to the Rth water resource allocation plan item, wherein the cooperative management efficiency value of the target water resource allocation plan item is greater than the cooperative management efficiency value of the Rth water resource allocation plan item.
In some examples, the management decision improvement knowledge of the R-th water resource allocation plan item (guidance features for guiding water resource allocation and management) may be extended through convolution operations and multidimensional integration, resulting in a management decision improvement knowledge with a high collaborative management efficiency value. And deriving the Rth water resource allocation plan item to obtain a derived item, and summing the management decision improvement knowledge of the high collaborative management efficiency value and the derived item to obtain a target water resource allocation plan item corresponding to the Rth water resource allocation plan item, wherein the collaborative management efficiency value of the target water resource allocation plan item is greater than the collaborative management efficiency value of the Rth water resource allocation plan item, namely the target water resource allocation plan item is the water resource allocation plan item of the high collaborative management efficiency value (the requirements of different water resource demand parties can be balanced, and contradictions and conflicts in resource utilization are reduced as much as possible) of the Rth water resource allocation plan item.
In some examples, the introduction of CNNs for management decision improvement may include the following: after the management decision improved knowledge vec21 of the R-th water resource allocation plan item (case) is subjected to COV convolution by the convolution operation node22, a convolution operation result is obtained. And then processing the convolution operation result through the feature combination node23 to obtain a first analysis result, continuously processing the first analysis result through the convolution operation node24 and the feature combination node25 to obtain a second analysis result, and performing two-round COV convolution on the obtained second analysis result through the convolution operation node26 and the convolution operation node27 to obtain expanded management decision improvement knowledge. After the R-th water resource allocation plan item (case) is derived, summing the derived item and the expanded management decision improved knowledge to obtain a target water resource allocation plan item case28 corresponding to the R-th water resource allocation plan item.
With such a design, at least one of the item collaborative management characteristic expression Co _ Vec1 of the qth water resource allocation plan item and the item collaborative management characteristic expression Co _ Vec2 of the W water resource allocation plan item in the water resource partition management report can be obtained, and further, the improved knowledge of the management decision of the kth water resource allocation plan item can be obtained based on at least one of the R water resource allocation plan item, the item collaborative management characteristic expression Co _ Vec1 of the qth water resource allocation plan item, and the item collaborative management characteristic expression Co _ Vec2 of the W water resource allocation plan item, and then, the improved knowledge of the management decision of the kth water resource allocation plan item can be decision-improved based on the improved knowledge of the management decision of the kth water resource allocation plan item, so as to obtain the target water resource allocation plan item corresponding to the kth water resource allocation plan item, and the collaborative management value efficiency of the target water resource allocation plan item is greater than the collaborative management value of the R allocation plan item. The data processing method based on water resource partition management provided by the embodiment of the invention does not need to carry out item detail description analysis and resource allocation demand matching for many times, thereby ensuring the timeliness of resource allocation decision improvement of water resource allocation plan items with high cooperative management efficiency value, improving resource utilization management and improvement aiming at different water resource allocation plan items, and considering the continuous allocation demand of water resources, the management decision improvement knowledge of any water resource allocation plan item is determined based on item cooperative management characteristic expression corresponding to the previous water resource allocation plan item and the next water resource allocation plan item, so that the item cooperative management characteristic expression in the ordered water resource allocation plan items can be based on the item cooperative management characteristic expression in the ordered water resource allocation plan items, the item detail description analysis of the whole report is not needed to be executed, the time consumption of item detail description analysis and processing can be reduced as much as possible, the precision and the cooperativity of the management decision improvement of the water resource allocation plan items are ensured, the unreasonable water use contradictions among various water resource departments and water resource gates are reduced as much as possible, and the behaviors of supervision and limitation are developed and the utilization efficiency and the management precision are improved.
For some examples, the obtaining of the improved knowledge of the management decision of the R-th water resource allocation plan item according to at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item may include: determining a matter cooperative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter, the Qth water resource allocation plan matter and the Qth water resource allocation plan matter; determining a matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter according to the R-th water resource allocation plan matter, the W-th water resource allocation plan matter, the matter cooperative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter; and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
In some examples, the item collaborative management feature expression Co _ Vec1 of the Q-th water resource deployment plan item may be modified by the R-th water resource deployment plan item and the Q-th water resource deployment plan item to implement feature expression matching (feature matching processing), so as to obtain the item collaborative management feature expression Co _ Vec1 of the R-th water resource deployment plan item.
For some examples, the determining the matter collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item according to the matter collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, and the Q-th water resource allocation plan item may include: obtaining first resource allocation updating data according to the R-th water resource allocation plan item and the Q-th water resource allocation plan item; changing the item collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item according to the first resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec1; and obtaining the item cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item according to the changed item cooperative management characteristic expression Co _ Vec1 and the R-th water resource allocation plan item.
The resource allocation update data can reflect the change condition of the feature expression of the water resource allocation plan items.
