A New Methodology for Massive Alarm Management System in Electrical Power Administration
The paper presents a methodology that integrates several available techniques to manage the massive amount of alarm signals in electrical power dispatch control centers, as well as the contribution of each entity involved in the systems. Artificial intelligence techniques that can be used to solve t...
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| Další autoři: | , , |
| Médium: | article |
| Jazyk: | angličtina |
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2009
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| Témata: | |
| On-line přístup: | http://ridda2.utp.ac.pa/handle/123456789/2412 |
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| _version_ | 1869652468226326528 |
|---|---|
| author | Aizpurúa, Omar |
| author2 | Caballero, Rony Galán, Ramón Jiménez, Agustín |
| author2_role | author author author |
| author_browse | Aizpurúa, Omar Caballero, Rony Galán, Ramón Jiménez, Agustín |
| author_facet | Aizpurúa, Omar Caballero, Rony Galán, Ramón Jiménez, Agustín |
| author_role | author |
| collection | Repositorio Institucional de documento digitales de acceso abierto de la UTP |
| dc.creator.none.fl_str_mv | Aizpurúa, Omar Caballero, Rony Galán, Ramón Jiménez, Agustín |
| dc.date.none.fl_str_mv | 2009-07-01 2009-07-01 2017-08-01T20:51:50Z 2017-08-01T20:51:50Z 2017-08-01T20:51:50Z 2017-08-01T20:51:50Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://ridda2.utp.ac.pa/handle/123456789/2412 http://ridda2.utp.ac.pa/handle/123456789/2412 |
| dc.language.none.fl_str_mv | eng eng |
| dc.rights.none.fl_str_mv | https://creativecommons.org/licenses/by-nc-sa/4.0/ info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:Repositorio Institucional de documento digitales de acceso abierto de la UTP instname:Universidad Tecnológica de Panamá instacron:U Tecnológica de Panamá |
| dc.subject.none.fl_str_mv | massive alarm power administration massive alarm power administration |
| dc.title.none.fl_str_mv | A New Methodology for Massive Alarm Management System in Electrical Power Administration |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| description | The paper presents a methodology that integrates several available techniques to manage the massive amount of alarm signals in electrical power dispatch control centers, as well as the contribution of each entity involved in the systems. Artificial intelligence techniques that can be used to solve this problem are reviewed here. The final objective is to find the root cause of avalanches of alarms (failure trees) and to reduce their number through grouping or clustering techniques, complying with the EEMUA 191 standards. Even though other contributions in this topic have been made before, the alarm management problem continues to be practically unsolved for many applications in industry. Here, the integration is developed using the ontology of the alarms. Additionally, in this methodology, a rule based expert systems is used to find the "Alarm Root Cause" and Clustering Technique (data segmentation) approach to treat the historical database of alarms. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | lrtest_7d6fd0e1d7e70a01f88be978f7d89a17 |
| instacron_str | U Tecnológica de Panamá |
| institution | U Tecnológica de Panamá |
| instname_str | Universidad Tecnológica de Panamá |
| language | eng |
| network_acronym_str | lrtest |
| network_name_str | lr |
| oai_identifier_str | oai:ridda2.utp.ac.pa:123456789/2412 |
| publishDate | 2009 |
| publishDateSort | 2009 |
| reponame_str | Repositorio Institucional de documento digitales de acceso abierto de la UTP |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | https://creativecommons.org/licenses/by-nc-sa/4.0/ |
| spelling | A New Methodology for Massive Alarm Management System in Electrical Power AdministrationAizpurúa, OmarCaballero, RonyGalán, RamónJiménez, Agustínmassive alarmpower administrationmassive alarmpower administrationThe paper presents a methodology that integrates several available techniques to manage the massive amount of alarm signals in electrical power dispatch control centers, as well as the contribution of each entity involved in the systems. Artificial intelligence techniques that can be used to solve this problem are reviewed here. The final objective is to find the root cause of avalanches of alarms (failure trees) and to reduce their number through grouping or clustering techniques, complying with the EEMUA 191 standards. Even though other contributions in this topic have been made before, the alarm management problem continues to be practically unsolved for many applications in industry. Here, the integration is developed using the ontology of the alarms. Additionally, in this methodology, a rule based expert systems is used to find the "Alarm Root Cause" and Clustering Technique (data segmentation) approach to treat the historical database of alarms.The paper presents a methodology that integrates several available techniques to manage the massive amount of alarm signals in electrical power dispatch control centers, as well as the contribution of each entity involved in the systems. Artificial intelligence techniques that can be used to solve this problem are reviewed here. The final objective is to find the root cause of avalanches of alarms (failure trees) and to reduce their number through grouping or clustering techniques, complying with the EEMUA 191 standards. Even though other contributions in this topic have been made before, the alarm management problem continues to be practically unsolved for many applications in industry. Here, the integration is developed using the ontology of the alarms. Additionally, in this methodology, a rule based expert systems is used to find the "Alarm Root Cause" and Clustering Technique (data segmentation) approach to treat the historical database of alarms.2017-08-01T20:51:50Z2017-08-01T20:51:50Z2017-08-01T20:51:50Z2017-08-01T20:51:50Z2009-07-012009-07-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://ridda2.utp.ac.pa/handle/123456789/2412http://ridda2.utp.ac.pa/handle/123456789/2412engenghttps://creativecommons.org/licenses/by-nc-sa/4.0/info:eu-repo/semantics/openAccessreponame:Repositorio Institucional de documento digitales de acceso abierto de la UTPinstname:Universidad Tecnológica de Panamáinstacron:U Tecnológica de Panamáoai:ridda2.utp.ac.pa:123456789/24122021-07-06T15:34:52Z |
| spellingShingle | A New Methodology for Massive Alarm Management System in Electrical Power Administration Aizpurúa, Omar massive alarm power administration massive alarm power administration |
| status_str | publishedVersion |
| title | A New Methodology for Massive Alarm Management System in Electrical Power Administration |
| title_full | A New Methodology for Massive Alarm Management System in Electrical Power Administration |
| title_fullStr | A New Methodology for Massive Alarm Management System in Electrical Power Administration |
| title_full_unstemmed | A New Methodology for Massive Alarm Management System in Electrical Power Administration |
| title_short | A New Methodology for Massive Alarm Management System in Electrical Power Administration |
| title_sort | A New Methodology for Massive Alarm Management System in Electrical Power Administration |
| topic | massive alarm power administration massive alarm power administration |
| url | http://ridda2.utp.ac.pa/handle/123456789/2412 |