The use of bioenergy has been increasing due to efforts in fossil fuels replacement. Modern bioenergy technologies aim for high efficiency and low pollution levels, which increases the need for methods for the on-line characterization of biofuels. Dielectric methods have been identified as useful for the sensing of solid biofuels because they allow for rapid, nonhazardous, nondestructive, and bulk determination of material properties. The dielectric properties describe the interaction between the material and the electromagnetic waves. Dielectric properties are intrinsic of the materials and can therefore be used for the development of prediction models that can be applied regardless of the measurement technique. The study of the dielectric properties is also important as it improves the understanding of the dielectric behavior of the materials. This thesis focuses on the dielectric properties of solid biofuels and their use in the characterization of these materials. The work presented includes the development of new methods permitting the determination of the dielectric properties of solid biofuels with large particle size (waveguide method), broadband measurement of the dielectric properties (coaxial-line probe), and the use of a previously developed method for the accurate determination of the dielectric properties (free-space method). The results includes the dielectric properties of solid biofuels and their dependence on parameters such as frequency, moisture, density, and temperature. This thesis also presents semi-theoretical models for the determination of moisture content, which obtained a RMSEP of 4% for moisture contents between 34 and 67%, and an empirical model that resulted in a RMSEC of 0.3% for moisture contents between 4 and 13%. Finally, this thesis includes measurements of the influence of salt content on the dielectric properties and a discussion of its use for estimation of the ash content of solid biofuels. 

Com os planos de descarbonização de diversos países do mundo, o contínuo crescimento do mercado mundial dos pellets de madeira tende a aumentar, e para atender a demanda será necessário à inclusão de países emergentes dos quais revelam potencial o Brasil, dado que possui grande vocação na produção sustentável de florestas para produção de madeira do gênero Eucalyptus ssp., que apresenta produtividade entre 30% a 50% superior a qualquer pais do mundo, tornando-se a espécie ideal para produção em escala de biomassa para energia. O problema central consiste em viabilizar a produção sustentável de pellets de madeira, que possam atender a demanda nacional e internacional. Contudo este estudo inicialmente identificou a oferta e demanda de madeira para energia por tipo e fonte, posteriormente foram levantados os potenciais produtivos de florestas energéticas de curta rotação, para atender a iminente demanda nacional e internacional de madeira para energia, e finalmente foram detectados os problemas presentes na biomassa sólida vegetal do gênero Eucalyptus ssp., no Brasil. Como resultado este estudo mostra o potencial de produção sustentável de eucalipto de curtas rotação a 150 km dos portos brasileiros para produção e exportação de pellets, como também tem como resultado uma patente de invenção (BR 10 2016 023862 5) que resulta na extração a níveis aceitáveis pelas normas ENplus e semelhantes das emissões de cloro da madeira, e de metais alcalinos, fator limitante para o uso da biomassa na produção de pellets combustível. Evitando assim a formação de dioxinas, e organoclorados que prejudicam a saúde humana e propiciando também redução da formação de cinzas, diminuindo a corrosão dos equipamentos de combustão para produção de energia através de biocombustíveis sólidos. / The decarbonization plans worldwide, the world market of wood pellets tends to increase, and to meet the world demand it will be necessary to include emerging countries which show potential such as Brazil, as it has a great vocation in sustainable production of Eucalyptus wood and has higher productivity than any other country in the world, it is the ideal forest species for wood pellets production for energy in Brazil. The central problem is to enable the sustainable production, which can meet domestic and international demand of woody biomass for energy. This study initially identified the wood supply and demand for energy by type and source, and it was later raised to the productive potential of energy forests; finally it was detected the problems in solid biomass in Brazil. Results of this study show the sustainable production potential of short rotation Eucalyptus in range of (150 km) of Brazilian ports, aiming to pellets export, as well as this study has resulted in a patent, number: (BR 10 2016 023862 5), resulting in reduced to acceptable levels (ENplus), by the relevant rules of chlorine emissions, thus preventing the formation of dioxins, and allowing removal of alkali metals thereby reducing the formation of ash and decreasing the corrosion of combustion systems for energy production by solid biofuels.

Com os planos de descarbonização de diversos países do mundo, o contínuo crescimento do mercado mundial dos pellets de madeira tende a aumentar, e para atender a demanda será necessário à inclusão de países emergentes dos quais revelam potencial o Brasil, dado que possui grande vocação na produção sustentável de florestas para produção de madeira do gênero Eucalyptus ssp., que apresenta produtividade entre 30% a 50% superior a qualquer pais do mundo, tornando-se a espécie ideal para produção em escala de biomassa para energia. O problema central consiste em viabilizar a produção sustentável de pellets de madeira, que possam atender a demanda nacional e internacional. Contudo este estudo inicialmente identificou a oferta e demanda de madeira para energia por tipo e fonte, posteriormente foram levantados os potenciais produtivos de florestas energéticas de curta rotação, para atender a iminente demanda nacional e internacional de madeira para energia, e finalmente foram detectados os problemas presentes na biomassa sólida vegetal do gênero Eucalyptus ssp., no Brasil. Como resultado este estudo mostra o potencial de produção sustentável de eucalipto de curtas rotação a 150 km dos portos brasileiros para produção e exportação de pellets, como também tem como resultado uma patente de invenção (BR 10 2016 023862 5) que resulta na extração a níveis aceitáveis pelas normas ENplus e semelhantes das emissões de cloro da madeira, e de metais alcalinos, fator limitante para o uso da biomassa na produção de pellets combustível. Evitando assim a formação de dioxinas, e organoclorados que prejudicam a saúde humana e propiciando também redução da formação de cinzas, diminuindo a corrosão dos equipamentos de combustão para produção de energia através de biocombustíveis sólidos. / The decarbonization plans worldwide, the world market of wood pellets tends to increase, and to meet the world demand it will be necessary to include emerging countries which show potential such as Brazil, as it has a great vocation in sustainable production of Eucalyptus wood and has higher productivity than any other country in the world, it is the ideal forest species for wood pellets production for energy in Brazil. The central problem is to enable the sustainable production, which can meet domestic and international demand of woody biomass for energy. This study initially identified the wood supply and demand for energy by type and source, and it was later raised to the productive potential of energy forests; finally it was detected the problems in solid biomass in Brazil. Results of this study show the sustainable production potential of short rotation Eucalyptus in range of (150 km) of Brazilian ports, aiming to pellets export, as well as this study has resulted in a patent, number: (BR 10 2016 023862 5), resulting in reduced to acceptable levels (ENplus), by the relevant rules of chlorine emissions, thus preventing the formation of dioxins, and allowing removal of alkali metals thereby reducing the formation of ash and decreasing the corrosion of combustion systems for energy production by solid biofuels.