In some examples, the first resource allocation update data (A5M 73_ R +) between the R-th and Q-th water resource allocation plans may be estimated through the R-th and Q-th water resource allocation plans (case 00), and the modified item cooperative management feature expression Co _ Vec1 may be obtained by performing feature expression matching on the item cooperative management feature expression Co _ Vec1 (F1) of the Q-th water resource allocation plan and the R-th water resource allocation plan in combination with the first resource allocation update data A5M73_ R +. And then combining the changed matter collaborative management characteristic expression Co _ Vec1 and the R-th water resource allocation plan matter to obtain the matter collaborative management characteristic expression Co _ Vec1 (F2) of the R-th water resource allocation plan matter.
For example, the matter cooperative management feature expression Co _ Vec1 of the R-th water resource deployment plan matter (case) may be determined by the CNN (including the convolution operation node41 and the RN node 42) for determining the matter cooperative management feature expression Co _ Vec1. Firstly, the first resource allocation update data between the Rth water resource allocation plan item and the Qth water resource allocation plan item (case 00) is used for changing the item collaborative management characteristic expression Co _ Vec1F1 of the Qth water resource allocation plan item, a mapping relation (corresponding relation) between the Rth water resource allocation plan item and the Qth water resource allocation plan item is created, the changed item collaborative management characteristic expression Co _ Vec1 is obtained, and after the changed item collaborative management characteristic expression Co _ Vec1 and the Rth water resource allocation plan item are subjected to convolution operation for multiple times, the convolution operation result is used as the to-be-processed information of the RN node42, so that the item collaborative management characteristic expression Co _ Vec1F2 of the Rth water resource allocation plan item is obtained. After the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource deployment plan item is obtained, the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource deployment plan item can be determined by combining the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource deployment plan item.
For some examples, the determining the Co-management feature expression Co _ Vec2 of the R-th water resource deployment plan item according to the R-th water resource deployment plan item, the W-th water resource deployment plan item, the Co-management feature expression Co _ Vec2 of the W-th water resource deployment plan item, and the Co-management feature expression Co _ Vec1 of the R-th water resource deployment plan item may include: obtaining second resource allocation updating data according to the R-th water resource allocation plan item and the W-th water resource allocation plan item; changing the item collaborative management characteristic expression Co _ Vec2 of the Wth water resource allocation plan item according to the second resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec2; and obtaining the item cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item according to the item cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item, the changed item cooperative management characteristic expression Co _ Vec2 and the R-th water resource allocation plan item.
In some examples, the second resource allocation update data (A5M 73_ R-) between the R-th and W-th water resource allocation plan items can be estimated through the R-th and W-th water resource allocation plan items (case 000), and the feature expression matching is performed on the item collaborative management feature expression Co _ Vec2 (F3) of the W-th water resource allocation plan item and the R-th water resource allocation plan item in combination with the second resource allocation update data A5M73_ R-, to obtain the changed item collaborative management feature expression Co _ Vec2. And then combining the changed matter collaborative management characteristic expression Co _ Vec2, the matter collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item and the R-th water resource allocation plan item to obtain the matter collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item (F4).
For example, the event collaborative management feature expression Co _ Vec2 of the R-th water resource deployment plan event may be determined by the CNN (including the convolution operation node61 and the RN node 62) used to determine the event collaborative management feature expression Co _ Vec2. Firstly, second resource allocation updating data between an Rth water resource allocation plan item and a Wth water resource allocation plan item is utilized to change a matter collaborative management characteristic expression Co _ Vec2F3 of the Wth water resource allocation plan item, a mapping relation between the Rth water resource allocation plan item and the matter collaborative management characteristic expression Co _ Vec2F3 of the Wth water resource allocation plan item is created to obtain a changed matter collaborative management characteristic expression Co _ Vec2, and after a plurality of convolution operations are carried out on the changed matter collaborative management characteristic expression Co _ Vec2, the matter collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan item and the Rth water resource allocation plan item, a convolution operation result is used as to-be-processed information of the RN node42 to obtain a matter collaborative management characteristic expression Co _ Vec2F4 of the Rth water resource allocation plan item.
For some examples, where R is 1, the obtaining of the improved knowledge of the management decision of the R-th water resource allocation plan item according to at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item may include: performing item detail description analysis on the R-th water resource allocation plan item to obtain an item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item; and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
In some examples, the item detail description parsing may be performed on the 1 st water resource allocation plan item and the optional adjacent water resource allocation plan items (the 1 st water resource allocation plan item has a target number of water resource allocation plan items sequentially associated), and the excavated item management feature expression is output to the 2 nd water resource allocation plan item as the item collaborative management feature expression Co _ Vec2 of the 1 st water resource allocation plan item, so that the item collaborative management feature expression Co _ Vec2 of the 2 nd water resource allocation plan item may be estimated according to the item collaborative management feature expression Co _ Vec2 of the 1 st water resource allocation plan item, and output to the 3 rd water resource allocation plan item, and so on, until the item collaborative management feature expression Co _ Vec2 of the E-1 st water resource allocation plan item is estimated in combination with the E-2 nd water resource allocation plan. The embodiments of the present invention do not limit the detailed description and analysis of the matters.
