Big data analytics for dynamic energy management in smart grids

PD Diamantoulakis, VM Kapinas, GK Karagiannidis - Big Data Research, 2015 - Elsevier
The smart electricity grid enables a two-way flow of power and data between suppliers and
consumers in order to facilitate the power flow optimization in terms of economic efficiency …

Towards the real-life implementation of MPC for an office building: Identification issues

E Žáčeková, Z Váňa, J Cigler - Applied Energy, 2014 - Elsevier
Modern control methods such as Model Predictive Control (MPC) are getting popular in
recent years in many fields of industry. One of the branches that have witnessed great …

Modeling and identification of a large multi-zone office building

S Prívara, Z Váňa, D Gyalistras, J Cigler… - 2011 IEEE …, 2011 - ieeexplore.ieee.org
Predictive control in buildings has undergone an intensive research in the past years. Model
identification plays a central role in a predictive control approach. This paper presents a …

Model-based energy efficient control applied to an office building

Z Váňa, J Cigler, J Široký, E Žáčeková, L Ferkl - Journal of Process Control, 2014 - Elsevier
According to numerous studies, up to 40% of the total energy is consumed in the building
sector. Energy reduction in this sector by means of cost-effective and scalable approaches …

Multiobjective evolutionary algorithms for multivariable PI controller design

G Reynoso-Meza, J Sanchis, X Blasco… - Expert Systems with …, 2012 - Elsevier
A multiobjective optimisation engineering design (MOED) methodology for PI controller
tuning in multivariable processes is presented. The MOED procedure is a natural approach …

MPC relevant identification method for Hammerstein and Wiener models

R Quachio, C Garcia - Journal of Process Control, 2019 - Elsevier
This work focuses on obtaining models that may produce a better performance of Model
Predictive Controllers-MPC. Several papers published in the last 25 years have proposed …

Machine learning for improvement of thermal conditions inside a hybrid ventilated animal building

KR Gautam, G Zhang, N Landwehr… - Computers and Electronics …, 2021 - Elsevier
In buildings with hybrid ventilation, natural ventilation opening positions (windows),
mechanical ventilation rates, heating, and cooling are manipulated to maintain desired …

Predictive control of nonlinear visual servoing systems using image moments

C Copot, C Lazar, A Burlacu - IET control theory & applications, 2012 - IET
The visual servoing architectures with an eye-in-hand configuration, composed of a 6-dof
manipulator robot and a video camera, are categorised as high-coupled and nonlinear …

Bridging the gap between the linear and nonlinear predictive control: Adaptations for efficient building climate control

M Pčolka, E Žáčeková, R Robinett, S Čelikovský… - Control Engineering …, 2016 - Elsevier
The linear model predictive control which is frequently used for building climate control
benefits from the fact that the resulting optimization task is convex (thus easily and quickly …

A model predictive control approach with relevant identification in dynamic PLS framework

Q Chi, Z Fei, Z Zhao, L Zhao, J Liang - Control Engineering Practice, 2014 - Elsevier
In this paper, a generalized predictive control (GPC) scheme under a dynamic partial least
squares (PLS) framework is proposed. At the modeling stage, a model predictive control …