Karel Macek
Karel Macek
AI Architect
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Cited by
Cited by
Modeling and simulation of a microgrid as a stochastic hybrid system
M Střelec, K Macek, A Abate
2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-9, 2012
Model-based predictive maintenance in building automation systems with user discomfort
N Cauchi, K Macek, A Abate
Energy 138, 306-315, 2017
Optimizing legacy building operation: The evolution into data-driven predictive cyber-physical systems
M Schmidt, MV Moreno, A Schülke, K Macek, K Mařík, AG Pastor
Energy and Buildings 148, 257-279, 2017
HVAC controller with regression model to help reduce energy consumption
K Macek, K Marik, J Rojicek
US Patent 9,519,874, 2016
Long-term predictive maintenance: A study of optimal cleaning of biomass boilers
K Macek, P Endel, N Cauchi, A Abate
Energy and Buildings 150, 111-117, 2017
Risk-averse Distributional Reinforcement Learning: {A} CVaR Optimization Approach
S Stanko, K Macek
11th International Joint Conference on Computational Intelligence, 412--423, 2019
Fault diagnosis of air handling units
J Trojanova, J Vass, K Macek, J Rojiček, P Stluka
IFAC Proceedings Volumes 42 (8), 366-371, 2009
Supervisory controller for HVAC systems
K Marik, K Macek, M Strelec
US Patent 10,101,048, 2018
Pareto principle in datamining: an above-average fencing algorithm
K Macek
Acta Polytechnica 48 (6), 2008
A methodology for quantitative comparison of control solutions and its application to HVAC (heating, ventilation and air conditioning) systems
K Macek, K Mařík
Energy 44 (1), 117-125, 2012
Decision support system based on energy markets
M Strelec, K Macek, R Fisera
US Patent 10,521,867, 2019
Decision support system based on energy markets
M Strelec, K Macek, R Fisera
US Patent App. 13/621,195, 2014
Identifying models of dynamic systems using regression model for parameters and error rates
O Holub, K Macek, K Marik
US Patent 9,740,181, 2017
HVAC Simulation Model for Advanced Diagnostics
O Holub, K Macek
8th IEEE International Symposium on Intelligent Signal Processing 2013, http …, 2013
Maintaining an attribute of a building
CM Chapman, K Macek
US Patent App. 14/947,561, 2016
Black-box optimization for buildings and its enhancement by advanced communication infrastructure
K Macek, J Rojicek, G Kontes, DV Rovas
ADCAIJ: Advances in Distributed Computing and Artificial Intelligence …, 2013
Effective maintenance of stochastic systems via dynamic programming
J Berka, K Macek
Proceedings of 19th Technical Computing Prague Conference, 346, 2011
From symptoms to faults: Temporal reasoning methods
J Kukal, K Macek, J Rojicek, J Trojanova
2009 International Conference on Adaptive and Intelligent Systems, 155-159, 2009
Virtual sub-metering using combined classifiers
R Fisera, K Macek, J Rojicek
US Patent 8,819,018, 2014
Virtual sub-metering via combined classifiers
R Fisera, K Macek
Proceedings of the 6th IEEE International Conference on Intelligent Data …, 2011
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