After the item collaborative management characteristic expression Co _ Vec2 of the 1 st water resource allocation plan item is mined, the item collaborative management characteristic expression Co _ Vec2 of the 1 st water resource allocation plan item can be used as the management decision improvement knowledge of the 1 st water resource allocation plan item, and then the 1 st water resource allocation plan item is subjected to high-quality decision improvement by combining the management decision improvement knowledge of the 1 st water resource allocation plan item, so as to obtain a target water resource allocation plan item corresponding to the 1 st water resource allocation plan item, which can be understood as a decision improvement result of the 1 st water resource allocation plan item, wherein the idea for performing decision improvement on the 1 st water resource allocation plan item is not limited in the embodiment of the present invention, and for example, the idea can be adjusted according to resource use requirements and use time periods.
For some examples, where R is E, the obtaining of the improved knowledge of the management decision of the R-th water resource allocation plan item according to at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item may include: performing item detail description analysis on the Rth water resource allocation plan item to obtain an item collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan item; and taking the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
In some examples, the item detail description parsing may be performed on the E-th water resource allocation plan item and the optional adjacent water resource allocation plan items (the E-th water resource allocation plan item has a target number of water resource allocation plan items sequentially associated), and the excavated item management feature expression is output to the E-1 st water resource allocation plan item as the item collaborative management feature expression Co _ Vec1 of the E-th water resource allocation plan item, so that the item collaborative management feature expression Co _ Vec1 of the E-1 st water resource allocation plan item may be estimated according to the item collaborative management feature expression Co _ Vec2 of the E-3 rd water resource allocation plan item, and output to the E-2 nd water resource allocation plan item, and so on, and repeating until the item collaborative management feature expression Co _ Vec1 of the 2 nd water resource allocation plan item is estimated in combination with the item collaborative management feature expression Co _ Vec1 of the 3 rd water resource allocation plan item.
It can be understood that, after the item collaborative management feature expression Co _ Vec2 of the E-th water resource allocation plan item is mined, the item collaborative management feature expression Co _ Vec1 of the E-th water resource allocation plan item may be used as the management decision improvement knowledge of the E-th water resource allocation plan item, and then the management decision improvement knowledge of the E-th water resource allocation plan item is combined to perform high-quality decision improvement on the E-th water resource allocation plan item, so as to obtain a target water resource allocation plan item corresponding to the E-th water resource allocation plan item, where the target water resource allocation plan item may be understood as a decision improvement result of the E-th water resource allocation plan item.
With such design, the embodiment of the present invention can implement the management decision improvement of all the water resource allocation plan items in the water resource partition management report by performing item detail description analysis on the 1 st water resource allocation plan item and the E th water resource allocation plan item, so as to improve the timeliness of the resource allocation decision improvement of the water resource allocation plan items with high collaborative management efficiency value.
For some examples, where R is 1, the obtaining of the improved knowledge of the management decision of the R-th water resource allocation plan item according to at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item may include: for the Rth water resource allocation plan item, obtaining an item collaborative management characteristic expression Co _ Vec1 of the Qth water resource allocation plan item; obtaining a matter collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter according to the matter collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter and the Qth water resource allocation plan matter; and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as management decision improvement knowledge of the R-th water resource allocation plan item.
In some examples, the transactional collaborative management feature expression Co _ Vec1 for the 2 nd water resource allocation plan transaction may be determined by the CNN used to determine the transactional collaborative management feature expression Co _ Vec1. Firstly, the matter cooperative management characteristic expression Co _ Vec1 of the 2 nd water resource allocation plan item can be obtained, the matter cooperative management characteristic expression Co _ Vec1 of the 2 nd water resource allocation plan item can be changed based on the resource allocation updating data between the 1 st water resource allocation plan item and the 2 nd water resource allocation plan item, the mapping relation between the 1 st water resource allocation plan item and the matter cooperative management characteristic expression Co _ Vec1 of the 2 nd water resource allocation plan item is established, the changed matter cooperative management characteristic expression Co _ Vec1 is obtained, and after the changed matter cooperative management characteristic expression Co _ Vec1 and the 1 st water resource allocation plan item are subjected to convolution operation for a plurality of times, the convolution operation result is used as the input of the RN node42, obtaining a matter collaborative management characteristic expression Co _ Vec2 of the 1 st water resource allocation plan matter, sharing the matter collaborative management characteristic expression Co _ Vec2 as the management decision improvement knowledge of the 1 st water resource allocation plan matter, outputting the matter collaborative management characteristic expression Co _ Vec2 to the 2 nd water resource allocation plan matter, estimating the matter collaborative management characteristic expression Co _ Vec2 of the 2 nd water resource allocation plan matter by combining the matter collaborative management characteristic expression Co _ Vec2 of the 1 st water resource allocation plan matter, outputting to the 3 rd water resource allocation plan matter, and the like, repeating the steps until the matter collaborative management characteristic expression Co _ Vec2 of the E th water resource allocation plan matter is estimated by combining the matter collaborative management characteristic expression Co _ Vec2 of the E-1 st water resource allocation plan matter, and the matter collaborative management characteristic expression Co _ Vec1 of the E-th water resource allocation plan matter.
