Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCC
In the process of water treatment, coagulation is an important process to remove minerals and organic particles from raw water, which has typical time delay and nonlinearity. The effect of coagulation directly affects the turbidity of the effluent. According to the good correlation between the mean...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
|
| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2022/1862844 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849308155090042880 |
|---|---|
| author | Jun Liu Siqi Peng Nan Zhou |
| author_facet | Jun Liu Siqi Peng Nan Zhou |
| author_sort | Jun Liu |
| collection | DOAJ |
| description | In the process of water treatment, coagulation is an important process to remove minerals and organic particles from raw water, which has typical time delay and nonlinearity. The effect of coagulation directly affects the turbidity of the effluent. According to the good correlation between the mean equivalent diameter of floc particles and the turbidity of effluent water, the image processing method is used to preprocess the floc image, the parameters of floc particles are quantitatively analyzed, and the mean equivalent diameter of floc particles is obtained, which is used as one of the bases for the control of coagulant dosage. However, no matter whether the coagulation process in actual situations interferes with the outside world or not, the equivalent diameters of floc particles after coagulation may have abnormal and invalid values, which may lead to a problem that there is a large difference between the mean equivalent diameter of floc particles calculated by a least square method and the mean valid equivalent diameter of floc particles. In response to this problem, this article proposes an optimal calculation method of the mean equivalent diameter of floc particles based on the maximum correntropy criterion (MCC) to reduce the negative impact of the abnormal and invalid equivalent diameters of floc particles on the mean equivalent diameter and provide an important reference data for the precise dosing control of coagulants. Finally, the feasibility of the theoretical results is verified by several numerical experiments. |
| format | Article |
| id | doaj-art-145878764e2f43b587fa8cf4a569cc47 |
| institution | Kabale University |
| issn | 1099-0526 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-145878764e2f43b587fa8cf4a569cc472025-08-20T03:54:33ZengWileyComplexity1099-05262022-01-01202210.1155/2022/1862844Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCCJun Liu0Siqi Peng1Nan Zhou2School of AutomationSchool of AutomationSchool of Electronic Information and Electrical EngineeringIn the process of water treatment, coagulation is an important process to remove minerals and organic particles from raw water, which has typical time delay and nonlinearity. The effect of coagulation directly affects the turbidity of the effluent. According to the good correlation between the mean equivalent diameter of floc particles and the turbidity of effluent water, the image processing method is used to preprocess the floc image, the parameters of floc particles are quantitatively analyzed, and the mean equivalent diameter of floc particles is obtained, which is used as one of the bases for the control of coagulant dosage. However, no matter whether the coagulation process in actual situations interferes with the outside world or not, the equivalent diameters of floc particles after coagulation may have abnormal and invalid values, which may lead to a problem that there is a large difference between the mean equivalent diameter of floc particles calculated by a least square method and the mean valid equivalent diameter of floc particles. In response to this problem, this article proposes an optimal calculation method of the mean equivalent diameter of floc particles based on the maximum correntropy criterion (MCC) to reduce the negative impact of the abnormal and invalid equivalent diameters of floc particles on the mean equivalent diameter and provide an important reference data for the precise dosing control of coagulants. Finally, the feasibility of the theoretical results is verified by several numerical experiments.http://dx.doi.org/10.1155/2022/1862844 |
| spellingShingle | Jun Liu Siqi Peng Nan Zhou Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCC Complexity |
| title | Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCC |
| title_full | Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCC |
| title_fullStr | Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCC |
| title_full_unstemmed | Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCC |
| title_short | Optimal Calculation Method of Mean Equivalent Diameter of Floc Particles Based on MCC |
| title_sort | optimal calculation method of mean equivalent diameter of floc particles based on mcc |
| url | http://dx.doi.org/10.1155/2022/1862844 |
| work_keys_str_mv | AT junliu optimalcalculationmethodofmeanequivalentdiameterofflocparticlesbasedonmcc AT siqipeng optimalcalculationmethodofmeanequivalentdiameterofflocparticlesbasedonmcc AT nanzhou optimalcalculationmethodofmeanequivalentdiameterofflocparticlesbasedonmcc |