New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case

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The sensory preference (sp) and shelf life of sensory acceptability (SLSA) of canned artichoke hearts were modeled using fuzzy logic (FL) and accelerated testing. The artichoke hearts were marinated in oil of sacha inchi (Plukenetia volubilis), soybean (Glycine max) and olive (Olea europea); and eva...

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Detalles Bibliográficos
Autores: Vásquez-Villalobos, Víctor, Vásquez Angulo, Julia, Méndez Reyna, Eduardo
Formato: artículo
Fecha de Publicación:2015
Institución:Universidad Nacional de Trujillo
Repositorio:Revistas - Universidad Nacional de Trujillo
Lenguaje:español
OAI Identifier:oai:ojs.revistas.unitru.edu.pe:article/865
Enlace del recurso:https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865
Nivel de acceso:acceso abierto
Materia:Modeling
fuzzy logic
sensory preference
sensory acceptability
artichoke
Modelamiento
lógica difusa
preferencia sensorial
aceptabilidad sensorial
alcachofa
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network_acronym_str REVUNITRU
network_name_str Revistas - Universidad Nacional de Trujillo
repository_id_str
dc.title.none.fl_str_mv New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
Nuevo método para determinar vida útil sensorial utilizando lógica difusa: caso corazones de alcachofa (Cynara scolymus L.) marinadas en conserva
title New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
spellingShingle New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
Vásquez-Villalobos, Víctor
Modeling
fuzzy logic
sensory preference
sensory acceptability
artichoke
Modelamiento
lógica difusa
preferencia sensorial
aceptabilidad sensorial
alcachofa
title_short New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
title_full New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
title_fullStr New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
title_full_unstemmed New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
title_sort New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) case
dc.creator.none.fl_str_mv Vásquez-Villalobos, Víctor
Vásquez Angulo, Julia
Méndez Reyna, Eduardo
author Vásquez-Villalobos, Víctor
author_facet Vásquez-Villalobos, Víctor
Vásquez Angulo, Julia
Méndez Reyna, Eduardo
author_role author
author2 Vásquez Angulo, Julia
Méndez Reyna, Eduardo
author2_role author
author
dc.subject.none.fl_str_mv Modeling
fuzzy logic
sensory preference
sensory acceptability
artichoke
Modelamiento
lógica difusa
preferencia sensorial
aceptabilidad sensorial
alcachofa
topic Modeling
fuzzy logic
sensory preference
sensory acceptability
artichoke
Modelamiento
lógica difusa
preferencia sensorial
aceptabilidad sensorial
alcachofa
description The sensory preference (sp) and shelf life of sensory acceptability (SLSA) of canned artichoke hearts were modeled using fuzzy logic (FL) and accelerated testing. The artichoke hearts were marinated in oil of sacha inchi (Plukenetia volubilis), soybean (Glycine max) and olive (Olea europea); and evaluated using a Ranking test with a semi-trained panel, to identify the best preference both for flavor (f) and limpidity (l). We evaluated a global sp through intersection (AND) and union (OR) fuzzy operations of f and l, using functions of triangular membership with the Mamdani method for defuzzificacion through 25 linguistic rules. The intersection showed the best modeling performance, with the highest sp value at 3.30 for the treatment with sacha inchi (50%), olive (25%) and soybean (25%) (p << 0.05) oil, which was subjected to accelerated testing at 37 °C, 49 °C, 55 °C and evaluated according to their sensory acceptability (SA) through an unstructured scale test in terms of f and l. The SLSA was determined using accelerated testing with FL through intersection fuzzy operation of f and l, triangular membership functions for f and l, and also 25 linguistic rules. A SLSA at 20 ºC was determined for a "high" SA of 296 days, and 569 days for a SA between "high and beginning of medium SA". Both values were lower than the 892 days’ time determined by accelerated testing when evaluating the peroxide index in canned products.
