Application of linear regression algorithm and stochastic gradient descent in a machine‐learning environment for predicting biomass higher heating value
Sign Up to like & getrecommendations! Published in 2020 at "Biofuels"
DOI: 10.1002/bbb.2140
Abstract: The higher heating value (HHV) provides information about the quantity of energy contained in a fuel such as biomass. Correlations and models can be developed to predict biomass HHV quickly from other analysis data. In… read more here.
Keywords: stochastic gradient; heating value; regression algorithm; linear regression ... See more keywords
Predictive modelling of the higher heating value in biomass torrefaction for the energy treatment process using machine-learning techniques
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3870-x
Abstract: AbstractTorrefaction of biomass can be described as a mild form of pyrolysis at temperatures typically ranging between 200 and 300 °C in the absence of oxygen. Common biomass reactions during torrefaction include devolatilization, depolymerization, and carbonization… read more here.
Keywords: biomass; value; model; process ... See more keywords
Combustion characteristics of coaxial nonpremixed flames for low heating value gases
Sign Up to like & getrecommendations! Published in 2018 at "Energy"
DOI: 10.1016/j.energy.2018.09.096
Abstract: Abstract In this study, the combustion characteristics of low heating value gases (LHVGs) consisting of methane, propane, and nitrogen are investigated experimentally and numerically. For the experiment, a coaxial non-premixed jet-type burner is used to… read more here.
Keywords: flame; low heating; value; combustion characteristics ... See more keywords
Predicting heating value of lignocellulosic biomass based on elemental analysis
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DOI: 10.1016/j.energy.2019.116501
Abstract: Abstract Heating value is one of the most important properties for bioenergy recovery from lignocellulosic biomass. Various correlations have been established to predict the heating value. This study presents a new correlation to predict the… read more here.
Keywords: biomass; biomass based; correlation; heating value ... See more keywords
Enhancement of slurryability and heating value of coal water slurry (CWS) by torrefaction treatment of low rank coal (LRC)
Sign Up to like & getrecommendations! Published in 2017 at "Fuel"
DOI: 10.1016/j.fuel.2017.03.016
Abstract: Abstract To improve cold gas efficiency of entrained-flow gasification, coal water slurry (CWS) as a fuel must have high heating value at low viscosity. Especially, considering unstable supply of bituminous coal, the preparation of CWS… read more here.
Keywords: low rank; cws; heating value; rank coal ... See more keywords
Mango stone properties as biofuel and its potential for reducing CO2 emissions
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2018.04.147
Abstract: Abstract Mango ( Mangifera indica L.) is one of the most widely cultivated fruits in the tropics as well as other coastal subtropical climate areas, existing around 160 varieties of mangoes in the world, grown… read more here.
Keywords: production; stone; mango stone; co2 emissions ... See more keywords
Statistical model for heating value of municipal solid waste in Brazil based on gravimetric composition.
Sign Up to like & getrecommendations! Published in 2019 at "Waste management"
DOI: 10.1016/j.wasman.2019.03.012
Abstract: Municipal solid waste (MSW) management is a serious problem for public administrations, especially in terms of treatment and final disposal. These wastes have a high energy content and one of the possibilities of treatment is… read more here.
Keywords: heating value; waste; solid waste; gravimetric composition ... See more keywords
A heating value estimation of refuse derived fuel using the genetic programming model.
Sign Up to like & getrecommendations! Published in 2019 at "Waste management"
DOI: 10.1016/j.wasman.2019.09.035
Abstract: Refuse Derived Fuel (RDF) makes an increasingly important contribution to sustainable waste management as an energy source in cement kilns. The most important parameter of RDF in an evaluation of its performance as a fuel… read more here.
Keywords: derived fuel; estimation; refuse derived; method ... See more keywords
Heating Value Reduction of LNG (Liquefied Natural Gas) by Recovering Heavy Hydrocarbons: Technoeconomic Analyses Using Simulation-Based Optimization
Sign Up to like & getrecommendations! Published in 2018 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.7b04311
Abstract: LNG is expected to play a major role in global natural gas trade. Implementing a heating value adjustment unit within regasification terminal allows importing of LNG from diverse sources around the world, thus increasing the… read more here.
Keywords: lng; technoeconomic analyses; value; natural gas ... See more keywords
A unified semi-empirical model for estimating the higher heating value of coals based on proximate analysis
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DOI: 10.1080/00102202.2018.1497612
Abstract: ABSTRACT Mathematical models for estimating the higher heating value of coals have constantly been developed and verified. Recently, models based on proximate analysis have gained much attention because of the relative ease in acquiring of… read more here.
Keywords: estimating higher; model; value coals; heating value ... See more keywords
A Dynamic Recurrent Neural Network for Predicting Higher Heating Value of Biomass
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Molecular Sciences"
DOI: 10.3390/ijms24065780
Abstract: The higher heating value (HHV) is the main property showing the energy amount of biomass samples. Several linear correlations based on either the proximate or the ultimate analysis have already been proposed for predicting biomass… read more here.
Keywords: higher heating; neural network; hhv; recurrent neural ... See more keywords