journal article·2025-10

Boiler NOx emission prediction based on ensemble learning and extreme learning machine optimization

Ze Dong, Jun Li, Xinxin Zhao, Wei Jiang, Mingshuai Gao

Particuology· Volume 105
Publisher page

Abstract

No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.

Source: Not provided · Quality: missing

Research context

OpenAlex topics: Machine Learning and ELM · Advanced Algorithms and Applications · Water Quality Monitoring and Analysis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (31)

Show source-provided references
1. Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization
2. Dingo optimizer: A nature-inspired metaheuristic approach for engineering problems10.1155/2021/2571863 ↗
3. An improved machine learning method for thermochemistry tabulation, with application to LES-PDF simulations of piloted diffusion and swirl-bluff-body stabilised flames with NOx formation10.1016/j.combustflame.2025.114130 ↗
4. Soft sensing of NOx emissions from thermal power units based on adaptive GMM two-step clustering algorithm and ensemble learning10.1109/TIM.2023.3279913 ↗
5. A modified artificial hummingbird algorithm for solving optimal power flow problem in power systems10.1016/j.egyr.2023.12.053 ↗
6. Dynamic prediction of boiler NOx emission with graph convolutional gated recurrent unit model optimized by genetic algorithm10.1016/j.energy.2024.130957 ↗
7. Long-term prediction model for NOx emission based on LSTM-transformer10.3390/electronics12183929 ↗
8. Extreme learning machine: Theory and applications10.1016/j.neucom.2005.12.126 ↗
9. A hybrid cooperative method with lévy flights for electric vehicle charge scheduling10.1109/TITS.2021.3127352 ↗
10. Dingo optimization influenced arithmetic optimization-clustering and localization algorithm for underwater acoustic sensor networks10.1016/j.aej.2023.11.025 ↗
11. An adaptive coverage strategy for WSNs with dynamic energy decay based on multiobjective Dingo optimization algorithm10.1109/JSEN.2024.3379250 ↗
12. A frequency support approach for hybrid energy systems considering energy storage10.3390/en16104252 ↗
13. A logistic-tent chaotic mapping Levenberg Marquardt algorithm for improving positioning accuracy of grinding robot
14. Control allocation for a class of morphing aircraft with integer constraints based on Levy flight10.23919/JSEE.2020.000056 ↗
15. Residual compensation-based extreme learning machine for MIMO-NOMA receiver10.1109/ACCESS.2023.3242917 ↗
16. A bio-inspired method for engineering design optimization inspired by dingoes hunting strategies10.1155/2021/9107547 ↗
17. A critical analysis of the theoretical framework of the extreme learning machine10.1016/j.neucom.2024.129298 ↗
18. A novel online modeling for NOx generation prediction in coal-fired boiler10.1016/j.scitotenv.2022.157542 ↗
19. Multi-label scene classification on remote sensing imagery using modified dingo optimizer with deep learning10.1109/ACCESS.2023.3344773 ↗
20. Predictive control of SCR denitrification system in thermal power plants based on GA-BP and PSO10.1002/cjce.24846 ↗
21. A generalized t-distribution-based kernel adaptive filtering algorithm
22. Theory-guided deep neural network for boiler 3-D NOx concentration distribution prediction10.1016/j.energy.2024.131500 ↗
23. Auto-encoder-extreme learning machine model for boiler NOx emission concentration prediction10.1016/j.energy.2022.124552 ↗
24. NOx emissions prediction based on mutual information and back propagation neural network using correlation quantitative analysis10.1016/j.energy.2020.117286 ↗
25. NOx concentration prediction based on multi-channel fused spectral temporal graph neural network in coal-fired power plants10.1016/j.energy.2024.132222 ↗
26. T Co-benefits of policies to reduce air pollution and carbon emissions in China10.1016/j.eiar.2023.107301 ↗
27. Dynamic modeling for NOx emission sequence prediction of SCR system outlet based on sequence to sequence long short-term memory network10.1016/j.energy.2019.116482 ↗
28. A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction10.1016/j.energy.2022.126419 ↗
29. A stochastic configuration network based on chaotic sparrow search algorithm10.1016/j.knosys.2021.106924 ↗
30. Flame stabilization and emission characteristics of ammonia combustion in lab-scale gas turbine combustors: Recent progress and prospects10.1016/j.pecs.2024.101193 ↗
31. SR-Forest: A genetic programming-based heterogeneous ensemble learning method10.1109/TEVC.2023.3243172 ↗