After determining the management decision improvement knowledge of the 1 st water resource allocation plan item, the target water resource allocation plan item of the 1 st water resource allocation plan item may be determined by combining the CNN.
For some examples, where R is E, the obtaining of the improved knowledge of the management decision of the R-th water resource allocation plan item according to at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item may include: for the R-th water resource allocation plan item, acquiring an item collaborative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan item; obtaining a matter collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter according to the matter collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter and the Wth water resource allocation plan matter; and taking the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item as management decision improvement knowledge of the R-th water resource allocation plan item.
In some examples, the transaction collaborative management characteristic expression Co _ Vec2 of the E-1 st water resource allocation plan transaction may be obtained first, and the item collaborative management characteristic expression Co _ Vec2 of the E-1 th water resource allocation plan item can be changed based on the resource allocation update data between the E-th water resource allocation plan item and the E-1 st water resource allocation plan item, a mapping relation between the E-th water resource allocation plan item and the item collaborative management characteristic expression Co _ Vec2 of the E-1 th water resource allocation plan item is created, and the changed item collaborative management characteristic expression Co _ Vec2 is obtained, and then after carrying out convolution operation for a plurality of times on the changed item collaborative management characteristic expression Co _ Vec2 and the E-th water resource allocation plan item, taking the convolution operation result as the information to be processed of the RN node42, obtaining the item collaborative management characteristic expression Co _ Vec1 of the E-th water resource allocation plan item, sharing the item collaborative management characteristic expression Co _ Vec1 as the management decision improvement knowledge of the E-th water resource allocation plan item, and outputs the item collaborative management characteristic expression Co _ Vec1 to the E-1 st water resource allocation plan item, the item collaborative management characteristic expression Co _ Vec1 of the E-th water resource allocation plan item is combined with the item collaborative management characteristic expression Co _ Vec1 of the E-1 st water resource allocation plan item, and output to the E-2 nd water resource deployment plan item, and so on, and repeat this until the item collaborative management characteristic expression Co _ Vec1 of the 1 st water resource deployment plan item is estimated in combination with the item collaborative management characteristic expression Co _ Vec1 of the 2 nd water resource deployment plan item.
After determining the management decision improvement knowledge of the 1 st water resource allocation plan item, the target water resource allocation plan item of the 1 st water resource allocation plan item may be determined by combining the CNN.
Therefore, the embodiment of the invention can realize the improvement of the management decision of all the water resource allocation plan items in the water resource partition management report without performing item detail description analysis on any water resource allocation plan item, and can improve the timeliness of the improvement of the resource allocation decision of the water resource allocation plan item with high collaborative management efficiency value.
For the following description, for the water resource partition management report (d 1-dE), the detail description of the items of the E-th water resource allocation plan item is analyzed to obtain the item collaborative management feature expression Co _ Vec1 of the E-th water resource allocation plan item, the water resource allocation plan item with the high collaborative management efficiency value of the E-th water resource allocation plan item is determined by combining the item collaborative management feature expression Co _ Vec1, and the item collaborative management feature expression Co _ Vec1 is output to the E-1-th water resource allocation plan item, so that the item collaborative management feature expression Co _ Vec1 of the E-1-th water resource allocation plan item is combined to estimate the item collaborative management feature expression Co _ Vec1 of the E-1-th water resource allocation plan item, and outputting the item collaborative management characteristic expression Co _ Vec1 of the E-1 th water resource allocation plan item to the E-2 nd water resource allocation plan item, and the like, and repeating the steps until the item collaborative management characteristic expression Co _ Vec1 of the 2 nd water resource allocation plan item is estimated by combining the item collaborative management characteristic expression Co _ Vec1 of the 3 rd water resource allocation plan item, namely, each water resource allocation plan item in the water resource partition management report (d 2-dE-1) can be combined with the item collaborative management characteristic expression Co _ Vec1 of the next group to estimate the corresponding item collaborative management characteristic expression Co _ Vec1.
