Conceptual design of biomass-fired cogeneration plant through a knowledge-based system

Detalhes bibliográficos
Autor(a) principal: Matelli, José Alexandre [UNESP]
Data de Publicação: 2016
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s40430-015-0326-4
http://hdl.handle.net/11449/177811
Resumo: Industries such as sugar/ethanol and paper/pulp generate large amount of biomass as by-products that must be properly handled to avoid environmental damage. A synergetic alternative to address this issue is to use the residual biomass as fuel in a cogeneration plant. In this work, it is presented the development of a knowledge-based system for conceptual design of biomass cogeneration plants. Elicitation from experts and technical literature provides knowledge for the base. A knowledge representation scheme composed of rules, object-oriented and semantic nets because it is flexible enough to cope with future knowledge base expansion. For rapid prototyping, a shell is used to implement the knowledge base. As a result, the system is able to quickly provide high quality conceptual solutions of biomass-fired cogeneration plants to support the designer in his/her decision making.
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spelling Conceptual design of biomass-fired cogeneration plant through a knowledge-based systemBiomassCogenerationConceptual designKnowledge-based systemsIndustries such as sugar/ethanol and paper/pulp generate large amount of biomass as by-products that must be properly handled to avoid environmental damage. A synergetic alternative to address this issue is to use the residual biomass as fuel in a cogeneration plant. In this work, it is presented the development of a knowledge-based system for conceptual design of biomass cogeneration plants. Elicitation from experts and technical literature provides knowledge for the base. A knowledge representation scheme composed of rules, object-oriented and semantic nets because it is flexible enough to cope with future knowledge base expansion. For rapid prototyping, a shell is used to implement the knowledge base. As a result, the system is able to quickly provide high quality conceptual solutions of biomass-fired cogeneration plants to support the designer in his/her decision making.Department of Energy UNESP University Estadual PaulistaDepartment of Energy UNESP University Estadual PaulistaUniversidade Estadual Paulista (Unesp)Matelli, José Alexandre [UNESP]2018-12-11T17:27:13Z2018-12-11T17:27:13Z2016-02-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article535-549application/pdfhttp://dx.doi.org/10.1007/s40430-015-0326-4Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 38, n. 2, p. 535-549, 2016.1806-36911678-5878http://hdl.handle.net/11449/17781110.1007/s40430-015-0326-42-s2.0-849582462922-s2.0-84958246292.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of the Brazilian Society of Mechanical Sciences and Engineering0,362info:eu-repo/semantics/openAccess2024-07-01T19:30:00Zoai:repositorio.unesp.br:11449/177811Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T22:20:49.297200Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
title Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
spellingShingle Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
Matelli, José Alexandre [UNESP]
Biomass
Cogeneration
Conceptual design
Knowledge-based systems
title_short Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
title_full Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
title_fullStr Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
title_full_unstemmed Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
title_sort Conceptual design of biomass-fired cogeneration plant through a knowledge-based system
author Matelli, José Alexandre [UNESP]
author_facet Matelli, José Alexandre [UNESP]
author_role author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Matelli, José Alexandre [UNESP]
dc.subject.por.fl_str_mv Biomass
Cogeneration
Conceptual design
Knowledge-based systems
topic Biomass
Cogeneration
Conceptual design
Knowledge-based systems
description Industries such as sugar/ethanol and paper/pulp generate large amount of biomass as by-products that must be properly handled to avoid environmental damage. A synergetic alternative to address this issue is to use the residual biomass as fuel in a cogeneration plant. In this work, it is presented the development of a knowledge-based system for conceptual design of biomass cogeneration plants. Elicitation from experts and technical literature provides knowledge for the base. A knowledge representation scheme composed of rules, object-oriented and semantic nets because it is flexible enough to cope with future knowledge base expansion. For rapid prototyping, a shell is used to implement the knowledge base. As a result, the system is able to quickly provide high quality conceptual solutions of biomass-fired cogeneration plants to support the designer in his/her decision making.
publishDate 2016
dc.date.none.fl_str_mv 2016-02-01
2018-12-11T17:27:13Z
2018-12-11T17:27:13Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s40430-015-0326-4
Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 38, n. 2, p. 535-549, 2016.
1806-3691
1678-5878
http://hdl.handle.net/11449/177811
10.1007/s40430-015-0326-4
2-s2.0-84958246292
2-s2.0-84958246292.pdf
url http://dx.doi.org/10.1007/s40430-015-0326-4
http://hdl.handle.net/11449/177811
identifier_str_mv Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 38, n. 2, p. 535-549, 2016.
1806-3691
1678-5878
10.1007/s40430-015-0326-4
2-s2.0-84958246292
2-s2.0-84958246292.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of the Brazilian Society of Mechanical Sciences and Engineering
0,362
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 535-549
application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1808129417748152320

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