Dioxin emission modeling using feature selection and simplified DFR with residual error fitting for the grate-based MSWI process

H Xia, J Tang, L Aljerf, C Cui, B Gao, PO Ukaogo - Waste Management, 2023 - Elsevier
Municipal solid waste incineration (MSWI) with grate technology is a widely applied waste-to-
energy process in various cities in China. Meanwhile, dioxins (DXN) are emitted at the stack …

Modelling the furnace temperature field of a municipal solid waste incinerator using the numerical simulation and the deep forest regression algorithm

J Chen, J Tang, H Xia, W Yu, J Qiao - Fuel, 2023 - Elsevier
The furnace temperature field is key information to reflect the combustion conditions and is
related to process safety, equipment failure rates, and pollution emissions in municipal solid …

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 …

基于宽度混合森林回归的城市固废焚烧过程二噁英排放软测量

夏恒, 汤健, 崔璨麟, 乔俊飞 - 自动化学报, 2023 - aas.net.cn
二噁英是城市固废焚烧过程排放的痕量有机污染物. 受限于相关技术的复杂度和高成本,
二噁英排放浓度检测的大时滞已成为制约城市固废焚烧过程优化控制的关键因素之一 …

城市固废焚烧过程的回路控制半实物仿真平台

王天峥, 汤健, 夏恒, 乔俊飞 - 系统仿真学报, 2023 - china-simulation.com
为精确模拟和实现城市固废焚烧(municipal solid waste incineration, MSWI) 过程的多入多出(
multiple input multiple output, MIMO) 回路控制, 面向实际工业过程开发了由真实设备层和虚拟 …

Hardware-in-the-loop simulation platform of loop control for municipal solid waste incineration process

T Wang, J Tang, H Xia, J Qiao - Journal of …, 2023 - dc-china-simulation …
To accurately simulate and realize the multiple input multiple output (MIMO) loop control of
municipal solid waste incineration (MSWI) process, a distributed hardware-in-the-loop …

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 …

基于主动学习机制GAN 的MSWI 过程二噁英排放风险预警模型.

汤健, 崔璨麟, 夏恒, 王丹丹… - Journal of Beijing …, 2023 - search.ebscohost.com
To solve the problem that the samples to construct a risk warning model of dioxin (DXN)
emission in municipal solid waste incineration (MSWI) process are extremely scarce, a …

Online Soft Sensing of Dioxin Emission Based on Fast Tree BLS and Robust PCA

H Xia, J Tang, R Zhang - 2023 IEEE Symposium Series on …, 2023 - ieeexplore.ieee.org
Municipal solid waste incineration (MSWI) is a crucial technology for waste treatment in
densely populated cities. It plays a vital role in contributing to the hot concept of waste-to …

Deep Bayesian Forest Fusion Ensembled Algorithm

C Xu, J Tang, H Xia - 2024 36th Chinese Control and Decision …, 2024 - ieeexplore.ieee.org
Currently, the conventional deep-ensemble modeling approach faces several challenges,
including intricate computations, diminished accuracy, and inadequate generalization …