Multi-objective optimisation of the emission parameters and efficiency of pellet stove at different supply airflow positions based on machine learning approach

Sungur, Bilal; Basar, Cem; Kaleli, Alirıza

doi:10.1016/j.energy.2023.127896

Cited by 2 publications

(1 citation statement)

References 41 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Similar trends were observed with air distribution in a wood stove (with an increase in CO emissions with higher air supply ratios) [44]. The outlet temperature (flue gas temperature, Figure 12), considerably increased from Position 1 to Position 5, which indicates an increase in losses due to sensitive enthalpy, as observed in previous studies for increasing input levels or positions (from 6 to 12 kW) [34]. Consequently, the yield of the process was reduced.…”

Section: Pine Pellet Combustionsupporting

confidence: 84%

The Determination of Combustion for Different Pellets Based on Ostwald Diagrams in a Domestic Stove under Experimental Conditions

González,

Álvarez Murillo,

Díaz García

et al. 2023

Applied Sciences

View full text Add to dashboard Cite

The global energy scenario is becoming a vital aspect of the sustainable economic development of regions and countries. Current changes in energy production, mainly due to scarcity and geopolitical factors, have proven the need for changes in energy distribution towards a lower energy dependence. Moreover, a considerable amount of biomass waste is generated in many regions, because of agro-industrial activities, whose management could contribute to energy production. The aim of this work was to study the optimization of the combustion process in a biomass stove by using different raw materials as fuels, such as pine, poplar, and plum tree pellets. For that purpose, power, excess air, and biomass content were optimized, among other parameters, and exhaust gases were analyzed with a Testo 335 analyzer, while temperatures were recorded with temperature probes. In conclusion, high yields were found for the optimized parameters of the studied biomass products (ranging from 91.1% for poplar pellets to 92.34% for pine pellets), making these three biomass fuels suitable for combustion in the abovementioned stove. Also, increasing biomass flow by 25% in the stove contributed to a higher efficiency of the process, especially in the case of plum tree pellets.

show abstract

Section: Pine Pellet Combustionsupporting

confidence: 84%

The Determination of Combustion for Different Pellets Based on Ostwald Diagrams in a Domestic Stove under Experimental Conditions

González,

Álvarez Murillo,

Díaz García

et al. 2023

Applied Sciences

View full text Add to dashboard Cite

show abstract

Determination of Combustion Experimental Conditions of Different Pellets Based on Ostwald Diagrams in a Domestic Boiler

González,

Álvarez Murillo,

Díaz García

et al. 2023

Preprint

View full text Add to dashboard Cite

Global energy scenario is becoming vital for the sustainable economic development of a region or country. Current changes in energy production, mainly due to scarcity and geopolitical factors, have proven the need for changes in energy mix towards a lower energy dependence. In that sense, a considerable amount of biomass waste is generated in many regions, because of agro-industrial activities, whose management could contribute to energy production. The aim of this work was to study the determination of combustion conditions in a biomass stove by using different raw materials as fuels, such as pine, poplar, and plum tree pellets. For that purpose, power, excess air, and biomass content were optimized, among other parameters, and fumes were analyzed with a Testo 335 analyzer, recording temperatures with temperature probes. As a conclusion, high yields were found for the optimized parameters of the studied biomass (ranging from 91.1 % for poplar pellet to 92.34 % for pine pellet), making these three biomass fuels suitable for combustion in the abovementioned stove. Also, increasing biomass flow by 25 % in the stove contributed to a higher efficiency of the process, especially in the case of plum tree pellets.

show abstract

Multi-objective optimisation of the emission parameters and efficiency of pellet stove at different supply airflow positions based on machine learning approach

Cited by 2 publications

References 41 publications

The Determination of Combustion for Different Pellets Based on Ostwald Diagrams in a Domestic Stove under Experimental Conditions

The Determination of Combustion for Different Pellets Based on Ostwald Diagrams in a Domestic Stove under Experimental Conditions

Determination of Combustion Experimental Conditions of Different Pellets Based on Ostwald Diagrams in a Domestic Boiler

Contact Info

Product

Resources

About