Further, performing item detail description analysis on the 1 st water resource allocation plan item to obtain an item collaborative management feature expression Co _ Vec2 of the 1 st water resource allocation plan item, and determining the water resource allocation plan item with a high collaborative management efficiency value of the 1 st water resource allocation plan item by combining the item collaborative management feature expression Co _ Vec2 to obtain a target water resource allocation plan item corresponding to the 1 st water resource allocation plan item. Simultaneously outputting the matter collaborative management characteristic expression Co _ Vec2 of the 1 st water resource allocation plan matter to the 2 nd water resource allocation plan matter, so that the matter collaborative management characteristic expression Co _ Vec1 of the 2 nd water resource allocation plan matter and the matter collaborative management characteristic expression Co _ Vec2 of the 1 st water resource allocation plan matter are combined to estimate the matter collaborative management characteristic expression Co _ Vec2 of the 2 nd water resource allocation plan matter, taking the matter collaborative management characteristic expression Co _ Vec2 of the 2 nd water resource allocation plan matter as management decision improvement knowledge, carrying out decision improvement on the 2 nd water resource allocation plan matter to obtain a target water resource allocation plan matter corresponding to the 2 nd water resource allocation plan matter, and simultaneously outputting the matter collaborative management characteristic expression Co _ Vec2 of the 2 nd water resource allocation plan matter to the 3 rd water resource allocation plan matter, and so on, repeating the steps until the Co _ Vec2 is estimated by combining the Co _ Vec2 for the E-2 th water resource allocation plan item and the Co _ Vec2 for the E-1 st water resource allocation plan item is estimated, taking the Co _ Vec2 for the E-1 st water resource allocation plan item as the management decision improvement knowledge, carrying out decision improvement on the E-1 st water resource allocation plan item to obtain the target water resource allocation plan item corresponding to the E-1 st water resource allocation plan item, so that each water resource allocation plan item in the water resource partition management report (d 2-dE-1) can be combined with the Co _ Vec2 for the last group of the Co _ Vec2 for the estimated corresponding Co _ Vec2 for the cooperative management feature, and the corresponding target water resource allocation plan item is determined and obtained by combining the item collaborative management characteristic expression Co _ Vec2.
For some examples, the obtaining of the management decision improvement knowledge of the R-th water resource deployment plan item according to at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource deployment plan item, the Q-th water resource deployment plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource deployment plan item may include: determining a matter collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter according to the matter collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter, the Wth water resource allocation plan matter and the Wth water resource allocation plan matter; determining a matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the R-th water resource allocation plan matter, the Q-th water resource allocation plan matter, the matter cooperative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter; and taking the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
In some examples, the item collaborative management feature expression Co _ Vec2 of the W-th water resource deployment plan item may be modified by the R-th water resource deployment plan item and the W-th water resource deployment plan item to realize feature expression matching, so as to obtain the item collaborative management feature expression Co _ Vec1 of the R-th water resource deployment plan item.
For some examples, the determining the matter collaborative management feature expression Co _ Vec2 of the R-th water resource allocation plan item according to the matter collaborative management feature expression Co _ Vec2 of the R-th water resource allocation plan item, the W-th water resource allocation plan item, and the W-th water resource allocation plan item includes: obtaining second resource allocation updating data according to the R-th water resource allocation plan item and the W-th water resource allocation plan item; changing the item collaborative management characteristic expression Co _ Vec2 of the Wth water resource allocation plan item according to the second resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec2; and expressing Co _ Vec2 and the R-th water resource allocation plan item according to the changed item collaborative management characteristic, and obtaining the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item.
In some examples, second resource allocation update data between the R-th water resource allocation plan item and the W-th water resource allocation plan item may be estimated through the R-th water resource allocation plan item and the W-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item and the R-th water resource allocation plan item are subjected to feature expression matching by combining the second resource allocation update data, and a mapping relationship between the R-th water resource allocation plan item and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item is created, so as to obtain the changed item collaborative management feature expression Co _ Vec2. And then, the changed item collaborative management characteristic expression Co _ Vec2 and the R-th water resource allocation plan item are combined to obtain the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item. For example, after performing multiple rounds of convolution operations on the changed matter collaborative management characteristic expression Co _ Vec2 and the R-th water resource deployment plan item, the convolution operation result is used as the to-be-processed information passing through the RN node42 to obtain the matter collaborative management characteristic expression Co _ Vec2 of the R-th water resource deployment plan item.
After the matter collaborative management characteristic expression Co _ Vec2 of the R-th water resource deployment plan item is obtained, the matter collaborative management characteristic expression Co _ Vec1 of the R-th water resource deployment plan item can be determined by combining the matter collaborative management characteristic expression Co _ Vec2 of the R-th water resource deployment plan item.
For some examples, the determining the item collaborative management feature expression Co _ Vec1 of the R-th water resource deployment plan item according to the R-th water resource deployment plan item, the Q-th water resource deployment plan item, the item collaborative management feature expression Co _ Vec1 of the Q-th water resource deployment plan item, and the item collaborative management feature expression Co _ Vec2 of the R-th water resource deployment plan item includes: obtaining first resource allocation updating data according to the Rth water resource allocation plan item and the Qth water resource allocation plan item; changing the item collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item according to the first resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec1; and obtaining the item cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item according to the item cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item, the changed item cooperative management characteristic expression Co _ Vec1 and the R-th water resource allocation plan item.
