The Use of Artificial Neural Networks for Determining Values of Selected Strength Parameters of Miscanthus × Giganteus
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- Iddio, E. & Wang, L. & Thomas, Y. & McMorrow, G. & Denzer, A., 2020. "Energy efficient operation and modeling for greenhouses: A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
- Magdalena Dołżyńska & Sławomir Obidziński & Małgorzata Kowczyk-Sadowy & Małgorzata Krasowska, 2019. "Densification and Combustion of Cherry Stones," Energies, MDPI, vol. 12(16), pages 1-15, August.
- Rodrigues, Eugénio & Gomes, Álvaro & Gaspar, Adélio Rodrigues & Henggeler Antunes, Carlos, 2018. "Estimation of renewable energy and built environment-related variables using neural networks – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 959-988.
- Monika Słupska & Arkadiusz Dyjakon & Roman Stopa, 2019. "Determination of Strength Properties of Energy Plants on the Example of Miscanthus × Giganteus , Rosa Multiflora and Salix Viminalis," Energies, MDPI, vol. 12(19), pages 1-19, September.
- Agnieszka A. Pilarska & Piotr Boniecki & Małgorzata Idzior-Haufa & Maciej Zaborowicz & Krzysztof Pilarski & Andrzej Przybylak & Hanna Piekarska-Boniecka, 2021. "Image Analysis Methods in Classifying Selected Malting Barley Varieties by Neural Modelling," Agriculture, MDPI, vol. 11(8), pages 1-11, August.
- Reynolds, Jonathan & Ahmad, Muhammad Waseem & Rezgui, Yacine & Hippolyte, Jean-Laurent, 2019. "Operational supply and demand optimisation of a multi-vector district energy system using artificial neural networks and a genetic algorithm," Applied Energy, Elsevier, vol. 235(C), pages 699-713.
- Sławomir Francik & Adrian Knapczyk & Artur Knapczyk & Renata Francik, 2020. "Decision Support System for the Production of Miscanthus and Willow Briquettes," Energies, MDPI, vol. 13(6), pages 1-24, March.
- Marek Wróbel & Marcin Jewiarz & Krzysztof Mudryk & Adrian Knapczyk, 2020. "Influence of Raw Material Drying Temperature on the Scots Pine ( Pinus sylvestris L.) Biomass Agglomeration Process—A Preliminary Study," Energies, MDPI, vol. 13(7), pages 1-17, April.
- Arkadiusz Dyjakon & Łukasz Sobol & Mateusz Krotowski & Krzysztof Mudryk & Krzysztof Kawa, 2020. "The Impact of Particles Comminution on Mechanical Durability of Wheat Straw Briquettes," Energies, MDPI, vol. 13(23), pages 1-14, November.
- Rezania, Shahabaldin & Ponraj, Mohanadoss & Din, Mohd Fadhil Md & Songip, Ahmad Rahman & Sairan, Fadzlin Md & Chelliapan, Shreeshivadasan, 2015. "The diverse applications of water hyacinth with main focus on sustainable energy and production for new era: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 943-954.
- Krzysztof Mudryk & Marcin Jewiarz & Marek Wróbel & Marcin Niemiec & Arkadiusz Dyjakon, 2021. "Evaluation of Urban Tree Leaf Biomass-Potential, Physico-Mechanical and Chemical Parameters of Raw Material and Solid Biofuel," Energies, MDPI, vol. 14(4), pages 1-14, February.
- Małgorzata Smuga-Kogut & Tomasz Kogut & Roksana Markiewicz & Adam Słowik, 2021. "Use of Machine Learning Methods for Predicting Amount of Bioethanol Obtained from Lignocellulosic Biomass with the Use of Ionic Liquids for Pretreatment," Energies, MDPI, vol. 14(1), pages 1-16, January.
- Beata Brzychczyk & Tomasz Hebda & Norbert Pedryc, 2020. "The Influence of Artificial Lighting Systems on the Cultivation of Algae: The Example of Chlorella vulgaris," Energies, MDPI, vol. 13(22), pages 1-14, November.
- Yuewei Liu & Shenghui Zhang & Xuejun Chen & Jianzhou Wang, 2018. "Artificial Combined Model Based on Hybrid Nonlinear Neural Network Models and Statistics Linear Models—Research and Application for Wind Speed Forecasting," Sustainability, MDPI, vol. 10(12), pages 1-30, December.
- Marta Jach-Nocoń & Grzegorz Pełka & Wojciech Luboń & Tomasz Mirowski & Adam Nocoń & Przemysław Pachytel, 2021. "An Assessment of the Efficiency and Emissions of a Pellet Boiler Combusting Multiple Pellet Types," Energies, MDPI, vol. 14(15), pages 1-15, July.
- Jakub Styks & Marek Wróbel & Jarosław Frączek & Adrian Knapczyk, 2020. "Effect of Compaction Pressure and Moisture Content on Quality Parameters of Perennial Biomass Pellets," Energies, MDPI, vol. 13(8), pages 1-20, April.
- Chiara Bersani & Ahmed Ouammi & Roberto Sacile & Enrico Zero, 2020. "Model Predictive Control of Smart Greenhouses as the Path towards Near Zero Energy Consumption," Energies, MDPI, vol. 13(14), pages 1-17, July.
- Jianguo Zhou & Xiaolei Xu & Xuejing Huo & Yushuo Li, 2019. "Forecasting Models for Wind Power Using Extreme-Point Symmetric Mode Decomposition and Artificial Neural Networks," Sustainability, MDPI, vol. 11(3), pages 1-23, January.
- Katarzyna Szwedziak & Ewa Polańczyk & Żaneta Grzywacz & Gniewko Niedbała & Wiktoria Wojtkiewicz, 2020. "Neural Modeling of the Distribution of Protein, Water and Gluten in Wheat Grains during Storage," Sustainability, MDPI, vol. 12(12), pages 1-14, June.
- Vlontzos, G. & Pardalos, P.M., 2017. "Assess and prognosticate green house gas emissions from agricultural production of EU countries, by implementing, DEA Window analysis and artificial neural networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 155-162.
- Marzena Niemczyk & Margalita Bachilava & Marek Wróbel & Marcin Jewiarz & Giorgi Kavtaradze & Nani Goginashvili, 2021. "Productivity and Biomass Properties of Poplar Clones Managed in Short-Rotation Culture as a Potential Fuelwood Source in Georgia," Energies, MDPI, vol. 14(11), pages 1-18, May.
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Keywords
biomechanical parameters; miscanthus stem; modulus of elasticity; maximum stress; bending test; multilayer perceptron;All these keywords.
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