Intelligent optimal control of furnace temperature for the municipal solid waste incineration process using multi-loop controller and particle swarm optimization

T Wang, J Tang, H Xia, L Aljerf, R Zhang, H Tian… - Expert Systems with …, 2024 - Elsevier
Furnace temperature (FT) is a key variable in municipal solid waste incineration (MSWI)
processes, influenced by many manipulated variables and directly impacting pollutant …

Online measurement of dioxin emission in solid waste incineration using fuzzy broad learning

H Xia, J Tang, W Yu, J Qiao - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
Dioxin (DXN) is a persistent organic pollutant produced from municipal solid waste
incineration (MSWI) processes. It is a crucial environmental indicator to minimize emission …

城市固废焚烧过程智能优化控制研究现状与展望

汤健, 夏恒, 余文, 乔俊飞 - 自动化学报, 2023 - aas.net.cn
针对全球城市固废(Municipal solid waste, MSW) 的高增长率导致城市环境持续恶化以至于“
垃圾围城” 现象日益增多等问题, MSW 焚烧(MSW incineration, MSWI) 技术能够通过发酵, 燃烧 …

CO emission predictions in municipal solid waste incineration based on reduced depth features and long short-term memory optimization

R Zhang, J Tang, H Xia, X Pan, W Yu, J Qiao - Neural Computing and …, 2024 - Springer
Carbon monoxide (CO) is a toxic gas emitted during municipal solid waste incineration
(MSWI). Its emission prediction is conducive to pollutant reduction and optimized control of …

Multi-objective PSO semi-supervised random forest method for dioxin soft sensor

W Xu, J Tang, H Xia, W Yu, J Qiao - Engineering Applications of Artificial …, 2024 - Elsevier
Municipal solid waste incineration (MSWI) is the most widely used waste treatment
technology worldwide. Dioxin (DXN), one of the by-products of the MSWI process, is by far …

面向复杂工业过程的虚拟样本生成综述

汤健, 崔璨麟, 夏恒, 乔俊飞 - 自动化学报, 2024 - aas.net.cn
用于复杂工业过程难测运行指标和异常故障建模的样本具有量少稀缺, 分布不均衡以及内涵机理
知识匮乏等特性. 虚拟样本生成(Virtual sample generation, VSG) 作为扩充建模样本数量及其 …

Hybrid Simulator-Based Mechanism and Data-Driven for Multidemand Dioxin Emissions Intelligent Prediction in the MSWI Process

H Xia, J Tang, W Yu, J Qiao - IEEE Transactions on Industrial …, 2024 - ieeexplore.ieee.org
The real-time detection technique and comprehensive characterization of dioxin (DXN)
emission concentration during the municipal solid waste incineration process persist as …

基于仿真机理和改进回归决策树的二噁英排放建模

夏恒, 汤健, 余文, 乔俊飞 - 自动化学报, 2024 - aas.net.cn
城市固废焚烧(Municipal solid waste incineration, MSWI) 过程已是被称为“世纪之毒”
的二噁英(Dioxin, DXN) 的重要排放源之一. 截止目前为止, DXN 的生成机理和实时检测仍是 …

Multi-scale Modeling Using GAN and Deep Forest Regression with Application to Dioxin Emission Soft Sensor

C Cui, J Tang, H Xia, W Yu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Dioxin (DXN) emission concentration is a key environmental index in the process of
municipal solid waste incineration (MSWI). Realizing an intelligent optimization operation …

Dioxin Emission Concentration Prediction Using the Selective Ensemble Algorithm Based on Bayesian Inference and Binary Tree

C Xu, J Tang, H Xia, W Yu, J Qiao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Dioxin (DXN), a by-product from the municipal solid waste incineration (MSWI) process, is
an organic pollutant; thus, it is extremely harmful to the ecological environment and difficult …