期刊论文

Xiang, XN

英文

Engineering Applications of Artificial Intelligence

0952-1976

2025

159

111805

10.1016/j.engappai.2025.111805

CRediT authorship contribution statement Wenni Chen: Writing – original draft, Methodology, Writing – review & editing, Software, Data curation. Xianan Xiang: Visualization, Writing – original draft, Methodology, Supervision. Sha Liu: Visualization, Methodology, acquisition. Jun Guo: Investigation, Project administration, Data curation. Tao Li: Data curation, Investigation, Software. Xuehua Zhou: Software, Data curation, Methodology. Deyong Peng: Software, Project administration, acquisition. Zhiya Deng: Funding

本校为第一且通讯机构

Organic solid waste (OSW) gasification is a critical pathway toward sustainable energy utilization. This study develops an integrated prediction model by combining exergy efficiency-based analytic hierarchy process-fuzzy comprehensive evaluation (AHP-FCE) with machine learning techniques. The model aims to select the optimal gasifier type and operational parameters based on OSW characteristics and processing capacities. Exergy efficiency derived from experimental data is used to construct AHP-FCE scores, which are then predicted using eight machine learning algorithms. Gradient boosting decisi...