Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems.
Saved in:
| Title: | Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems. |
|---|---|
| Authors: | Mokhtar, Maizura1 MMokhtar@uclan.ac.uk, Howe, Joe1 JMHowe@uclan.ac.uk |
| Source: | Expert Systems with Applications. Nov2013, Vol. 40 Issue 15, p6007-6018. 12p. |
| Subjects: | Comparative studies, Distance education, Fuzzy systems, Energy management, Energy consumption, Systems theory, Expert systems |
| Abstract: | Highlights: [•] We created a UCLan Westlakes Samuel Lindow Building heat simulation model. [•] We created a Fuzzy ARTMAP building energy management system with online learning. [•] We created a Gaussian ARTMAP building energy management system with online learning. [•] We compared which of the two creates a more efficient building energy management system. [•] Gaussian ARTMAP is better for use in building energy management system with online learning. [ABSTRACT FROM AUTHOR] |
| Copyright of Expert Systems with Applications is the property of Pergamon Press - An Imprint of Elsevier Science and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: egs DbLabel: Engineering Source An: 89133883 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Mokhtar%2C+Maizura%22">Mokhtar, Maizura</searchLink><relatesTo>1</relatesTo><i> MMokhtar@uclan.ac.uk</i><br /><searchLink fieldCode="AR" term="%22Howe%2C+Joe%22">Howe, Joe</searchLink><relatesTo>1</relatesTo><i> JMHowe@uclan.ac.uk</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Expert+Systems+with+Applications%22">Expert Systems with Applications</searchLink>. Nov2013, Vol. 40 Issue 15, p6007-6018. 12p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Comparative+studies%22">Comparative studies</searchLink><br /><searchLink fieldCode="DE" term="%22Distance+education%22">Distance education</searchLink><br /><searchLink fieldCode="DE" term="%22Fuzzy+systems%22">Fuzzy systems</searchLink><br /><searchLink fieldCode="DE" term="%22Energy+management%22">Energy management</searchLink><br /><searchLink fieldCode="DE" term="%22Energy+consumption%22">Energy consumption</searchLink><br /><searchLink fieldCode="DE" term="%22Systems+theory%22">Systems theory</searchLink><br /><searchLink fieldCode="DE" term="%22Expert+systems%22">Expert systems</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Highlights: [•] We created a UCLan Westlakes Samuel Lindow Building heat simulation model. [•] We created a Fuzzy ARTMAP building energy management system with online learning. [•] We created a Gaussian ARTMAP building energy management system with online learning. [•] We compared which of the two creates a more efficient building energy management system. [•] Gaussian ARTMAP is better for use in building energy management system with online learning. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Expert Systems with Applications is the property of Pergamon Press - An Imprint of Elsevier Science and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=89133883 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.eswa.2013.05.024 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 12 StartPage: 6007 Subjects: – SubjectFull: Comparative studies Type: general – SubjectFull: Distance education Type: general – SubjectFull: Fuzzy systems Type: general – SubjectFull: Energy management Type: general – SubjectFull: Energy consumption Type: general – SubjectFull: Systems theory Type: general – SubjectFull: Expert systems Type: general Titles: – TitleFull: Comparing the online learning capabilities of Gaussian ARTMAP and Fuzzy ARTMAP for building energy management systems. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Mokhtar, Maizura – PersonEntity: Name: NameFull: Howe, Joe IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 11 Text: Nov2013 Type: published Y: 2013 Identifiers: – Type: issn-print Value: 09574174 Numbering: – Type: volume Value: 40 – Type: issue Value: 15 Titles: – TitleFull: Expert Systems with Applications Type: main |
| ResultId | 1 |