In some examples, the first resource allocation update data between the R-th water resource allocation plan item and the Q-th water resource allocation plan item may be estimated through the R-th water resource allocation plan item and the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec1 of the Q-th water resource allocation plan item and the R-th water resource allocation plan item are matched in feature expression by combining the second resource allocation update data, and a mapping relationship between the R-th water resource allocation plan item and the Q-th water resource allocation plan item collaborative management feature expression Co _ Vec1 is created to obtain the changed item collaborative management feature expression Co _ Vec2. And then combining the changed item collaborative management characteristic expression Co _ Vec1, the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item and the R-th water resource allocation plan item to obtain the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item. For example, after performing multiple rounds of convolution operations on the changed event collaborative management characteristic expression Co _ Vec1, the event collaborative management characteristic expression Co _ Vec2 of the R-th water resource deployment plan event, and the R-th water resource deployment plan event, the convolution operation result is used as the to-be-processed information passing through the RN node42 to obtain the event collaborative management characteristic expression Co _ Vec1 of the R-th water resource deployment plan event.
In other examples, for the water resource partition management report (d 1-dE), the item detail description analysis is performed on the 1 st water resource allocation plan transaction to obtain the item collaborative management feature expression Co _ Vec2 of the 1 st water resource allocation plan transaction, the water resource allocation plan transaction with the high collaborative management efficiency value of the 1 st water resource allocation plan transaction is determined by combining the item collaborative management feature expression Co _ Vec2, and the item collaborative management feature expression Co _ Vec2 is output to the 2 nd water resource allocation plan transaction, so that the item collaborative management feature expression Co _ Vec2 of the 1 st water resource allocation plan transaction estimates the collaborative management feature expression Co _ Vec2 of the 2 nd water resource allocation plan transaction, and the item collaborative management feature expression Co _ Vec2 of the 2 nd water resource allocation plan transaction is output to the 3 rd water resource allocation plan, and so on, until the items are repeatedly processed until the item collaborative management feature expression Co _ Vec2 of the 2 estimate the E-1 st water resource allocation plan transaction, and the item collaborative management feature expression Co _ Vec2 represents the Co _ Vec2 c2 of the Co _ Vec2, and the item Co _ Vec2 is estimated by combining the set of the water resource allocation plan transaction, and the item collaborative management feature expression Co _ Vec2 is capable of estimating the Co _ Vec2.
Further, performing item detail description analysis on the E-th water resource allocation plan item to obtain an item collaborative management feature expression Co _ Vec1 of the E-th water resource allocation plan item, and determining the water resource allocation plan item with a high collaborative management efficiency value of the E-th water resource allocation plan item by combining the item collaborative management feature expression Co _ Vec1 to obtain a target water resource allocation plan item corresponding to the E-th water resource allocation plan item. Meanwhile, outputting the item collaborative management characteristic expression Co _ Vec1 of the E-th water resource allocation plan item to the E-1-th water resource allocation plan item, so that the item collaborative management characteristic expression Co _ Vec2 of the E-1-th water resource allocation plan item and the item collaborative management characteristic expression Co _ Vec1 of the E-th water resource allocation plan item are combined to estimate the item collaborative management characteristic expression Co _ Vec1 of the E-1-th water resource allocation plan item, taking the item collaborative management characteristic expression Co _ Vec1 of the E-1-th water resource allocation plan item as management decision improvement knowledge, carrying out decision improvement on the E-1-th water resource allocation plan item to obtain a target water resource allocation plan item corresponding to the E-1-th water resource allocation plan item, meanwhile, outputting the item collaborative management characteristic expression Co _ Vec1 of the E-1 th water resource allocation plan item to the E-2 nd water resource allocation plan item, and the like, repeating the steps until the item collaborative management characteristic expression Co _ Vec1 of the 3 rd water resource allocation plan item is combined to estimate the item collaborative management characteristic expression Co _ Vec1 of the 2 nd water resource allocation plan item, taking the item collaborative management characteristic expression Co _ Vec1 of the 2 nd water resource allocation plan item as the management decision improvement knowledge, carrying out decision improvement on the 2 nd water resource allocation plan item to obtain the target water resource allocation plan item corresponding to the 2 nd water resource allocation plan item, namely, each water resource allocation plan in the water resource partition management report (d 2-dE-1) can be combined with the next group of item collaborative management characteristic expression Co _ Vec1, and estimating the corresponding item collaborative management characteristic expression Co _ Vec1, and determining to obtain the corresponding target water resource allocation plan item by combining the item collaborative management characteristic expression Co _ Vec1. Wherein, the detailed exemplary contents of the water resource allocation plan items can be referred to the prior art, and are not expanded herein.
Based on the same or similar inventive concepts, please refer to fig. 2, which also provides a schematic structural diagram of an application environment 30 of a data processing method based on water resource partition management, including a water resource partition management system 10 and a water resource request server 20, which communicate with each other, and the water resource partition management system 10 and the water resource request server 20 implement or partially implement the technical solution described in the above method embodiment when running.
Further, a computer-readable storage medium is provided, on which a program is stored, which when executed by a processor implements the above-described method.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method can be implemented in other ways. The apparatus and method embodiments described above are illustrative only, as the flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of apparatus, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, the functional modules in the embodiments of the present invention may be integrated together to form an independent part, or each module may exist alone, or two or more modules may be integrated to form an independent part.
