Cargando…

Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace

With the special porous structure and super-long carbon sequestration characteristic, the biochar has shown to have potential in improving soil fertility, reducing carbon emissions and increasing soil carbon sequestration. However, the biochar technology has not been applied on a large scale, due to...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Xi, Zhang, Guiyun, Zhang, Dong, Zhang, Liping, Qian, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920012/
https://www.ncbi.nlm.nih.gov/pubmed/36770171
http://dx.doi.org/10.3390/ma16031164
_version_ 1784886965469970432
author Zhang, Xi
Zhang, Guiyun
Zhang, Dong
Zhang, Liping
Qian, Feng
author_facet Zhang, Xi
Zhang, Guiyun
Zhang, Dong
Zhang, Liping
Qian, Feng
author_sort Zhang, Xi
collection PubMed
description With the special porous structure and super-long carbon sequestration characteristic, the biochar has shown to have potential in improving soil fertility, reducing carbon emissions and increasing soil carbon sequestration. However, the biochar technology has not been applied on a large scale, due to the complex structure, long transportation distance of raw materials, and high cost. To overcome these issues, the brazier-type gasification and carbonization furnace is designed to carry out dry distillation, anaerobic carbonization and have a high carbonization rate under high-temperature conditions. To improve the operation and maintenance efficiency, we formulate the operation of the brazier-type gasification and carbonization furnace as a dynamic multi-objective optimization problem (DMOP). Firstly, we analyze the dynamic factors in the work process of the brazier-type gasification and carbonization furnace, such as the equipment capacity, the operating conditions, and the biomass treated by the furnace. Afterward, we select the biochar yield and carbon monoxide emission as the dynamic objectives and model the DMOP. Finally, we apply three dynamic multiobjective evolutionary algorithms to solve the optimization problem so as to verify the effectiveness of the dynamic optimization approach in the gasification and carbonization furnace.
format Online
Article
Text
id pubmed-9920012
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99200122023-02-12 Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace Zhang, Xi Zhang, Guiyun Zhang, Dong Zhang, Liping Qian, Feng Materials (Basel) Article With the special porous structure and super-long carbon sequestration characteristic, the biochar has shown to have potential in improving soil fertility, reducing carbon emissions and increasing soil carbon sequestration. However, the biochar technology has not been applied on a large scale, due to the complex structure, long transportation distance of raw materials, and high cost. To overcome these issues, the brazier-type gasification and carbonization furnace is designed to carry out dry distillation, anaerobic carbonization and have a high carbonization rate under high-temperature conditions. To improve the operation and maintenance efficiency, we formulate the operation of the brazier-type gasification and carbonization furnace as a dynamic multi-objective optimization problem (DMOP). Firstly, we analyze the dynamic factors in the work process of the brazier-type gasification and carbonization furnace, such as the equipment capacity, the operating conditions, and the biomass treated by the furnace. Afterward, we select the biochar yield and carbon monoxide emission as the dynamic objectives and model the DMOP. Finally, we apply three dynamic multiobjective evolutionary algorithms to solve the optimization problem so as to verify the effectiveness of the dynamic optimization approach in the gasification and carbonization furnace. MDPI 2023-01-30 /pmc/articles/PMC9920012/ /pubmed/36770171 http://dx.doi.org/10.3390/ma16031164 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Xi
Zhang, Guiyun
Zhang, Dong
Zhang, Liping
Qian, Feng
Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace
title Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace
title_full Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace
title_fullStr Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace
title_full_unstemmed Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace
title_short Dynamic Multi-Objective Optimization in Brazier-Type Gasification and Carbonization Furnace
title_sort dynamic multi-objective optimization in brazier-type gasification and carbonization furnace
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920012/
https://www.ncbi.nlm.nih.gov/pubmed/36770171
http://dx.doi.org/10.3390/ma16031164
work_keys_str_mv AT zhangxi dynamicmultiobjectiveoptimizationinbraziertypegasificationandcarbonizationfurnace
AT zhangguiyun dynamicmultiobjectiveoptimizationinbraziertypegasificationandcarbonizationfurnace
AT zhangdong dynamicmultiobjectiveoptimizationinbraziertypegasificationandcarbonizationfurnace
AT zhangliping dynamicmultiobjectiveoptimizationinbraziertypegasificationandcarbonizationfurnace
AT qianfeng dynamicmultiobjectiveoptimizationinbraziertypegasificationandcarbonizationfurnace