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Journal of Natural Fibers Volume 19, 2022 - Issue 14
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Research Article

The Effect of Alkaline Treatment on Mechanical Performance of Natural Fibers-Reinforced Plaster: Part II Optimization Comparison between ANN and RSM Statistics

Messaouda Boumaazaa Laboratoire de Génie Civil & Hydraulique (LGCH), Université 8 Mai 1945, Guelma, Algérie
,
Ahmed Belaadib Département de Génie Mécanique, Faculté de Technologie Université, El-Hadaiek, Skikda-Algérie;c Laboratoire Lspn, Université 8 Mai 1945 Guelma, Guelma, AlgérieCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-6059-3974
ORCID Icon &
Mostefa Bourchakd Aerospace Engineering Department, King Abdulaziz University, Jeddah, Saudi Arabia
Pages 8367-8382 | Published online: 30 Aug 2021

Citations (13)

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Read on this site (8)

Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani, Mostefa Bourchak & Hamid Satha. (2023) Improving the Mechanical Performance of Biocomposite Plaster/ Washingtonia filifera: Optimization Comparison Between ANN and RSM Approaches. Journal of Natural Fibers 20:1.
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Messaouda Boumaaza, Ahmed Belaadi, Hassan Alshahrani, Mostefa Bourchak & Mohammad Jawaid. (2023) Response Surface Methodology Optimization of Palm Rachis Biochar Content and Temperature Effects on Predicting Bio-Mortar Compressive Strength, Porosity and Thermal Conductivity. Journal of Natural Fibers 20:1.
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Aziz Saaidia, Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani & Mostefa Bourchak. (2023) Effect of Water Absorption on the Behavior of Jute and Sisal Fiber Biocomposites at Different Lengths: ANN and RSM Modeling. Journal of Natural Fibers 20:1.
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Ahmed Belaadi, Aziz Saaidia, Messaouda Boumaaza, Hassan Alshahrani & Mostefa Bourchak. (2023) Modeling Moisture Absorption of Flax/Sisal Reinforced Hybrid Biocomposites Using Fick’s and ANN Methods. Journal of Natural Fibers 20:1.
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Ahmed Belaadi, Abdelaziz Lekrine, Messaouda Boumaaza, Hassan Alshahrani, Mostefa Bourchak, Khalid A Juhany, Fouad Damiri, Indran Suyambulingam & Suchart Siengchin. (2023) Water Uptake of HDPE Reinforced with Washingtonia Fibre Biocomposites: Mathematical Modelling using Artificial Neural Network, Response Surface Methodology and Genetic Algorithm. Advances in Materials and Processing Technologies 0:0, pages 1-24.
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Azzedine Makhlouf, Ahmed Belaadi, Messaouda Boumaaza, Lakhdar Mansouri, Mostefa Bourchak & Mohammad Jawaid. (2022) Water Absorption Behavior of Jute Fibers Reinforced HDPE Biocomposites: Prediction Using RSM and ANN Modeling. Journal of Natural Fibers 19:16, pages 14014-14031.
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Isma Dembri, Ahmed Belaadi, Messaouda Boumaaza & Mostefa Bourchak. (2022) Tensile Behavior and Statistical Analysis of Washingtonia Filifera Fibers as Potential Reinforcement for Industrial Polymer Biocomposites. Journal of Natural Fibers 19:16, pages 14839-14854.
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Messaouda Boumaaza, Ahmed Belaadi & Mostefa Bourchak. (2022) Systematic Review on Reinforcing Mortars with Natural Fibers: Challenges of Environment-Friendly Option. Journal of Natural Fibers 19:16, pages 14262-14286.
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Articles from other publishers (5)

Messaouda Boumaaza, Ahmed Belaadi, Mostefa Bourchak, Khalid A. Juhany, Mohammad Jawaid, Markssuel T. Marvila & Afonso R.G. de Azevedo. (2023) Optimization of flexural properties and thermal conductivity of Washingtonia plant biomass waste biochar reinforced bio-mortar. Journal of Materials Research and Technology 23, pages 3515-3536.
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Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani & Mostefa Bourchak. (2023) Effect of jute fiber length on drilling performance of biocomposites: optimization comparison between RSM, ANN, and genetic algorithm. The International Journal of Advanced Manufacturing Technology 124:10, pages 3579-3599.
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Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani, Mostefa Bourchak & Mohammad Jawaid. (2022) Drilling performance prediction of HDPE/Washingtonia fiber biocomposite using RSM, ANN, and GA optimization. The International Journal of Advanced Manufacturing Technology 123:5-6, pages 1543-1564.
Crossref
Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani & Mostefa Bourchak. (2022) Delamination in drilling of jute/cork-reinforced polymer biosandwich materials: optimization by response surface methodology and genetic algorithm. The International Journal of Advanced Manufacturing Technology 122:3-4, pages 2095-2111.
Crossref
Isma Dembri, Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani & Mostefa Bourchak. (2022) Drilling performance of short Washingtonia filifera fiber–reinforced epoxy biocomposites: RSM modeling. The International Journal of Advanced Manufacturing Technology 121:11-12, pages 7833-7850.
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