Smart Audio Sensing‐BasedHVAC Monitoring
Article Swipe
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· 2017
· Open Access
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· DOI: https://doi.org/10.1002/9781119226444.ch23
This chapter proposes a Smart Audio SEnsing-based Maintenance (SASEM) system that has a single unifying intellectual focus, that is, enabling predictive maintenance of building equipment by autonomously monitoring and analyzing their acoustic emissions. Through SASEM, it aims to develop and mature the science of using acoustic signals for system assessment prognosis of centralized HVAC systems. Acoustic data of centralized HVAC systems is gathered in real time and processed for environmental decision making from four buildings - the three are in the University of Florida (UFL) campus and the fourth is the Flexible Research Platform situated in Oak Ridge National Laboratory (ORNL) campus. The chapter also proposes novel hardware and middleware for audio data gathering using wireless acoustic sensor networks and cloud computing and effective machine learning-based classifiers to identify acoustic characteristics of building equipment.
Related Topics
- Type
- other
- Language
- en
- Landing Page
- https://doi.org/10.1002/9781119226444.ch23
- OA Status
- gold
- Cited By
- 4
- References
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- OpenAlex ID
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Raw OpenAlex JSON
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https://openalex.org/W2727529268Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1002/9781119226444.ch23Digital Object Identifier
- Title
-
Smart Audio Sensing‐Based
HVAC MonitoringWork title - Type
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otherOpenAlex work type
- Language
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enPrimary language
- Publication year
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2017Year of publication
- Publication date
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2017-06-30Full publication date if available
- Authors
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Shahriar Nirjon, Ravi Srinivasan, Tamim SookoorList of authors in order
- Landing page
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https://doi.org/10.1002/9781119226444.ch23Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://doi.org/10.1002/9781119226444.ch23Direct OA link when available
- Concepts
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Oak Ridge National Laboratory, HVAC, Computer science, Middleware (distributed applications), Situated, Cloud computing, Real-time computing, Systems engineering, Telecommunications, Engineering, Database, Operating system, Artificial intelligence, Air conditioning, Mechanical engineering, Nuclear physics, PhysicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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4Total citation count in OpenAlex
- Citations by year (recent)
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2021: 1, 2020: 1, 2019: 2Per-year citation counts (last 5 years)
- References (count)
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55Number of works referenced by this work
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-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.This | 0 |
| abstract_inverted_index.aims | 36 |
| abstract_inverted_index.also | 104 |
| abstract_inverted_index.data | 56, 112 |
| abstract_inverted_index.four | 73 |
| abstract_inverted_index.from | 72 |
| abstract_inverted_index.real | 64 |
| abstract_inverted_index.that | 10, 17 |
| abstract_inverted_index.time | 65 |
| abstract_inverted_index.(UFL) | 84 |
| abstract_inverted_index.Audio | 5 |
| abstract_inverted_index.Ridge | 97 |
| abstract_inverted_index.Smart | 4 |
| abstract_inverted_index.audio | 111 |
| abstract_inverted_index.cloud | 120 |
| abstract_inverted_index.novel | 106 |
| abstract_inverted_index.their | 30 |
| abstract_inverted_index.three | 77 |
| abstract_inverted_index.using | 44, 114 |
| abstract_inverted_index.(ORNL) | 100 |
| abstract_inverted_index.SASEM, | 34 |
| abstract_inverted_index.campus | 85 |
| abstract_inverted_index.focus, | 16 |
| abstract_inverted_index.fourth | 88 |
| abstract_inverted_index.making | 71 |
| abstract_inverted_index.mature | 40 |
| abstract_inverted_index.sensor | 117 |
| abstract_inverted_index.single | 13 |
| abstract_inverted_index.system | 9, 48 |
| abstract_inverted_index.(SASEM) | 8 |
| abstract_inverted_index.Florida | 83 |
| abstract_inverted_index.Through | 33 |
| abstract_inverted_index.campus. | 101 |
| abstract_inverted_index.chapter | 1, 103 |
| abstract_inverted_index.develop | 38 |
| abstract_inverted_index.machine | 124 |
| abstract_inverted_index.science | 42 |
| abstract_inverted_index.signals | 46 |
| abstract_inverted_index.systems | 60 |
| abstract_inverted_index.Acoustic | 55 |
| abstract_inverted_index.Flexible | 91 |
| abstract_inverted_index.National | 98 |
| abstract_inverted_index.Platform | 93 |
| abstract_inverted_index.Research | 92 |
| abstract_inverted_index.acoustic | 31, 45, 116, 129 |
| abstract_inverted_index.building | 23, 132 |
| abstract_inverted_index.decision | 70 |
| abstract_inverted_index.enabling | 19 |
| abstract_inverted_index.gathered | 62 |
| abstract_inverted_index.hardware | 107 |
| abstract_inverted_index.identify | 128 |
| abstract_inverted_index.networks | 118 |
| abstract_inverted_index.proposes | 2, 105 |
| abstract_inverted_index.situated | 94 |
| abstract_inverted_index.systems. | 54 |
| abstract_inverted_index.unifying | 14 |
| abstract_inverted_index.wireless | 115 |
| abstract_inverted_index.analyzing | 29 |
| abstract_inverted_index.buildings | 74 |
| abstract_inverted_index.computing | 121 |
| abstract_inverted_index.effective | 123 |
| abstract_inverted_index.equipment | 24 |
| abstract_inverted_index.gathering | 113 |
| abstract_inverted_index.processed | 67 |
| abstract_inverted_index.prognosis | 50 |
| abstract_inverted_index.Laboratory | 99 |
| abstract_inverted_index.University | 81 |
| abstract_inverted_index.assessment | 49 |
| abstract_inverted_index.emissions. | 32 |
| abstract_inverted_index.equipment. | 133 |
| abstract_inverted_index.middleware | 109 |
| abstract_inverted_index.monitoring | 27 |
| abstract_inverted_index.predictive | 20 |
| abstract_inverted_index.Maintenance | 7 |
| abstract_inverted_index.centralized | 52, 58 |
| abstract_inverted_index.classifiers | 126 |
| abstract_inverted_index.maintenance | 21 |
| abstract_inverted_index.autonomously | 26 |
| abstract_inverted_index.intellectual | 15 |
| abstract_inverted_index.SEnsing-based | 6 |
| abstract_inverted_index.environmental | 69 |
| abstract_inverted_index.learning-based | 125 |
| abstract_inverted_index.characteristics | 130 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 3 |
| citation_normalized_percentile |