The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a network device, or the like) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes. It should be noted that, in this document, 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. Without further limitation, an element defined by the phrases "comprising a," "...," or "comprising" does not exclude the presence of additional like elements in a process, method, article, or apparatus that comprises the element.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (9)

1. A data processing method based on water resource partition management is characterized in that the method is applied to a water resource partition management system, and the method at least comprises the following steps:
obtaining at least one of a matter collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan matter and a matter collaborative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan matter in a water resource partition management report; wherein the water resource partition management report comprises E water resource allocation plan items, E is more than or equal to 3 and is an integer, W +1= R = Q-1, R is an integer;
combining at least one of a matter collaborative management characteristic expression Co _ Vec1 of an R-th water resource allocation plan matter and a matter collaborative management characteristic expression Co _ Vec2 of a Q-th water resource allocation plan matter to obtain management decision improvement knowledge of the R-th water resource allocation plan matter; wherein, the management decision improvement knowledge of the R-th water resource deployment plan item is an item collaborative management characteristic expression Co _ Vec2 of the R-th water resource deployment plan item or an item collaborative management characteristic expression Co _ Vec1 of the R-th water resource deployment plan item;
carrying out decision improvement on the R-th water resource allocation plan item according to the management decision improvement knowledge of the R-th water resource allocation plan item to obtain a target water resource allocation plan item corresponding to the R-th water resource allocation plan item; the cooperative management efficiency value of the target water resource allocation plan item is greater than that of the Rth water resource allocation plan item;
wherein:
the item collaborative management characteristic expression Co _ Vec1 is contradiction detail characteristics in the water resource collaborative use process, and comprises conflicting resource use requirement characteristics;
the item collaborative management characteristic expression Co _ Vec2 is a detail adding characteristic in a water resource collaborative use process, and comprises a complementary resource use demand characteristic;
wherein, R is greater than 1 and less than E, and the obtaining of the management decision improvement knowledge of the R-th water resource allocation plan item by combining at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item includes: determining a matter cooperative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter, the Wth water resource allocation plan matter and the Wth water resource allocation plan matter; determining a matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter, the Q-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec2 of the Q-th water resource allocation plan matter; taking the item collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan item as the management decision improvement knowledge of the Rth water resource allocation plan item;
wherein, the determining the item collaborative management feature expression Co _ Vec2 of the R-th water resource allocation plan item according to the R-th water resource allocation plan item, the W-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item includes: obtaining second resource allocation updating data according to the Rth water resource allocation plan item and the Wth water resource allocation plan item; changing the item collaborative management characteristic expression Co _ Vec2 of the Wth water resource allocation plan item according to the second resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec2; according to the changed matter collaborative management characteristic expression Co _ Vec2 and the R-th water resource allocation plan matter, obtaining the matter collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter;
wherein, the determining the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item according to the R-th water resource allocation plan item, the Q-th water resource allocation plan item, the item collaborative management feature expression Co _ Vec1 of the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the R-th water resource allocation plan item includes: obtaining first resource allocation updating data according to the Rth water resource allocation plan item and the Qth water resource allocation plan item; changing the item collaborative management characteristic expression Co _ Vec1 of the Q & ltth & gt water resource allocation plan item according to the first resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec1; obtaining a matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter, the changed matter cooperative management characteristic expression Co _ Vec1 and the R-th water resource allocation plan matter;
wherein:
carrying out decision improvement on the Rth water resource allocation plan item according to the management decision improvement knowledge of the Rth water resource allocation plan item to obtain a target water resource allocation plan item corresponding to the Rth water resource allocation plan item, wherein the decision improvement comprises the following steps: expanding the management decision improved knowledge of the R-th water resource allocation plan item through convolution operation and multi-dimensional integration to obtain the management decision improved knowledge with high collaborative management efficiency value; and deriving the R-th water resource allocation plan item to obtain a derivative item, and summing the management decision improvement knowledge with the high collaborative management efficiency value and the derivative item to obtain a target water resource allocation plan item corresponding to the R-th water resource allocation plan item.
2. The method of claim 1, wherein R is greater than 1 and less than E, and said combining at least one of the R-th water resource deployment plan item, the item collaborative management feature expression Co _ Vec1 of the Q-th water resource deployment plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource deployment plan item, results in improved knowledge of administrative decisions for the R-th water resource deployment plan item, comprising:
determining a matter cooperative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter, the Qth water resource allocation plan matter and the Qth water resource allocation plan matter;
determining a matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter according to the matter cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter, the W-th water resource allocation plan matter and the matter cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
3. The method according to claim 2, wherein said determining the item Co-management feature expression Co _ Vec1 of the R-th water resource deployment plan item according to the item Co-management feature expression Co _ Vec1 of the R-th water resource deployment plan item, the Q-th water resource deployment plan item and the Q-th water resource deployment plan item comprises:
obtaining first resource allocation updating data according to the Rth water resource allocation plan item and the Qth water resource allocation plan item;
changing the item collaborative management characteristic expression Co _ Vec1 of the Q-th water resource allocation plan item according to the first resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec1;
and obtaining the item cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item according to the changed item cooperative management characteristic expression Co _ Vec1 and the R-th water resource allocation plan item.
