Research on Low Nitrogen Combustion Strategies For Integrated Information Control and Business of Power Plants in China

This research examines the intelligent management strategy of the power plant's de-nitration system in order to address issues including the insufficient assessment of the intake NOx content and significant nonlinearity and inertia. To address the lag issue in the measurement of nitrogen oxide content at the intake port, a worldwide measurement calibration model is created. This model has a lower R2 and RMSE than the single regression prediction model. The MATLAB Simulink program is used to build the de-nitration system simulation platform, and the intelligent control approach is researched. According to the simulation results, intelligent control reduces the variation in output NOx concentration by 63.7%, whereas multi-model predictive control without inlet NOx correction reduces it by 40.6%.

Authors

Publication Details

Journal
International Journal of Academic Research in Accounting Finance and Management Sciences
Published
2024-11-06
DOI
https://doi.org/10.6007/ijarafms/v14-i4/23550
Primary Topic
High-Voltage Power Transmission Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on Low Nitrogen Combustion Strategies For Integrated Information Control and Business of Power Plants in China

Muruga Perumal Ramaswamy, Asif Mahbub Karim, Siming Guo
International Journal of Academic Research in Accounting Finance and Management Sciences
High-Voltage Power Transmission Systems
article

Research on Low Nitrogen Combustion Strategies For Integrated Information Control and Business of Power Plants in China

Muruga Perumal Ramaswamy, Asif Mahbub Karim, Siming Guo
article en

Abstract

This research examines the intelligent management strategy of the power plant's de-nitration system in order to address issues including the insufficient assessment of the intake NOx content and significant nonlinearity and inertia. To address the lag issue in the measurement of nitrogen oxide content at the intake port, a worldwide measurement calibration model is created. This model has a lower R2 and RMSE than the single regression prediction model. The MATLAB Simulink program is used to build the de-nitration system simulation platform, and the intelligent control approach is researched. According to the simulation results, intelligent control reduces the variation in output NOx concentration by 63.7%, whereas multi-model predictive control without inlet NOx correction reduces it by 40.6%.

International Journal of Academic Research in Accounting Finance and Management SciencesVol. 14(4)
Affordable and clean energy
Openalex Percentile: Top 82%
High-Voltage Power Transmission Systems
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