Wood pellets have become a solid biomass fuel of choice because they are a standardized product with known quality properties. However, the self-heating and off-gassing tendencies during storage of wood pellets threatens the consistency of the pellets’ quality properties. The aim of this thesis was to increase the body of knowledge towards understanding of the off-gassing of wood pellets. The effects of total wood extractive content and types of extractives in the raw material on off-gassing of wood pellets were investigated through two separate studies. In the first study, the pellets were produced from fresh and pre-treated Scots pine sawdust. The pre-treatments involved storing, extraction and adding additive oils. The second study used synthetic pure cellulose that was pre-treated by adding different additive oils. The pellets were subjected to off-gassing tests under controlled conditions. The results from the first study showed that the total amount of extractives in the raw material has little effect on off-gassing. While gas emissions were reduced for stored and acetone extracted pine pellets, the coefficients of determination (R2) from the linear correlation analysis between off-gassing and the total extractive content of the raw materials were below 0.5 for all the three off-gasses indicating no correlation. The results of cellulose pellets with added additive oils in the second study showed that the off-gassing is highly dependent on the type of extractives in the raw material. The highest mean concentrations of the carbon oxides and methane were recorded from cellulose pellets with added linseed oil. Pellets with added linseed oil had higher off-gas emissions due to the high content of unsaturated fatty acids of 73.9% linolenic and 7.6% linoleic. Based on these results, it was concluded that one of the main causes of off-gassing during storage of wood pellets is the α-oxidation of unsaturated fatty acids. The other notable effect was that methane formation is dependent on anaerobic conditions, whereas formation of carbon oxides can occur both under aerobic and anaerobic conditions. / Wood pellets have over the years become a solid biomass fuel of choice for heat and power generation because they are a standardized product with known quality properties. However, the self-heating and off-gassing tendencies of wood pellets threatens the consistency of the quality properties. Self-heating and off-gassing can cause disintegration of the pellets resulting in dry matter losses and reduction in quality properties. Additionally, self-heating may lead to fires while off-gassing of toxic gasses such as carbon monoxide is a human health and environmental hazard. The aim of this thesis was to increase the body of knowledge towards the understanding of off-gassing of wood pellets. The results showed that total amount of extractives in the raw material has little effect on off-gassing. One of the main causes of off-gassing of carbon oxides by wood pellets is the α-oxidation of unsaturated fatty acids and other triglyceride oils that are chemically unstable. The other notable effect was that methane formation is dependent on anaerobic conditions, whereas formation of carbon oxides can occur both under aerobic and anaerobic conditions. / <p>This study was part of the project on secure and well-characterised raw materials and products through innovative adaption of pellets manufacturing processes (SVINPELS, project no 47997–1). This was a collaborative research project between Karlstad University and the Swedish University of Agricultural Sciences, SLU and was funded by the Swedish Energy Agency.</p>

This degree project studies implementation and comparison of different AI models to predict (1) solid biofuel elements including carbon, hydrogen, nitrogen, and oxygen as well as moisture content, ash content, and higher heating value (HHV) of the fuel and (2) flue gas compositions such as concentration of carbon dioxide, carbon monoxide, nitrogen, nitrogen oxides, and water content using near-infrared spectroscopy and chemometric approaches. The study executes these predictions by simulating the operation of a combined heat and power plant (CHP) that is equipped with carbon capture and storage (CCS). The focus of this study is to investigate the possibility of using Near-Infrared spectroscopy (NIRs) technology to predict the emissions from a CHP plant, which can further improve the performance of the CCS system by providing the necessary fuel data in real time. The acquired NIR data is used to develop the Artificial Intelligence (AI) models using several regression algorithms including Linear regression, Gaussian process, Support Vector Machine, Artificial Neural Network, Ensemble Trees, and Tree regression. NIR data has been pre-processed using Savitzky-Golay (SG) and Multi scatter correction (MSC) techniques. Highest accuracy has been achieved for moisture content of the fuel using Exponential Gaussian Process, where an RMSE of 2.5687 and an R2-value of 0.9 has been obtained. Indeed, only a handful of regression algorithms have shown reasonable accuracy when predicting the fuel elements, where the HHV of the fuel has been predicted poorly as none of the algorithms have been able to execute the prediction successfully which leads to negative values of R2. Prediction of flue gas composition has been done resulting in reasonable accuracies for CO2 fraction with values of 0.1051 and 0.6 for RMSE and R2 respectively. Furthermore, the computational time of the algorithms has been investigated, which indicates that some of the pre-processing techniques could improve the computational time for a certain regression model, but not for all of them. It is conclusively possible to predict fuel elements and flue gas compositions based on data acquired from NIR spectroscopy. However, great effort must be put into model development including data treatment and AI model calibration to achieve desirable precision and reliable results.