publishDate 2015
dc.date.none.fl_str_mv 2015-06-30
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865
url https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865/792
https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865/1342
dc.rights.none.fl_str_mv Derechos de autor 2015 Scientia Agropecuaria
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2015 Scientia Agropecuaria
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional de Trujillo
publisher.none.fl_str_mv Universidad Nacional de Trujillo
dc.source.none.fl_str_mv Scientia Agropecuaria; Vol. 6 Núm. 2 (2015): Abril - Junio; 99-109
Scientia Agropecuaria; Vol. 6 No. 2 (2015): April - June; 99-109
2306-6741
2077-9917
reponame:Revistas - Universidad Nacional de Trujillo
instname:Universidad Nacional de Trujillo
instacron:UNITRU
instname_str Universidad Nacional de Trujillo
instacron_str UNITRU
institution UNITRU
reponame_str Revistas - Universidad Nacional de Trujillo
collection Revistas - Universidad Nacional de Trujillo
repository.name.fl_str_mv
repository.mail.fl_str_mv
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spelling New method for determining sensory shelf life using fuzzy logic: canned marinated artichoke hearts (Cynara scolymus L.) caseNuevo método para determinar vida útil sensorial utilizando lógica difusa: caso corazones de alcachofa (Cynara scolymus L.) marinadas en conservaVásquez-Villalobos, VíctorVásquez Angulo, JuliaMéndez Reyna, EduardoModelingfuzzy logicsensory preferencesensory acceptabilityartichokeModelamientológica difusapreferencia sensorialaceptabilidad sensorialalcachofaThe sensory preference (sp) and shelf life of sensory acceptability (SLSA) of canned artichoke hearts were modeled using fuzzy logic (FL) and accelerated testing. The artichoke hearts were marinated in oil of sacha inchi (Plukenetia volubilis), soybean (Glycine max) and olive (Olea europea); and evaluated using a Ranking test with a semi-trained panel, to identify the best preference both for flavor (f) and limpidity (l). We evaluated a global sp through intersection (AND) and union (OR) fuzzy operations of f and l, using functions of triangular membership with the Mamdani method for defuzzificacion through 25 linguistic rules. The intersection showed the best modeling performance, with the highest sp value at 3.30 for the treatment with sacha inchi (50%), olive (25%) and soybean (25%) (p << 0.05) oil, which was subjected to accelerated testing at 37 °C, 49 °C, 55 °C and evaluated according to their sensory acceptability (SA) through an unstructured scale test in terms of f and l. The SLSA was determined using accelerated testing with FL through intersection fuzzy operation of f and l, triangular membership functions for f and l, and also 25 linguistic rules. A SLSA at 20 ºC was determined for a "high" SA of 296 days, and 569 days for a SA between "high and beginning of medium SA". Both values were lower than the 892 days’ time determined by accelerated testing when evaluating the peroxide index in canned products.Se modeló por lógica difusa (LD) la preferencia sensorial (ps) y la vida útil de aceptabilidad sensorial (VUAS) por pruebas aceleradas de corazones de alcachofa en conserva, marinadas en aceite de sacha inchi (Plukenetia volubilis), soya (Glycine max) y oliva (Olea europea); las que fueron evaluadas por una prueba Ranking, utilizando un panel semi-entrenado, para conocer la mayor preferencia tanto para sabor (s) como para la limpidez (l). Asimismo se evaluó la ps global utilizando operaciones difusas de intersección (AND) y unión (OR) del s y la l; empleando funciones de pertenencia triangular, con el método de Mamdani para la defuzificación con 25 reglas lingüísticas. La intersección presentó el mejor desempeño para el modelamiento, obteniéndose el mejor valor de ps de 3,30 para el tratamiento con aceites de sacha inchi (50%), oliva (25%) y soya (25%) (p << 0,05); la cual fue sometida a pruebas aceleradas a 37 ºC, 49 ºC, 55 ºC y evaluadas de acuerdo a su aceptabilidad sensorial mediante una prueba de escala no estructurada en cuanto al s y l. Se determinó la VUAS por pruebas aceleradas con LD a través de la operación difusa de intersección del s y l, funciones de pertenencia triangular, e igualmente 25 reglas lingüísticas. Se determinó una VUAS a 20 ºC para una AS "alta" de 296 días y para una AS entre "alta e inicio de una AS media" de 569 días. Ambos valores fueron menores que el tiempo de 892 días determinado por pruebas aceleradas en las conservas, utilizando el índice de peróxido.Universidad Nacional de Trujillo2015-06-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865Scientia Agropecuaria; Vol. 6 Núm. 2 (2015): Abril - Junio; 99-109Scientia Agropecuaria; Vol. 6 No. 2 (2015): April - June; 99-1092306-67412077-9917reponame:Revistas - Universidad Nacional de Trujilloinstname:Universidad Nacional de Trujilloinstacron:UNITRUspahttps://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865/792https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/865/1342Derechos de autor 2015 Scientia Agropecuariainfo:eu-repo/semantics/openAccessoai:ojs.revistas.unitru.edu.pe:article/8652017-03-07T15:03:34Z
score 13.135628
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