4. The method of claim 3, wherein determining the matter collaborative management feature expression Co _ Vec2 of the Rth water resource allocation plan item according to the Rth water resource allocation plan item, the Wth water resource allocation plan item, the matter collaborative management feature expression Co _ Vec2 of the Wth water resource allocation plan item, and the matter collaborative management feature expression Co _ Vec1 of the Rth water resource allocation plan item comprises:
obtaining second resource allocation updating data according to the Rth water resource allocation plan item and the Wth water resource allocation plan item;
changing the item collaborative management characteristic expression Co _ Vec2 of the Wth water resource allocation plan item according to the second resource allocation updating data to obtain a changed item collaborative management characteristic expression Co _ Vec2;
and obtaining the item cooperative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item according to the item cooperative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item, the changed item cooperative management characteristic expression Co _ Vec2 and the R-th water resource allocation plan item.
5. The method of claim 1, wherein R is 1, and said combining at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource deployment plan item, the Q-th water resource deployment plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource deployment plan item, to obtain the management decision improvement knowledge of the R-th water resource deployment plan item, comprises:
performing item detail description analysis on the Rth water resource allocation plan item to obtain an item collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan item;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
6. The method of claim 1, wherein R = E, in combination with at least one of an Rth water resource allocation plan item, a matter collaborative management feature expression Co _ Vec1 of the Qth water resource allocation plan item, and a matter collaborative management feature expression Co _ Vec2 of the Wth water resource allocation plan item, obtains management decision improvement knowledge of the Rth water resource allocation plan item, comprising:
performing item detail description analysis on the Rth water resource allocation plan item to obtain an item collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan item;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
7. The method of claim 1, wherein R is 1, and the obtaining of the management decision improvement knowledge of the R-th water resource allocation plan item by combining at least one of the item collaborative management feature expression Co _ Vec1 of the R-th water resource allocation plan item, the Q-th water resource allocation plan item, and the item collaborative management feature expression Co _ Vec2 of the W-th water resource allocation plan item comprises:
for the Rth water resource allocation plan item, obtaining an item collaborative management characteristic expression Co _ Vec1 of the Qth water resource allocation plan item;
obtaining a matter collaborative management characteristic expression Co _ Vec2 of the Rth water resource allocation plan matter according to the matter collaborative management characteristic expression Co _ Vec1 of the Rth water resource allocation plan matter and the Qth water resource allocation plan matter;
and taking the item collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
8. The method of claim 1, wherein R = E, in combination with at least one of an Rth water resource allocation plan item, a matter collaborative management feature expression Co _ Vec1 of the Qth water resource allocation plan item, and a matter collaborative management feature expression Co _ Vec2 of the Wth water resource allocation plan item, obtains management decision improvement knowledge of the Rth water resource allocation plan item, comprising:
for the R-th water resource allocation plan item, acquiring an item collaborative management characteristic expression Co _ Vec2 of the W-th water resource allocation plan item;
obtaining a matter collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan matter according to the matter collaborative management characteristic expression Co _ Vec2 of the R-th water resource allocation plan matter and the W-th water resource allocation plan matter;
and taking the item collaborative management characteristic expression Co _ Vec1 of the R-th water resource allocation plan item as the management decision improvement knowledge of the R-th water resource allocation plan item.
9. A water resource partition management system, comprising a processor and a memory; the processor is communicatively connected to the memory, and the processor is configured to read the computer program from the memory and execute the computer program to implement the method of any one of claims 1 to 8.
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Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114238493A (en) * 2021-11-08 2022-03-25 苏州纳故环保科技有限公司 Block chain data processing method and system based on resource recovery platform

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2464056A1 (en) * 2003-04-29 2004-10-29 Vernon Rogers Water resource management system and methods of use thereof
CN108846325A (en) * 2018-05-28 2018-11-20 广州极飞科技有限公司 Planing method, device, storage medium and the processor of target area operation
CN114860833B (en) * 2022-05-30 2023-08-11 江苏顺骁工程科技有限公司 Data center station and data processing method applied to digital twin hydraulic engineering
CN115271437B (en) * 2022-07-27 2023-04-07 中国水利水电科学研究院 Water resource configuration method and system based on multi-decision-making main body
CN115375203B (en) * 2022-10-25 2023-02-07 山东省地质矿产勘查开发局八〇一水文地质工程地质大队(山东省地矿工程勘察院) Comprehensive analysis system for multi-element water resource optimization configuration

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114238493A (en) * 2021-11-08 2022-03-25 苏州纳故环保科技有限公司 Block chain data processing method and system based on resource recovery platform

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
曾宪波.水资源管理决策支持系统总体构想.人民珠江.2002,(04),全文. *
林木隆 ; .水资源指标分析在实际工作中的运用.珠江现代建设.2004,(01),全文. *
马拥军 ; .长江流域水资源管理决策支持系统建设.人民长江.2009,(04),全文. *

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