Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367676181> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W4367676181 abstract "With the continuous progress of society and economy, the management of water resources and the prevention and control of sewage are becoming more and more important. Due to the complex structure of the mechanistic prediction model and the huge amount of computation, the universality is weak, and it is not easy to generalize. In order to improve the prediction accuracy of water quality index data, this paper proposes an ARIMA-GRU water quality prediction model based on wavelet decomposition. The model divides the water quality index data into high-frequency components and low-frequency components through wavelet decomposition and coefficient reconstruction, which are respectively input into the differential autoregressive moving average model (ARIMA) and the gated recurrent neural network (GRU), and then each model is used. The predicted values are combined to obtain the final prediction result. Compared with a single prediction model, the water quality prediction model has better accuracy and higher coincidence with the real value, and has practical application value." @default.
- W4367676181 created "2023-05-03" @default.
- W4367676181 creator A5003583892 @default.
- W4367676181 creator A5078205101 @default.
- W4367676181 date "2023-05-02" @default.
- W4367676181 modified "2023-10-01" @default.
- W4367676181 title "ARIMA-GRU water quality prediction method based on wavelet decomposition" @default.
- W4367676181 doi "https://doi.org/10.1117/12.2674722" @default.
- W4367676181 hasPublicationYear "2023" @default.
- W4367676181 type Work @default.
- W4367676181 citedByCount "0" @default.
- W4367676181 crossrefType "proceedings-article" @default.
- W4367676181 hasAuthorship W4367676181A5003583892 @default.
- W4367676181 hasAuthorship W4367676181A5078205101 @default.
- W4367676181 hasConcept C105795698 @default.
- W4367676181 hasConcept C119857082 @default.
- W4367676181 hasConcept C124101348 @default.
- W4367676181 hasConcept C151406439 @default.
- W4367676181 hasConcept C154945302 @default.
- W4367676181 hasConcept C159877910 @default.
- W4367676181 hasConcept C175706884 @default.
- W4367676181 hasConcept C196216189 @default.
- W4367676181 hasConcept C22789450 @default.
- W4367676181 hasConcept C24338571 @default.
- W4367676181 hasConcept C31972630 @default.
- W4367676181 hasConcept C33923547 @default.
- W4367676181 hasConcept C41008148 @default.
- W4367676181 hasConcept C47432892 @default.
- W4367676181 hasConceptScore W4367676181C105795698 @default.
- W4367676181 hasConceptScore W4367676181C119857082 @default.
- W4367676181 hasConceptScore W4367676181C124101348 @default.
- W4367676181 hasConceptScore W4367676181C151406439 @default.
- W4367676181 hasConceptScore W4367676181C154945302 @default.
- W4367676181 hasConceptScore W4367676181C159877910 @default.
- W4367676181 hasConceptScore W4367676181C175706884 @default.
- W4367676181 hasConceptScore W4367676181C196216189 @default.
- W4367676181 hasConceptScore W4367676181C22789450 @default.
- W4367676181 hasConceptScore W4367676181C24338571 @default.
- W4367676181 hasConceptScore W4367676181C31972630 @default.
- W4367676181 hasConceptScore W4367676181C33923547 @default.
- W4367676181 hasConceptScore W4367676181C41008148 @default.
- W4367676181 hasConceptScore W4367676181C47432892 @default.
- W4367676181 hasLocation W43676761811 @default.
- W4367676181 hasOpenAccess W4367676181 @default.
- W4367676181 hasPrimaryLocation W43676761811 @default.
- W4367676181 hasRelatedWork W1492189303 @default.
- W4367676181 hasRelatedWork W1882281388 @default.
- W4367676181 hasRelatedWork W2393365513 @default.
- W4367676181 hasRelatedWork W2518538438 @default.
- W4367676181 hasRelatedWork W2591272380 @default.
- W4367676181 hasRelatedWork W2746349969 @default.
- W4367676181 hasRelatedWork W3046786323 @default.
- W4367676181 hasRelatedWork W3115491726 @default.
- W4367676181 hasRelatedWork W4239643201 @default.
- W4367676181 hasRelatedWork W2562010069 @default.
- W4367676181 isParatext "false" @default.
- W4367676181 isRetracted "false" @default.
- W4367676181 workType "article" @default.