Decision Support System for the Production of Miscanthus and Willow Briquettes
Sławomir Francik , Adrian Knapczyk , Artur Knapczyk , Renata Francik
AbstractThe 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.
|Journal series||Energies, [ENERGIES], ISSN 1996-1073, (N/A 140 pkt)|
|Publication size in sheets||1.15|
|Keywords in English||Decision support system; briquettes production; willow; Miscanthus; artificial neural network; multilayer perceptron|
|License||Journal (articles only); author's original; ; after publication|
|Publication indicators||: 2018 = 1.156; : 2018 = 2.707 (2) - 2018=2.99 (5)|
|Finansowanie||Article processing charges were financed from the subsidy of the Ministry of Science and Higher Education for the Agricultural University of Hugo Kołł ˛ataj in Krakow for the year 2020|
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.