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References from A Data-Driven Framework for Dynamic Modeling and Predictive Control of Industrial Steam Boilers Using Neural Networks and LSTM Forecasting. Local targets link to admitted publications; unresolved targets remain external evidence.
Intelligent Modeling of Combined Heat and Power Unit under Full Operating Conditions via Improved Crossformer and Precise Sparrow Search Algorithm
10.1016/j.energy.2024.132879 · 2024 · External reference
Energy Management of Renewable Energy-Based Combined Heat and Power Systems: A Review
2022 · External reference
10.3390/su17136104
10.3390/su17136104 · External reference
Role of Digitalization in Energy Storage Technological Innovation: Evidence from China
10.1016/j.rser.2022.113014 · 2023 · External reference
Operational Flexibility and Operation Optimization of CHP Units Supplying Electricity and Two-Pressure Steam
10.1016/j.energy.2022.125988 · 2023 · External reference
10.3390/s21041022
10.3390/s21041022 · External reference
AI-Coherent Data-Driven Forecasting Model for a Combined Cycle Power Plant
10.1016/j.enconman.2023.117063 · 2023 · External reference
Application of Deep Learning Modelling of the Optimal Operation Conditions of Auxiliary Equipment of Combined Cycle Gas Turbine Power Station
10.1016/j.energy.2023.129331 · 2023 · External reference
Unified Modeling for Multiple-Energy Coupling Device of Industrial Integrated Energy System
10.1109/tie.2022.3152019 · 2023 · External reference
Data-Driven Model Identification of Boiler-Turbine Coupled Process in 1000MW Ultra-Supercritical Unit by Improved Bird Swarm Algorithm
10.1016/j.energy.2020.118009 · 2020 · External reference
Unresolved reference
External reference
10.3390/pr10050817
10.3390/pr10050817 · External reference
Combined Heat and Power as a Platform for Clean Energy Systems
10.1016/j.apenergy.2021.117686 · 2021 · External reference
Decarbonization Potential of Regional Combined Heat and Power Development
10.1016/j.rser.2023.114038 · 2024 · External reference
Operation Optimization for a CHP System Using an Integrated Approach of ANN and Simulation Database
10.1016/j.applthermaleng.2025.125771 · 2025 · External reference
Multi-Objective Optimization of Boiler NOx Emissions and Platen Superheater Overheating Based on Ensemble Learning and Deep Reinforcement Learning
10.1016/j.fuel.2025.137980 · 2026 · External reference
Enhancing Steam Boiler Efficiency through Comprehensive Energy and Exergy Analysis: A Review
10.1016/j.psep.2024.01.102 · 2024 · External reference
Modeling and Multi-Objective Optimization of a Complex CHP Process
10.1016/j.apenergy.2015.10.003 · 2016 · External reference
Improving Steam Boiler Operation by On-Line Monitoring of the Strength and Thermal Performance
10.1080/01457632.2017.1363641 · 2018 · External reference
Development of PID Based Control Strategy in Maximum Exergy Efficiency of a Geothermal Power Plant
10.1016/j.rser.2020.110623 · 2021 · External reference
Optimal design of fuzzy-PID controller for automatic generation control of multi-source interconnected power system
10.1007/s00521-022-07470-4 · 2022 · External reference
Load Frequency Control of Single-Area Power System with PI–PD Controller Design for Performance Improvement
10.1007/s42835-022-01371-1 · 2023 · External reference
Energy Efficiency Improvement for Industrial Boilers through a Flue-Gas Condensing Heat Recovery System with Nonlinear MPC Approach
10.1016/j.applthermaleng.2023.120554 · 2023 · External reference
10.3390/electronics12122642
10.3390/electronics12122642 · External reference
A novel multi-objective tuning strategy for model predictive control in trajectory tracking
10.1007/s12206-023-1137-7 · 2023 · External reference
Multivariate Adaptive Model Predictive Control of Thermal Power Boiler-Turbine System
2024 · External reference
10.3390/math10132324
10.3390/math10132324 · External reference
Reinforcement Learning Combined with Model Predictive Control to Optimally Operate a Flash Separation Unit
10.1016/b978-0-443-15274-0.50094-9 · 2023 · External reference
Optimizing Thermal Power Plant Efficiency through Washout Filter Based Proportional Integral Derivative Controller
10.1016/j.heliyon.2025.e42864 · 2025 · External reference
10.3390/app14073052
10.3390/app14073052 · External reference
Artificial Neural Network Tuned PID Controller for LFC Investigation Including Distributed Generation
10.1002/jnm.2740 · 2020 · External reference
From Theory to Practice: A Critical Review of Model Predictive Control Field Implementations in the Built Environment
10.1016/j.apenergy.2025.126091 · 2025 · External reference
A Tutorial Review of Machine Learning-Based Model Predictive Control Methods
10.1515/revce-2024-0055 · 2025 · External reference
Review on model predictive control: An engineering perspective
10.1007/s00170-021-07682-3 · 2021 · External reference
Distributed Model Predictive Control: A Tutorial Review and Future Research Directions
10.1016/j.compchemeng.2012.05.011 · 2013 · External reference
10.3390/electronics13244969
10.3390/electronics13244969 · External reference
10.3390/w14081222
10.3390/w14081222 · External reference
10.3390/en15217935
10.3390/en15217935 · External reference
10.1109/icieam65163.2025.11028300
10.1109/icieam65163.2025.11028300 · External reference
Multi-Criterion Optimization of Control Process Based on Dpca and Ann
2024 · External reference
Model Predictive Control of Industrial Steam System with Digital Twin and Load Forecasting
10.1016/j.applthermaleng.2025.129481 · 2026 · External reference
10.3390/app13105918
10.3390/app13105918 · External reference
10.3390/buildings14040933
10.3390/buildings14040933 · External reference
Review of Applicable Outlier Detection Methods to Treat Geomechanical Data
10.3390/geotechnics3020022 · 2023 · External reference
10.3390/app13063900
10.3390/app13063900 · External reference
A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II
10.1109/4235.996017 · 2002 · External reference
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Energy Optimization and Efficiency Improvement Model for Enterprise Production Process Based on Deep Learning Under the Background of Carbon Peak and Carbon Neutrality
10.1007/s44196-025-00901-9 · 2025 · External reference
