Currently, the modeling of complex chemical-physical processes is drastically influencing
industrial development. Therefore, the analysis and study of the combustion process of the …

Coal-fired power plants remain a crucial source of electricity in meeting national energy
demands, despite the environmental challenges posed by the emissions generated during …

The gas turbine in a combined cyclic power plant (CCPP) produces harmful gases like
carbon monoxide (CO) and nitrogen oxide (NOx) into the atmosphere. It is evident to monitor …

NOx emissions are measured in the effluent gas from utility boilers. These emissions are
controlled by a variety of different features during combustion or post combustion. Firstly all …

View Video Presentation: https://doi. org/10.2514/6.2023-0387. vid CO and NOx are emitted
from various sources among which gas turbine power plants play a significant role. CO and …

In recent studies, artificial intelligence models have been developed for the prediction of
nitrogen oxide emissions from thermal power plants. This research utilizes an artificial …

Four machine learning (ML) models including a deep neural network, a long short‐term
memory network, a random forest (RF), and an extreme gradient boosting are implemented …

Since the mechanism of boiler combustion is extremely complicated and difficult to apply to
model and optimize the combustion process directly, data-driven models attract increasingly …

In this paper we present a study for the development of a predictive emission monitoring
system (PEMS) through hybrid modeling. The system was built by coupling a …

With the increasingly strict environmental protection policies, restrictions on NOx emissions
are becoming increasingly stringent. This paper focuses on modeling and optimizing NOx …