Journal of System Simulation
Abstract
Abstract: To further improve the accuracy of gas turbine simulation models, based on the construction of a gas turbine mechanism simulation model and BP simulation model, through model substitution technology and BP neural network algorithm three intelligent fusion simulation models for gas turbines, and two intelligent fusion simulation models for parallel gas turbines are constructed respectively as well as the combination of, by comparing the simulated results of the above models with the actual operating data, the simulation model with the best performance was selected. Using the intelligent fusion simulation model of the gas turbine as the output constraint, a flexibility operation optimization simulation model for the combined cooling, heating, and power system was established, taking into account the heat and power decoupling technology. The results show that the model not only improves the simulation accuracy of results, but also effectively responds to the dynamic changes in energy demand on the load side by adjusting the flexibility of output equipment, which avoids the energy waste and improve the economic benefits of the system.
Recommended Citation
Bao, Zhe; Zhang, Xiaofang; Li, Wei; Xu, Ye; and Wang, Xu
(2024)
"Research on Flexible Operational Optimization of CCHP System Based on Intelligent Fusion Algorithm,"
Journal of System Simulation: Vol. 36:
Iss.
10, Article 10.
DOI: 10.16182/j.issn1004731x.joss.23-0699
Available at:
https://dc-china-simulation.researchcommons.org/journal/vol36/iss10/10
First Page
2330
Last Page
2344
CLC
TK01; TP391
Recommended Citation
Bao Zhe, Zhang Xiaofang, Li Wei, et al. Research on Flexible Operational Optimization of CCHP System Based on Intelligent Fusion Algorithm[J]. Journal of System Simulation, 2024, 36(10): 2330-2344.
DOI
10.16182/j.issn1004731x.joss.23-0699
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Artificial Intelligence and Robotics Commons, Computer Engineering Commons, Numerical Analysis and Scientific Computing Commons, Operations Research, Systems Engineering and Industrial Engineering Commons, Systems Science Commons