Dušan Hrabec

Dr. Dušan Hrabec


Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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5 June 2019 in Central European Journal of Operations Research
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Journal Article
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DHDušan Hrabec
Dušan Hrabec
Jakub KůdelaJakub Kůdela
Jakub Kůdela
RŠRadovan Šomplák
Radovan Šomplák
VNVlastimír Nevrlý
Vlastimír Nevrlý
PPPavel Popela
Pavel Popela

10 February 2023 in Sustainability
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Journal Article
Open access
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Radovan ŠomplákRadovan Šomplák
Radovan Šomplák
VSVeronika Smejkalová
Veronika Smejkalová
MRMartin Rosecký
Martin Rosecký
LSLenka Szásziová
Lenka Szásziová
Vlastimir NevrlyVlastimir Nevrly
Vlastimir Nevrly
MPMartin PAVLAS
Martin PAVLAS
Strategic plans for waste management require information on the current and future waste generation as a primary data source. Over the years, various approaches and methods for waste generation modeling have been presented and applied. This review provides a summary of the tasks that require information on waste generation that are most frequently handled in waste management. It is hypothesized that there is not currently a modeling approach universally suitable for forecasting any fraction of waste. It is also hypothesized that most models do not allow for modeling different scenarios of future development. Almost 360 publications were examined in detail, and all of the tracked attributes are included in the supplementary. A general step-by-step guide to waste generation forecasting, comprising data preparation, pre-processing, processing, and post-processing, was proposed. The problems that occurred in the individual steps were specified, and the authors’ recommendations for their solution were provided. A forecasting approach based on a short time series is presented, due to insufficient options of approaches for this problem. An approach is presented for creating projections of waste generation depending on the expected system changes. Researchers and stakeholders can use this document as a supporting material when deciding on a suitable approach to waste generation modeling or waste management plans.

13 September 2023 in Optimization and Engineering
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Jakub KůdelaJakub Kůdela
Jakub Kůdela
JSJ. Suja
J. Suja
Radovan ŠomplákRadovan Šomplák
Radovan Šomplák
JPJaroslav Pluskal
Jaroslav Pluskal
DHDušan Hrabec
Dušan Hrabec
Combined heat and power stations have become one of the most utilized units of district heating systems. These stations usually contain several boilers for burning fossil fuels and renewable resources used for heating up steam, which can be used either for residential and commercial heating or electricity generation. To ensure efficiency, a boiler should either run continuously (for at least a given period) on a power output higher than a given threshold or switch off. The optimal control of the plant operations should combine an efficient setup for the turbine and boilers in operation, reflecting the demand for steam and the price of electricity, and a schedule that describes which boilers should be in operation at a given time. This paper proposes a method for optimal control of combined heat and power station operation for a given time horizon. The method is based on a two-level approach. The lower-level models correspond to finding the optimal setup of the combined heat and power station parameters for an hourly demand for different kinds of steam. The upper-level model corresponds to the optimal schedule of the operations of the individual boilers, which is planned for the entire time horizon. The lower-level model is modeled as a mixed-integer linear programming problem and is solved using parametric programming. A dynamic programming algorithm solves the upper-level model with a rolling horizon. The validity of the proposed method and its computational complexity for different granularity of the time horizon, different ranges of the parameters, varying demand for various kinds of steam, and varying electricity prices are investigated in a case study. The presented approach can be readily applied to other control problems with a similar structure.

14 July 2016 in Review of Managerial Science
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DHDušan Hrabec
Dušan Hrabec
KHKjetil Haugen
Kjetil Haugen
PPPavel Popela
Pavel Popela

24 December 2022 in International Journal of Production Economics
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Journal Article
Closed access
DHDušan Hrabec
Dušan Hrabec
JKJiří Kučera
Jiří Kučera
PMPavel Martinek
Pavel Martinek

5 May 2023 in Operational Research
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Journal Article
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IEIvan Eryganov
Ivan Eryganov
RŠRadovan Šomplák
Radovan Šomplák
DHDušan Hrabec
Dušan Hrabec
JJJosef Jadrný
Josef Jadrný