Repository logo
 
Publication

Data mining applications in power systems - case-studies and future trends

2009Conference object Restricted access
Simple item page
dc.contributor.authorVale, Zita
dc.contributor.authorRamos, Carlos
dc.contributor.authorRamos, Sérgio
dc.contributor.authorPinto, Tiago
dc.date.accessioned2013-04-29T11:20:42Z
dc.date.available2013-04-29T11:20:42Z
dc.date.issued2009
dc.date.updated2013-04-15T14:55:35Z
dc.description.abstractPresently power system operation produces huge volumes of data that is still treated in a very limited way. Knowledge discovery and machine learning can make use of these data resulting in relevant knowledge with very positive impact. In the context of competitive electricity markets these data is of even higher value making clear the trend to make data mining techniques application in power systems more relevant. This paper presents two cases based on real data, showing the importance of the use of data mining for supporting demand response and for supporting player strategic behavior.por
dc.identifier.doi10.1109/TD-ASIA.2009.5356830
dc.identifier.isbn978-1-4244-5230-9
dc.identifier.urihttp://hdl.handle.net/10400.22/1460
dc.language.isoengpor
dc.publisherIEEEpor
dc.relation.publisherversionhttp://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5356830por
dc.subjectConsumer characterizationpor
dc.subjectData miningpor
dc.subjectDemand Responsepor
dc.subjectElectricity marketspor
dc.subjectKnowledge discoverypor
dc.subjectMachine learningpor
dc.subjectPower systemspor
dc.subjectStrategic behaviorpor
dc.titleData mining applications in power systems - case-studies and future trendspor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceSeoul, South Korea, 2009por
oaire.citation.titleTransmission & Distribution Conference & Exposition: Asia and Pacificpor
person.familyNameVale
person.familyNameRamos
person.familyNameCarvalho Ramos
person.familyNamePinto
person.givenNameZita
person.givenNameCarlos
person.givenNameSérgio Filipe
person.givenNameTiago
person.identifier632184
person.identifierR-000-T7J
person.identifier.ciencia-id721B-B0EB-7141
person.identifier.ciencia-id1011-FAFC-AEBA
person.identifier.ciencia-id6D1F-C495-6660
person.identifier.ciencia-id2414-9B03-C4BB
person.identifier.orcid0000-0002-4560-9544
person.identifier.orcid0000-0002-5143-1711
person.identifier.orcid0000-0002-1120-5656
person.identifier.orcid0000-0001-8248-080X
person.identifier.ridA-5824-2012
person.identifier.ridK-7403-2014
person.identifier.ridT-2245-2018
person.identifier.scopus-author-id7004115775
person.identifier.scopus-author-id7201559105
person.identifier.scopus-author-id35219107600
rcaap.rightsclosedAccesspor
rcaap.typeconferenceObjectpor
relation.isAuthorOfPublicationff1df02d-0c0f-4db1-bf7d-78863a99420b
relation.isAuthorOfPublication43ef055e-80e6-4b31-8400-2d3592927e03
relation.isAuthorOfPublicationf01a54a0-e6c0-4cf3-afd8-5a664bbac7b4
relation.isAuthorOfPublication8d58ddc0-1023-47c0-a005-129d412ce98d
relation.isAuthorOfPublication.latestForDiscoveryf01a54a0-e6c0-4cf3-afd8-5a664bbac7b4

Files

Original bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
COM_ZitaVale_2009_GECAD.pdf
Size:
298.15 KB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

ISEP – GECAD – Comunicações em eventos científicos