Journal of Building Engineering, Год журнала: 2024, Номер unknown, С. 111618 - 111618
Опубликована: Дек. 1, 2024
Язык: Английский
Journal of Building Engineering, Год журнала: 2024, Номер unknown, С. 111618 - 111618
Опубликована: Дек. 1, 2024
Язык: Английский
Energy, Год журнала: 2025, Номер unknown, С. 134634 - 134634
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
4Environmental Research, Год журнала: 2025, Номер unknown, С. 121023 - 121023
Опубликована: Фев. 1, 2025
Язык: Английский
Процитировано
0Highlights in Science Engineering and Technology, Год журнала: 2025, Номер 132, С. 111 - 121
Опубликована: Март 20, 2025
This paper takes the statistics of coal pyrolysis data released by Chinese Academy Sciences as research subject and integrates BP neural network model. It conducts an empirical study on prediction optimization issues product yields during co-pyrolysis process biomass coal. The reveals that n-hexane insoluble (INS) have insignificant impact tar, water, char residue. Subsequently, multi-factor analysis variance (ANOVA) is employed to analyze disparities between experimental values theoretical calculated values. conclusion drawn residue products exhibit statistically significant differences under certain mixing ratios. Particularly, a notable difference exists residue, indicating existing model might require adjustment in predicting yield To optimize products, multivariate regression established influences different ratios utilized predict products. showcases application potential artificial intelligence field chemical engineering, especially handling complex reaction systems.
Язык: Английский
Процитировано
0Journal of environmental chemical engineering, Год журнала: 2025, Номер unknown, С. 116606 - 116606
Опубликована: Апрель 1, 2025
Язык: Английский
Процитировано
0Journal of Analytical and Applied Pyrolysis, Год журнала: 2025, Номер unknown, С. 107150 - 107150
Опубликована: Май 1, 2025
Язык: Английский
Процитировано
0Sustainability, Год журнала: 2024, Номер 16(21), С. 9506 - 9506
Опубликована: Окт. 31, 2024
As a new type of energy that can meet the requirements carbon neutrality, biomass has received wide attention in recent years, and its rational efficient thermal utilization help reduce greenhouse gas emissions establish an energy-saving, low-carbon system to promote sustainable development. In this paper, current research status plant-based waste is comprehensively summarized from four aspects, namely component properties, industrial means, experiments theoretical calculations. addition, paper summarizes progress several such as microscopic experimental studies, macroscopic pyrolysis characterization, multiscale model construction waste. However, due diversity heterogeneity biomass, there are still some challenges extending laboratory results large-scale production, for which we also provide outlook on future technological innovations development directions area.
Язык: Английский
Процитировано
2Fuel, Год журнала: 2024, Номер 385, С. 134085 - 134085
Опубликована: Дек. 16, 2024
Язык: Английский
Процитировано
2Fuel, Год журнала: 2024, Номер 381, С. 133450 - 133450
Опубликована: Окт. 19, 2024
Язык: Английский
Процитировано
0Journal of the Energy Institute, Год журнала: 2024, Номер unknown, С. 101915 - 101915
Опубликована: Ноя. 1, 2024
Язык: Английский
Процитировано
0Journal of Building Engineering, Год журнала: 2024, Номер unknown, С. 111618 - 111618
Опубликована: Дек. 1, 2024
Язык: Английский
Процитировано
0