Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308706079> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4308706079 abstract "Abstract Acoustic technologies are popular for the detection of leak detriments in water pipelines. However, problems of false alarms, missed leaks, limited site information, and the high cost of long-term monitoring remain prevalent. These issues demand a more sophisticated testing approach suitable for real-world applications. Hydrophone technology has a strong promise for precision leak detection. However, acoustic leak detection is mostly focused on detection using controlled testbed experiments. The practical application of hydrophones for leak detection has not been well reported in the literature. The current study presents a smart real-time leak detection system that uses real-time acoustic data collection. AI-based data-driven models were developed to identify leaks based on limited site information. Different classification models were trained using various feature combinations to identify the most significant model and feature set. ensemble-based classifiers of Adaboost, and Random Forest demonstrated the most promising performance for the leak detection application. Results reveal hydrophones to be more effective as compared to other acoustic devices like accelerometers and noise loggers in detecting leaks." @default.
- W4308706079 created "2022-11-14" @default.
- W4308706079 creator A5008277379 @default.
- W4308706079 creator A5025176950 @default.
- W4308706079 creator A5091382230 @default.
- W4308706079 date "2022-11-10" @default.
- W4308706079 modified "2023-09-27" @default.
- W4308706079 title "AI-based smart water leak detection using hydrophones " @default.
- W4308706079 cites W1499399937 @default.
- W4308706079 cites W1988713077 @default.
- W4308706079 cites W2025989647 @default.
- W4308706079 cites W2095345875 @default.
- W4308706079 cites W2114446345 @default.
- W4308706079 cites W2126530251 @default.
- W4308706079 cites W2126947419 @default.
- W4308706079 cites W2135458935 @default.
- W4308706079 cites W2220303738 @default.
- W4308706079 cites W2621202750 @default.
- W4308706079 cites W2791987383 @default.
- W4308706079 cites W2859982247 @default.
- W4308706079 cites W2897111782 @default.
- W4308706079 cites W2899122233 @default.
- W4308706079 cites W2945094647 @default.
- W4308706079 cites W2968999390 @default.
- W4308706079 cites W2969484139 @default.
- W4308706079 cites W2981937266 @default.
- W4308706079 cites W2999052398 @default.
- W4308706079 cites W3024298046 @default.
- W4308706079 cites W3094213198 @default.
- W4308706079 cites W3143873535 @default.
- W4308706079 cites W3184069256 @default.
- W4308706079 cites W3206489419 @default.
- W4308706079 cites W3211509139 @default.
- W4308706079 cites W4210763013 @default.
- W4308706079 cites W4223493137 @default.
- W4308706079 doi "https://doi.org/10.21203/rs.3.rs-2149154/v1" @default.
- W4308706079 hasPublicationYear "2022" @default.
- W4308706079 type Work @default.
- W4308706079 citedByCount "0" @default.
- W4308706079 crossrefType "posted-content" @default.
- W4308706079 hasAuthorship W4308706079A5008277379 @default.
- W4308706079 hasAuthorship W4308706079A5025176950 @default.
- W4308706079 hasAuthorship W4308706079A5091382230 @default.
- W4308706079 hasBestOaLocation W43087060791 @default.
- W4308706079 hasConcept C111919701 @default.
- W4308706079 hasConcept C121332964 @default.
- W4308706079 hasConcept C127413603 @default.
- W4308706079 hasConcept C138885662 @default.
- W4308706079 hasConcept C141404830 @default.
- W4308706079 hasConcept C154945302 @default.
- W4308706079 hasConcept C24890656 @default.
- W4308706079 hasConcept C2776328434 @default.
- W4308706079 hasConcept C2776401178 @default.
- W4308706079 hasConcept C2780378346 @default.
- W4308706079 hasConcept C2987355568 @default.
- W4308706079 hasConcept C31258907 @default.
- W4308706079 hasConcept C31395832 @default.
- W4308706079 hasConcept C41008148 @default.
- W4308706079 hasConcept C41895202 @default.
- W4308706079 hasConcept C79403827 @default.
- W4308706079 hasConcept C87717796 @default.
- W4308706079 hasConcept C89805583 @default.
- W4308706079 hasConcept C95623464 @default.
- W4308706079 hasConceptScore W4308706079C111919701 @default.
- W4308706079 hasConceptScore W4308706079C121332964 @default.
- W4308706079 hasConceptScore W4308706079C127413603 @default.
- W4308706079 hasConceptScore W4308706079C138885662 @default.
- W4308706079 hasConceptScore W4308706079C141404830 @default.
- W4308706079 hasConceptScore W4308706079C154945302 @default.
- W4308706079 hasConceptScore W4308706079C24890656 @default.
- W4308706079 hasConceptScore W4308706079C2776328434 @default.
- W4308706079 hasConceptScore W4308706079C2776401178 @default.
- W4308706079 hasConceptScore W4308706079C2780378346 @default.
- W4308706079 hasConceptScore W4308706079C2987355568 @default.
- W4308706079 hasConceptScore W4308706079C31258907 @default.
- W4308706079 hasConceptScore W4308706079C31395832 @default.
- W4308706079 hasConceptScore W4308706079C41008148 @default.
- W4308706079 hasConceptScore W4308706079C41895202 @default.
- W4308706079 hasConceptScore W4308706079C79403827 @default.
- W4308706079 hasConceptScore W4308706079C87717796 @default.
- W4308706079 hasConceptScore W4308706079C89805583 @default.
- W4308706079 hasConceptScore W4308706079C95623464 @default.
- W4308706079 hasLocation W43087060791 @default.
- W4308706079 hasOpenAccess W4308706079 @default.
- W4308706079 hasPrimaryLocation W43087060791 @default.
- W4308706079 hasRelatedWork W2163873407 @default.
- W4308706079 hasRelatedWork W2571193957 @default.
- W4308706079 hasRelatedWork W2791987383 @default.
- W4308706079 hasRelatedWork W2801302745 @default.
- W4308706079 hasRelatedWork W2897111782 @default.
- W4308706079 hasRelatedWork W2902145121 @default.
- W4308706079 hasRelatedWork W3011070638 @default.
- W4308706079 hasRelatedWork W3184069256 @default.
- W4308706079 hasRelatedWork W3206489419 @default.
- W4308706079 hasRelatedWork W4308706079 @default.
- W4308706079 isParatext "false" @default.
- W4308706079 isRetracted "false" @default.
- W4308706079 workType "article" @default.