Advanced forecasting and disturbance modelling for model predictive control of smart energy systems

Solar radiation prediction using recurrent neural network and artificial neural network: A case study with comparisons

(2020) Zhihong Pang et al.   RENEWABLE ENERGY

All you need to know about model predictive control for buildings

(2020) Ján Drgoňa et al.   ANNUAL REVIEWS IN CONTROL

Stochastic nonlinear modelling and application of price-based energy flexibility

(2020) Rune Grønborg Junker et al.   APPLIED ENERGY

Price-responsive model predictive control of floor heating systems for demand response using building thermal mass

(2019) Maomao Hu et al.   APPLIED THERMAL ENGINEERING

Methodology for the Quantification of the Impact of Weather Forecasts in Predictive Simulation Models

(2019) Eva Lucas Segarra et al.   Energies

Economic model predictive control for demand flexibility of a residential building

(2019) Christian Finck et al.   ENERGY

Characterizing the energy flexibility of buildings and districts

(2018) Rune Grønborg Junker et al.   APPLIED ENERGY

Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms

(2018) Jesus Lago et al.   APPLIED ENERGY

Fitting jump models

(2018) Alberto Bemporad et al.   AUTOMATICA

Predictive control strategies based on weather forecast in buildings with energy storage system: A review of the state-of-the art

(2017) Hélène Thieblemont et al.   ENERGY AND BUILDINGS

Offset-Free Direct Power Control of DFIG Under Continuous-Time Model Predictive Control

(2017) Rachid Errouissi et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

A cross-country comparison of the building energy consumptions and their trends

(2017) Umberto Berardi   RESOURCES CONSERVATION AND RECYCLING

Model-Based Predictive Control for building energy management. I: Energy modeling and optimal control

(2016) Saran Salakij et al.   ENERGY AND BUILDINGS

Offset-free model predictive control for an energy efficient tropical island hotel

(2016) Boris G. Vega Lara et al.   ENERGY AND BUILDINGS

Practical implementation and evaluation of model predictive control for an office building in Brussels

(2016) Roel De Coninck et al.   ENERGY AND BUILDINGS

Probabilistic forecasts of solar irradiance using stochastic differential equations

(2014) E. B. Iversen et al.   ENVIRONMETRICS

A real-time model predictive control for building heating and cooling systems based on the occupancy behavior pattern detection and local weather forecasting

(2013) Bing Dong et al.   Building Simulation

A formal statistical approach to representing uncertainty in rainfall–runoff modelling with focus on residual analysis and probabilistic output evaluation – Distinguishing simulation and prediction

(2012) Anders Breinholt et al.   JOURNAL OF HYDROLOGY

Tuning SISO offset-free Model Predictive Control based on ARX models

(2012) Jakob Kjøbsted Huusom et al.   JOURNAL OF PROCESS CONTROL

Use of model predictive control and weather forecasts for energy efficient building climate control

(2011) Frauke Oldewurtel et al.   ENERGY AND BUILDINGS

Comparison of Short-Term Weather Forecasting Models for Model Predictive Control

(2011) Anthony Florita et al.   HVAC&R RESEARCH

Predictive control of radiant floor heating and solar-source heat pump operation in a solar house

(2011) José A. Candanedo et al.   HVAC&R RESEARCH

Model predictive control: Review of the three decades of development

(2011) Jay H. Lee   INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS