Publication detail

A stochastic approach to the operative control of flood flows through a reservoir

JAROŠ, L. STARÝ, M. BŘEZKOVÁ, L.

Original Title

A stochastic approach to the operative control of flood flows through a reservoir

Type

journal article in Web of Science

Language

English

Original Abstract

The contribution focuses on the design of a control algorithm aimed at the operative control of runoff water from a reservoir during flood situations. Management is based on the stochastically specified forecast of water inflow into the reservoir. From a mathematical perspective, the solved task presents the control of a dynamic system whose predicted hydrological input (water inflow) is characterised by significant uncertainty. The algorithm uses a combination of simulation model data, in which the position of the bottom outlets is sought via nonlinear optimisation methods, and artificial intelligence methods (adaptation and fuzzy model). The task is written in the technical computing language MATLAB using the Fuzzy Logic Toolbox.

Keywords

Operative control of reservoir; Artificial intelligence; Fuzzy inference system; Neural networks; Stochastic forecast; Stochastic control of reservoir; Principle of adaptation

Authors

JAROŠ, L.; STARÝ, M.; BŘEZKOVÁ, L.

Released

4. 1. 2016

Publisher

Institute of Hydrology of the Slovak Academy of Sciences and the Institute of Hydrodynamics of the Academy of Sciences of the Czech Republic

Location

DUBRAVSKA CESTA 9, 842 34 BRATISLAVA, SLOVAKIA

ISBN

0042-790X

Periodical

Journal of Hydrology and Hydromechanics

Year of study

64

Number

1

State

Slovak Republic

Pages from

91

Pages to

96

Pages count

6

URL

http://www.degruyter.com/view/j/johh.2016.64.issue-1/johh-2016-0012/johh-2016-0012.xml?format=INT

Full text in the Digital Library

http://hdl.handle.net/11012/102745

BibTex

@article{BUT120638,
  author="Lubomír {Jaroš} and Miloš {Starý} and Lucie {Březková}",
  title="A stochastic approach to the operative control of flood flows through a reservoir",
  journal="Journal of Hydrology and Hydromechanics",
  year="2016",
  volume="64",
  number="1",
  pages="91--96",
  doi="10.1515/johh-2016-0012",
  issn="0042-790X",
  url="http://www.degruyter.com/view/j/johh.2016.64.issue-1/johh-2016-0012/johh-2016-0012.xml?format=INT"
}