Concepedia

Long-short term memory modeling and performance analysis of extended-state Kalman filter-based energy-saving model predictive control for supercritical unit

Mengmeng Guo, Yongsheng Hao, Yuxuan Lu, Li Sun

Applied Thermal Engineering · 2025 · 19 citations · 46 references

Concepts

EngineeringMechanical EngineeringSystems EngineeringEnergy ManagementEnergy SystemsProcess ControlControl SystemsControl TheoryEnergy Management SystemsKalman FilteringModel Predictive ControlState-space ModelsExtended Kalman FilterExtended Kalman FilteringPredictive ControlPredictive Control SystemsState PredictionSupercritical FlowSupercritical Fluids

References

46

Stochastic stability of the discrete-time extended Kalman filter

Stefan Günther, Edwin E. Yaz, R. Unbehauen · IEEE Transactions on Automatic Control · 1999 · 977 citations

Engineering, Mathematics, Dynamical Systems +16

On the convergence of an extended state observer for nonlinear systems with uncertainty

Bao‐Zhu Guo, Zhi‐Liang Zhao · Systems & Control Letters · 2011 · 865 citations

Natural Sciences, Mathematics, Systems Engineering +12

Prediction of the NO emissions from thermal power plant using long-short term memory neural network

Guotian Yang, Yingnan Wang, Xinli Li · Energy · 2019 · 181 citations

Computing, Environmental Sciences, Mechanical Engineering +16

Energy consumption modeling using artificial neural networks: The case of the world’s highest consumers

Hyongdoo Jang, Erkan Topal · Energy Sources Part B Economics Planning and Policy · 2016 · 178 citations

Natural Resources, Economics, Energy Economics +15

Modeling of a 1000 MW power plant ultra super-critical boiler system using fuzzy-neural network methods

Xueshuo Liu, Xiaobing Kong, Guolian Hou et al. · Energy Conversion and Management · 2012 · 147 citations

Engineering, Mechanical Engineering, Systems Engineering +12