[HTML][HTML] Advanced modeling approaches for CFD simulations of coal combustion and gasification
Coal is the most abundant fossil fuel and is widely used as an energy source for combustion
and gasification. Both experimental methods and computational tools are required for the …
and gasification. Both experimental methods and computational tools are required for the …
Theory-guided Deep Neural Network for boiler 3-D NOx concentration distribution prediction
Z Tang, M Sui, X Wang, W Xue, Y Yang, Z Wang… - Energy, 2024 - Elsevier
Timely and accurate three-dimensional (3-D) NOx concentration distribution prediction is
essential for achieving low-emission and efficient operation in power plants. This study …
essential for achieving low-emission and efficient operation in power plants. This study …
Multi-factor numerical simulation study on spray dust suppression device in coal mining process
C Xu, W Nie, Z Liu, H Peng, S Yang, Q Liu - Energy, 2019 - Elsevier
In order to treat serious dust pollution problems in a fully mechanized mining face,
computational fluid dynamics (CFD) was here used for numerical simulation. The …
computational fluid dynamics (CFD) was here used for numerical simulation. The …
Towards cleaner energy: an innovative model to minimize NOx emissions in chemical loo** and CO2 capture technologies
J Krzywanski, T Czakiert, W Nowak, T Shimizu… - Energy, 2024 - Elsevier
The urgent global challenges of climate change and environmental issues have catalyzed
the development of CO 2-capture-ready technologies incorporating fluidization, such as …
the development of CO 2-capture-ready technologies incorporating fluidization, such as …
CFD modeling of hydrodynamics, combustion and NOx emission in a tangentially fired pulverized-coal boiler at low load operating conditions
J Chang, X Wang, Z Zhou, H Chen, Y Niu - Advanced Powder Technology, 2021 - Elsevier
With deep peak-load regulations, utility boilers are frequently operated under variable/low
load conditions. However, their hydrodynamics, combustion and NOx emission …
load conditions. However, their hydrodynamics, combustion and NOx emission …
A systematic comparison of machine learning methods for modeling of dynamic processes applied to combustion emission rate modeling
Ten established, data-driven dynamic algorithms are surveyed and a practical guide for
understanding these methods generated. Existing Python programming packages for …
understanding these methods generated. Existing Python programming packages for …
[HTML][HTML] Recent advances in high-fidelity simulations of pulverized coal combustion
Although renewable energy has recently attracted a lot of attention, coal-fired power plants
will still play an important role in electricity production in the future due to coal's abundance …
will still play an important role in electricity production in the future due to coal's abundance …
Fast prediction of temperature and chemical species distributions in pulverized coal boiler using POD reduced-order modeling for CFD
X Chen, W Zhong, T Li - Energy, 2023 - Elsevier
This study aims to develop a fast prediction method of 3D temperature and chemical species
distributions in pulverized coal boilers for real-time combustion monitoring and optimization …
distributions in pulverized coal boilers for real-time combustion monitoring and optimization …
Atikokan Digital Twin: Machine learning in a biomass energy system
JP Spinti, PJ Smith, ST Smith - Applied Energy, 2022 - Elsevier
Abstract The Atikokan Generating Station, operated by Ontario Power Generation, has a 200
MW, biomass-fired tower boiler that operates on a dispatch schedule with a five-minute …
MW, biomass-fired tower boiler that operates on a dispatch schedule with a five-minute …
Sustainable NOx emission reduction at a coal-fired power station through the use of online neural network modeling and particle swarm optimization
Meeting increasingly stringent environmental targets while conforming to new operational
demands of load-ram** and low-load operation presents a challenge for coal-fired …
demands of load-ram** and low-load operation presents a challenge for coal-fired …