Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895328265> ?p ?o ?g. }
- W2895328265 endingPage "1845" @default.
- W2895328265 startingPage "1834" @default.
- W2895328265 abstract "Ulluco starch could be a promising renewable source for the production of biodegradable or edible films, as an alternative to plastic. This would mitigate the negative impact of plastics on the environment. The aim of this work was to study the effect of the starch concentration (SC), glycerol concentration (GC), and drying temperature (T) of ulluco starch-based films on their physical properties using stepwise regression (SR) and artificial neural network (ANN) approaches. The physical properties, such as the solubility (S), water vapour permeability (WVP), tensile strength (TS), elongation at break (EB), and transparency, of the edible films were satisfactory. The feed-forward and cascade-forward neural networks satisfactorily modelled the effect of the SC, GC, and T on the mechanical, optical, and water-affinity properties (WAP) of the edible films. ANN approach showed better results than SR in all the properties and ANN models were used in the sensitivity analysis and optimization. The global sensitivity analysis showed that the GC had the greatest influence on the physical properties. A desirability function-based optimization including WVP, EB and OP showed comparable values between experimental and estimated data. Based on the results of this study, the use of ulluco starch for the preparation of edible films has enormous potential for the replacement of non-biodegradable plastic packaging." @default.
- W2895328265 created "2018-10-12" @default.
- W2895328265 creator A5000625526 @default.
- W2895328265 creator A5006555779 @default.
- W2895328265 creator A5021713557 @default.
- W2895328265 creator A5021777861 @default.
- W2895328265 date "2018-12-01" @default.
- W2895328265 modified "2023-09-26" @default.
- W2895328265 title "Effects of temperature, starch concentration, and plasticizer concentration on the physical properties of ulluco (Ullucus tuberosus Caldas)-based edible films" @default.
- W2895328265 cites W1924905060 @default.
- W2895328265 cites W1985891489 @default.
- W2895328265 cites W1989850594 @default.
- W2895328265 cites W2001898958 @default.
- W2895328265 cites W2005714040 @default.
- W2895328265 cites W2013033754 @default.
- W2895328265 cites W2018077502 @default.
- W2895328265 cites W2021601075 @default.
- W2895328265 cites W2030283251 @default.
- W2895328265 cites W2031948933 @default.
- W2895328265 cites W2039585538 @default.
- W2895328265 cites W2045356841 @default.
- W2895328265 cites W2053615983 @default.
- W2895328265 cites W2079806798 @default.
- W2895328265 cites W2082725381 @default.
- W2895328265 cites W2086616082 @default.
- W2895328265 cites W2092898644 @default.
- W2895328265 cites W2141283225 @default.
- W2895328265 cites W2144954484 @default.
- W2895328265 cites W2166022759 @default.
- W2895328265 cites W2222764862 @default.
- W2895328265 cites W2230605586 @default.
- W2895328265 cites W2288539634 @default.
- W2895328265 cites W2335783574 @default.
- W2895328265 cites W2341196133 @default.
- W2895328265 cites W2347093715 @default.
- W2895328265 cites W2396205434 @default.
- W2895328265 cites W2468555386 @default.
- W2895328265 cites W2483871786 @default.
- W2895328265 cites W2508176186 @default.
- W2895328265 cites W2514159220 @default.
- W2895328265 cites W2520737754 @default.
- W2895328265 cites W2525959267 @default.
- W2895328265 cites W2533421946 @default.
- W2895328265 cites W2535559583 @default.
- W2895328265 cites W2540701087 @default.
- W2895328265 cites W2546352880 @default.
- W2895328265 cites W2548223824 @default.
- W2895328265 cites W2550372088 @default.
- W2895328265 cites W2556926058 @default.
- W2895328265 cites W2580238532 @default.
- W2895328265 cites W2581689651 @default.
- W2895328265 cites W2582918444 @default.
- W2895328265 cites W2583896744 @default.
- W2895328265 cites W2588107752 @default.
- W2895328265 cites W2590012135 @default.
- W2895328265 cites W2596977649 @default.
- W2895328265 cites W2604634121 @default.
- W2895328265 cites W2611045333 @default.
- W2895328265 cites W2793570102 @default.
- W2895328265 doi "https://doi.org/10.1016/j.ijbiomac.2018.09.211" @default.
- W2895328265 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30287367" @default.
- W2895328265 hasPublicationYear "2018" @default.
- W2895328265 type Work @default.
- W2895328265 sameAs 2895328265 @default.
- W2895328265 citedByCount "31" @default.
- W2895328265 countsByYear W28953282652019 @default.
- W2895328265 countsByYear W28953282652020 @default.
- W2895328265 countsByYear W28953282652021 @default.
- W2895328265 countsByYear W28953282652022 @default.
- W2895328265 countsByYear W28953282652023 @default.
- W2895328265 crossrefType "journal-article" @default.
- W2895328265 hasAuthorship W2895328265A5000625526 @default.
- W2895328265 hasAuthorship W2895328265A5006555779 @default.
- W2895328265 hasAuthorship W2895328265A5021713557 @default.
- W2895328265 hasAuthorship W2895328265A5021777861 @default.
- W2895328265 hasConcept C112950240 @default.
- W2895328265 hasConcept C127413603 @default.
- W2895328265 hasConcept C155574463 @default.
- W2895328265 hasConcept C159985019 @default.
- W2895328265 hasConcept C178790620 @default.
- W2895328265 hasConcept C185592680 @default.
- W2895328265 hasConcept C192562407 @default.
- W2895328265 hasConcept C2776863617 @default.
- W2895328265 hasConcept C2780881558 @default.
- W2895328265 hasConcept C31903555 @default.
- W2895328265 hasConcept C33947775 @default.
- W2895328265 hasConcept C42360764 @default.
- W2895328265 hasConcept C529335014 @default.
- W2895328265 hasConcept C540031477 @default.
- W2895328265 hasConcept C58968531 @default.
- W2895328265 hasConceptScore W2895328265C112950240 @default.
- W2895328265 hasConceptScore W2895328265C127413603 @default.
- W2895328265 hasConceptScore W2895328265C155574463 @default.
- W2895328265 hasConceptScore W2895328265C159985019 @default.
- W2895328265 hasConceptScore W2895328265C178790620 @default.
- W2895328265 hasConceptScore W2895328265C185592680 @default.
- W2895328265 hasConceptScore W2895328265C192562407 @default.
- W2895328265 hasConceptScore W2895328265C2776863617 @default.