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Decision Support System for the Production of Miscanthus and Willow Briquettes

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dc.contributor.author Francik, Sławomir
dc.contributor.author Knapczyk, Adrian
dc.contributor.author Knapczyk, Artur
dc.contributor.author Francik, Renata
dc.date.accessioned 2022-06-09T12:15:14Z
dc.date.available 2022-06-09T12:15:14Z
dc.date.issued 2020
dc.identifier.citation Francik S, Knapczyk A, Knapczyk A, Francik R. Decision Support System for the Production of Miscanthus and Willow Briquettes. Energies. 2020; 13(6):1364. https://doi.org/10.3390/en13061364 pl_PL
dc.identifier.issn 1996-1073
dc.identifier.uri http://hdl.handle.net/123456789/424
dc.description.abstract The biomass is regarded as a part of renewable energy sources (RES), which can satisfy energy demands. Biomass obtained from plantations is characterized by low bulk density, which increases transport and storage costs. Briquetting is a technology that relies on pressing biomass with the aim of obtaining a denser product (briquettes). In the production of solid biofuels, the technological as well as material variables significantly influence the densification process, and as a result influence the end quality of briquette. This process progresses differently for different materials. Therefore, the optimal selection of process’ parameters is very difficult. It is necessary to use a decision support tool—decision support system (DSS). The purpose of the work was to develop a decision support system that would indicate the optimal parameters for conducting the process of producing Miscanthus and willow briquettes (pre-comminution, milling and briquetting), briquette parameters (durability and specific density) and total energy consumption based on process simulation. Artificial neural networks (ANNs) were used to describe the relationship between individual parameters of the briquette production process. DSS has the form of a web application and is opened from a web browser (it is possible to open it on various types of devices). The modular design allows the modification and expansion the application in the future pl_PL
dc.language.iso en pl_PL
dc.publisher MDPI pl_PL
dc.rights Uznanie autorstwa 4.0 Międzynarodowe (CC BY 4.0)
dc.rights.uri https://creativecommons.org/licenses/by/4.0/deed.pl
dc.subject decision support system pl_PL
dc.subject briquettes production pl_PL
dc.subject willow; Miscanthus pl_PL
dc.subject artificial neural network pl_PL
dc.subject multilayer perceptron pl_PL
dc.title Decision Support System for the Production of Miscanthus and Willow Briquettes pl_PL
dc.type Article pl_PL


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