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Model Predictive Control-Based Optimization of a Transcritical CO 2 Thermal Compressor Heat Pump Cycle Using a RNN-based Reduced Model
24/24 checkable references clean · checked 2026-08-05
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
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The 24 checked references that resolve
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Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system
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Pure and Pseudo-pure Fluid Thermophysical Property Evaluation and the Open-Source Thermophysical Property Library CoolProp
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A real-time algorithm for the determination of R744 systems optimal high pressure
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Heat pump digital twin: An accurate neural network model for heat pump behaviour prediction
resolves10.1016/j.apenergy.2015.03.010
Extremum seeking control of COP optimization for air-source transcritical CO2 heat pump water heater system
resolves10.1016/j.engappai.2023.106226
Model Predictive Control when utilizing LSTM as dynamic models
resolves10.1016/S1359-4311(99)00070-8
A correlation of optimal heat rejection pressures in transcritical carbon dioxide cycles
resolves10.1016/j.applthermaleng.2013.03.045
Experimental investigation of the optimal heat rejection pressure for a transcritical CO2 heat pump water heater
resolves10.1016/j.ijrefrig.2014.06.019
Transient modeling of a flash tank vapor injection heat pump system – Part I: Model development
resolves10.1016/j.jprocont.2019.06.008
Energy-efficient operation of transcritical and subcritical CO2 inverse cycles via Extremum Seeking Control
resolves10.1016/j.applthermaleng.2014.03.052
PID control for a single-stage transcritical CO2 refrigeration cycle
resolves10.1016/j.ijrefrig.2004.03.006
Optimization of a transcritical CO2 heat pump cycle for simultaneous cooling and heating applications
resolves10.1016/j.ijrefrig.2012.10.011
Experimental investigation on air-source transcritical CO2 heat pump water heater system at a fixed water inlet temperature
resolves10.1016/j.apenergy.2021.117339
Model predictive control for the operation of a transcritical CO2 air source heat pump water heater
resolves10.23919/ACC.2017.7963782
A new concept using LSTM Neural Networks for dynamic system identification
resolves10.1016/S0140-7007(03)00096-3
Heat transfer and pressure drop characteristics during the in-tube cooling process of carbon dioxide in the supercritical region
resolves10.1016/j.ijrefrig.2011.01.014
A correlation-free on-line optimal control method of heat rejection pressures in CO2 transcritical systems
The 7 references without a DOI — listed, not checked
no DOI — not checkedref5
no DOI — not checkedEnergy analysis of the heat pump operating with supercritical co 2 driven by thermal compression
no DOI — not checkedIdentification of nonlinear dynamical systems using multilayered neural networks
no DOI — not checkedref14
no DOI — not checkedA tutorial review of neural network modeling approaches for model predictive control
no DOI — not checkedImproving performance of a co 2 thermally driven heat pump based on a new optimal highpressure correlation
no DOI — not checkedLstm and gru type recurrent neural networks in model predictive control: A review
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