Ring cooling machine air capacity control method and system based on sound source features
A technology of air volume control and ring cooling machine, which is applied in pump control, furnace control device, mechanical equipment, etc., can solve the problems of increasing the air volume of the ring cooling fan, waste of energy of the ring cooling fan, etc., and achieves the improvement of cooling effect and stable production. Effect
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Embodiment 1
[0044] combine figure 1 and Image 6 In this embodiment, a method for controlling the air volume of an annular cooler based on the characteristics of the sound source is provided. Several first sound signal collectors are installed at the trolley of the annular cooler, and several second sound signal collectors are installed at the annular fan. An air volume detector is arranged at the outlet of the Taiwan ring air cooler, and the method includes the following steps:
[0045] Step 1: Collect the sound data of the ring cooling machine trolley and the sound data of the ring cooling fan under normal working conditions and fault conditions respectively; remove the influence of fan sound data from the sound data of the trolley according to the source reconstruction, and obtain the influence of eliminating interference After the normal working sound source sample set and the air leakage fault sound source sample set; use the normal working sound source sample set and the air leakag...
Embodiment 2
[0049] combine figure 2 , as a specific solution of embodiment 1, the method for obtaining the historical sample set after removing the influence of interference in the above step 1 includes:
[0050] Step 1.1: Collect the sound data of the ring cooler trolley and the sound data of the ring cooler fan under normal working conditions and fault conditions, and obtain the normal data set X normal and air leakage fault data set X fault , the trolley sound samples and fan sound samples in the data set appear in pairs, and correspond to each other according to the collection time;
[0051] Step 1.2: The normal data set X normal and air leakage fault data set X fault Mix to obtain a class-balanced historical sample set;
[0052] Step 1.3: In the category-balanced historical sample set, superimpose the sound samples of each slave trolley and the corresponding fan sound samples into a mixed sample to obtain a balanced mixed historical sample set;
[0053] Step 1.4: Perform indepe...
Embodiment 3
[0066] combine image 3, as the specific scheme of embodiment 1, the method for obtaining the air leakage rate index of the annular cooler based on the sound source characteristics in the above step 2 is:
[0067] Step 2.1: Sampling and denoising the collected sound data of the trolley in the workshop and the sound data of the fan to obtain a pair of online sound samples of the trolley and the online sound of the fan;
[0068] Step 2.2: Reconstruct the source of the online sound samples of the trolley and the online sound samples of the fan in real time, and obtain the sound intensity set of the trolley corresponding to the fault characteristic sound source as S1 j ={s1 j1 ,...,s1 jk}, the fan sound intensity set is S2 j ={s2 j1 ,...,s2 jk}, where j is the serial number of the current sample, i is the serial number of the characteristic sound source, s1 ji is the sound intensity of the trolley corresponding to the i-th feature of the current sample, s2 ji is the fan sou...
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