About: Machine olfaction

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Machine olfaction is the automated simulation of the sense of smell. An emerging application in modern engineering, it involves the use of robots or other automated systems to analyze air-borne chemicals. Such an apparatus is often called an electronic nose or e-nose. The development of machine olfaction is complicated by the fact that e-nose devices to date have responded to a limited number of chemicals, whereas odors are produced by unique sets of (potentially numerous) odorant compounds. The technology, though still in the early stages of development, promises many applications, such as:quality control in food processing, detection and diagnosis in medicine, detection of drugs, explosives and other dangerous or illegal substances, disaster response, and environmental monitoring.

Attributes	Values
rdf:type	video game
rdfs:label	Machine olfaction (en) 臭気センサ (ja)
rdfs:comment	臭気センサとは臭気を検出、数値化するセンサのこと。 (ja) Machine olfaction is the automated simulation of the sense of smell. An emerging application in modern engineering, it involves the use of robots or other automated systems to analyze air-borne chemicals. Such an apparatus is often called an electronic nose or e-nose. The development of machine olfaction is complicated by the fact that e-nose devices to date have responded to a limited number of chemicals, whereas odors are produced by unique sets of (potentially numerous) odorant compounds. The technology, though still in the early stages of development, promises many applications, such as:quality control in food processing, detection and diagnosis in medicine, detection of drugs, explosives and other dangerous or illegal substances, disaster response, and environmental monitoring. (en)
foaf:depiction
dcterms:subject	Robotic sensing Olfaction
Wikipage page ID	3659566 (xsd:integer)
Wikipage revision ID	1096812393 (xsd:integer)
Link from a Wikipage to another Wikipage	Robotic sensing Electronic nose Environmental monitoring Maximum likelihood estimation Chemical warfare Odor Chronic obstructive pulmonary disease Olfaction Cluster analysis Feature extraction Feature selection Pattern recognition Plume (fluid dynamics) Diagnosis Digital scent technology Food processing Food spoilage Natural disaster Gaussian distribution Quality control Pyritohedron Fido explosives detector Navier–Stokes equations Olfaction Sensor array Sense Statistical classification Olfactometer Drug detection Fick's second law Chemical sensor Pattern analysis Illegal substance
Link from a Wikipage to an external page	http://www.nose-network.org/ https://web.archive.org/web/20021104124255/http:/www.le.ac.uk/eg/tcp1/book/content.htm https://web.archive.org/web/20070714163452/http:/www.scensive.com/
sameAs	Machine olfaction Machine olfaction Machine olfaction Machine olfaction
dbp:wikiPageUsesTemplate	dbt:Citation_needed dbt:Cite_journal dbt:Expert_needed dbt:Explain dbt:Main dbt:Math dbt:More_footnotes dbt:Multiple_issues dbt:Reflist dbt:Short_description
thumbnail	wiki-commons:Special:FilePath/Figure1_Plume_modeling.png?width=300
has abstract	Machine olfaction is the automated simulation of the sense of smell. An emerging application in modern engineering, it involves the use of robots or other automated systems to analyze air-borne chemicals. Such an apparatus is often called an electronic nose or e-nose. The development of machine olfaction is complicated by the fact that e-nose devices to date have responded to a limited number of chemicals, whereas odors are produced by unique sets of (potentially numerous) odorant compounds. The technology, though still in the early stages of development, promises many applications, such as:quality control in food processing, detection and diagnosis in medicine, detection of drugs, explosives and other dangerous or illegal substances, disaster response, and environmental monitoring. One type of proposed machine olfaction technology is via gas sensor array instruments capable of detecting, identifying, and measuring volatile compounds. However, a critical element in the development of these instruments is pattern analysis, and the successful design of a pattern analysis system for machine olfaction requires a careful consideration of the various issues involved in processing multivariate data: signal-preprocessing, feature extraction, feature selection, classification, regression, clustering, and validation. Another challenge in current research on machine olfaction is the need to predict or estimate the sensor response to aroma mixtures. Some pattern recognition problems in machine olfaction such as odor classification and odor localization can be solved by using time series kernel methods. (en) 臭気センサとは臭気を検出、数値化するセンサのこと。 (ja)
gold:hypernym	Computer simulation
prov:wasDerivedFrom	wikipedia-en:Machine_olfaction?oldid=1096812393&ns=0
page length (characters) of wiki page	19451 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Machine_olfaction
is rdfs:seeAlso of	Biosensor Explosive detection
is Link from a Wikipage to another Wikipage of	Robotic olfaction Electrogustometry Electronic nose Andreas Mershin Index of robotics articles Insect olfaction Odor The UnXplained Smell sensor Machine perception Digital scent technology Kenneth S. Suslick Wetware computer Odor detector Odor localization Odor sensor Sensor Sniffing (behavior) Olfactometer Electronic olfaction Odour sensing Robot olfaction
is Wikipage redirect of	Robotic olfaction Smell sensor Odor detector Odor localization Odor sensor Electronic olfaction

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