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Intelligent scene big data analysis system
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A technology for analyzing systems and intelligent scenarios, applied in the field of scenario monitoring
Active Publication Date: 2019-10-15
广州艾帝西信息科技有限公司
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Technical indicators such as dissolved oxygen, pH value, total ammonia and nitritenitrogen content and temperature in ponds are very important for aquaculture, but water quality problems are usually not caused by only one indicator, and farmers have no way to really judge It is often caused by specific factors, and the medicine is often used according to the appearance, so the serious consequences caused by the wrong medicine can only be borne by oneself
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Embodiment 1
[0100] Embodiments of the present invention provide a water quality comprehensive evaluation and analysis method, including:
[0101] S1: Set the forecast target and the decision index N in the decision-making layer 1 ,N 2 ,...,N m , the data block index set S in the target and decision-making layer 1 ,S 2 ,...,S m , where the data block index set S m There is water quality parameter sample A in i1 ,A i2 ,...A im ,i=1,2,...,m;
[0102] S2: Take the decision index S b (b=1,2,...,m) as the basis vector, with A jk (k=1,2,...,m k) is the eigenvector, in the base vector S b Construct a comprehensive correlation matrix and calculate A ij to S m The size of the influence:
[0103]
[0104] Among them, B ij The column vector of S m Sample A in i1 ,A i2 ,...A im , B mm The transverse quantity of S m Sample A in j1 ,A j2 ,...,A jmk ; when B ij =0, A jk Not subject to S m middle A i1 effect, when B ij = 1, A jk Subject to S m middle A i1 Impact;
[01...
Embodiment 2
[0112] Such as figure 2 , The embodiment of the present invention provides a water quality comprehensive evaluation and analysis system.
[0113] Including: building block 1 of various water quality parameters, decomposing various water quality parameters monitored in real time according to specific conditions and thresholds, and constructing various water quality parameter modules 1;
[0114] The comprehensive evaluation weight acquisition module 2 of each water quality parameter calculates and analyzes each water quality parameter to obtain the index evaluation value of each water quality parameter, and then performs unified weight calculation through the random forestalgorithm to obtain the comprehensive evaluation weight of each water quality parameter;
[0115] Obtaining the mutual influence relationship of each two water quality parameters module 3, carrying out Pearson correlation analysis on each two water quality parameters to obtain the mutual influence of each two...
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technical field [0001] The invention relates to the field of scene monitoring, in particular to an intelligent scene big data analysis system. Background technique [0002] my country is a big aquaculture country in the world, and its aquaculture production accounts for more than 70% of the world's total production, among which pond aquaculture is the top priority in aquaculture. Technical indicators such as dissolved oxygen, pH value, total ammonia and nitritenitrogen content and temperature in ponds are very important for aquaculture, but water quality problems are usually not caused by only one indicator, and farmers have no way to really judge It is often caused by specific factors, and the medication is often used according to the appearance. Therefore, the serious consequences caused by medication errors can only be borne by oneself. In view of this, an intelligent scene big data analysis system is provided to solve the above problems. Contents of the invention ...
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