Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387567514> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4387567514 abstract "In this work, a model-free Reinforcement Learning method is implemented to control the aeration in the nitrification process in wastewater treatment plants (WWTPs). Controlling real complex non-linear processes is challenging due to model mismatch between the model used in the controller and the real process. Model-based control strategies can fail in a real implementation due to modeling errors. WWTPs include multivariable, nonlinear, and complex biological processes, which makes it difficult to obtain adequate models to represent the dynamics of the process under all possible conditions. For this reason, a model-free reinforcement learning agent that takes advantage of Transfer Learning is selected. This data-driven procedure is trained to deal with the trade-off between effluent quality and operating costs. The results demonstrate that model-free RL can reach sub-optimal solutions through a data-driven procedure." @default.
- W4387567514 created "2023-10-13" @default.
- W4387567514 creator A5041970163 @default.
- W4387567514 creator A5045101158 @default.
- W4387567514 creator A5056893587 @default.
- W4387567514 creator A5073577453 @default.
- W4387567514 creator A5090376700 @default.
- W4387567514 date "2023-09-12" @default.
- W4387567514 modified "2023-10-13" @default.
- W4387567514 title "Optimal set point generation based on deep reinforcement learning and transfer knowledge for Wastewater Treatment Plants" @default.
- W4387567514 cites W1481405077 @default.
- W4387567514 cites W2006491884 @default.
- W4387567514 cites W2020066883 @default.
- W4387567514 cites W2116205101 @default.
- W4387567514 cites W2202549229 @default.
- W4387567514 cites W2771100845 @default.
- W4387567514 cites W2788862220 @default.
- W4387567514 cites W2808785294 @default.
- W4387567514 cites W2915369020 @default.
- W4387567514 cites W2986617680 @default.
- W4387567514 cites W2997725403 @default.
- W4387567514 cites W3001383966 @default.
- W4387567514 cites W3006834685 @default.
- W4387567514 cites W3094639753 @default.
- W4387567514 cites W3109330680 @default.
- W4387567514 cites W3134744011 @default.
- W4387567514 cites W3213705378 @default.
- W4387567514 cites W32403112 @default.
- W4387567514 cites W4302085243 @default.
- W4387567514 cites W4320729930 @default.
- W4387567514 doi "https://doi.org/10.1109/etfa54631.2023.10275522" @default.
- W4387567514 hasPublicationYear "2023" @default.
- W4387567514 type Work @default.
- W4387567514 citedByCount "0" @default.
- W4387567514 crossrefType "proceedings-article" @default.
- W4387567514 hasAuthorship W4387567514A5041970163 @default.
- W4387567514 hasAuthorship W4387567514A5045101158 @default.
- W4387567514 hasAuthorship W4387567514A5056893587 @default.
- W4387567514 hasAuthorship W4387567514A5073577453 @default.
- W4387567514 hasAuthorship W4387567514A5090376700 @default.
- W4387567514 hasConcept C111919701 @default.
- W4387567514 hasConcept C115952470 @default.
- W4387567514 hasConcept C121332964 @default.
- W4387567514 hasConcept C127413603 @default.
- W4387567514 hasConcept C133731056 @default.
- W4387567514 hasConcept C150899416 @default.
- W4387567514 hasConcept C154945302 @default.
- W4387567514 hasConcept C155386361 @default.
- W4387567514 hasConcept C158622935 @default.
- W4387567514 hasConcept C177264268 @default.
- W4387567514 hasConcept C199360897 @default.
- W4387567514 hasConcept C203479927 @default.
- W4387567514 hasConcept C2775924081 @default.
- W4387567514 hasConcept C41008148 @default.
- W4387567514 hasConcept C47446073 @default.
- W4387567514 hasConcept C62520636 @default.
- W4387567514 hasConcept C6557445 @default.
- W4387567514 hasConcept C76956256 @default.
- W4387567514 hasConcept C86803240 @default.
- W4387567514 hasConcept C87717796 @default.
- W4387567514 hasConcept C97541855 @default.
- W4387567514 hasConcept C98045186 @default.
- W4387567514 hasConceptScore W4387567514C111919701 @default.
- W4387567514 hasConceptScore W4387567514C115952470 @default.
- W4387567514 hasConceptScore W4387567514C121332964 @default.
- W4387567514 hasConceptScore W4387567514C127413603 @default.
- W4387567514 hasConceptScore W4387567514C133731056 @default.
- W4387567514 hasConceptScore W4387567514C150899416 @default.
- W4387567514 hasConceptScore W4387567514C154945302 @default.
- W4387567514 hasConceptScore W4387567514C155386361 @default.
- W4387567514 hasConceptScore W4387567514C158622935 @default.
- W4387567514 hasConceptScore W4387567514C177264268 @default.
- W4387567514 hasConceptScore W4387567514C199360897 @default.
- W4387567514 hasConceptScore W4387567514C203479927 @default.
- W4387567514 hasConceptScore W4387567514C2775924081 @default.
- W4387567514 hasConceptScore W4387567514C41008148 @default.
- W4387567514 hasConceptScore W4387567514C47446073 @default.
- W4387567514 hasConceptScore W4387567514C62520636 @default.
- W4387567514 hasConceptScore W4387567514C6557445 @default.
- W4387567514 hasConceptScore W4387567514C76956256 @default.
- W4387567514 hasConceptScore W4387567514C86803240 @default.
- W4387567514 hasConceptScore W4387567514C87717796 @default.
- W4387567514 hasConceptScore W4387567514C97541855 @default.
- W4387567514 hasConceptScore W4387567514C98045186 @default.
- W4387567514 hasLocation W43875675141 @default.
- W4387567514 hasOpenAccess W4387567514 @default.
- W4387567514 hasPrimaryLocation W43875675141 @default.
- W4387567514 hasRelatedWork W1027657725 @default.
- W4387567514 hasRelatedWork W2031695474 @default.
- W4387567514 hasRelatedWork W2138720691 @default.
- W4387567514 hasRelatedWork W2169926512 @default.
- W4387567514 hasRelatedWork W2586732548 @default.
- W4387567514 hasRelatedWork W2623471005 @default.
- W4387567514 hasRelatedWork W3049728571 @default.
- W4387567514 hasRelatedWork W4306904969 @default.
- W4387567514 hasRelatedWork W4362501864 @default.
- W4387567514 hasRelatedWork W4380318855 @default.
- W4387567514 isParatext "false" @default.
- W4387567514 isRetracted "false" @default.
- W4387567514 workType "article" @default.