Detail publikace

Using Predictive Model for Strategic Control of Multi-reservoir System Storage Capacity

MARTON, D. MENŠÍK, P. STARÝ, M.

Originální název

Using Predictive Model for Strategic Control of Multi-reservoir System Storage Capacity

Anglický název

Using Predictive Model for Strategic Control of Multi-reservoir System Storage Capacity

Jazyk

en

Originální abstrakt

The paper will describe the algorithm based on adaptive optimization of multi reservoir control, which the medium-term water flow predictions into the reservoirs for several months ahead repeatedly use. Hydrological prediction model was created using ANN method and values of control outflows are searching by optimization based on evolutionary algorithms optimization technique. The objective function was descripted as the sum of squares deviations between required and actual controlled water outflow from reservoirs where objective function is minimized. The algorithm of adaptive control is applied to the operation storage control of selected reservoir system, which open water reservoirs Vir and Brno are created.

Anglický abstrakt

The paper will describe the algorithm based on adaptive optimization of multi reservoir control, which the medium-term water flow predictions into the reservoirs for several months ahead repeatedly use. Hydrological prediction model was created using ANN method and values of control outflows are searching by optimization based on evolutionary algorithms optimization technique. The objective function was descripted as the sum of squares deviations between required and actual controlled water outflow from reservoirs where objective function is minimized. The algorithm of adaptive control is applied to the operation storage control of selected reservoir system, which open water reservoirs Vir and Brno are created.

Plný text v Digitální knihovně

http://hdl.handle.net/11012/69348

Dokumenty

BibTex 


@article{BUT116317,
  author="Daniel {Marton} and Pavel {Menšík} and Miloš {Starý}",
  title="Using Predictive Model for Strategic Control of Multi-reservoir System Storage Capacity",
  annote="The paper will describe the algorithm based on adaptive optimization of multi reservoir control, which the medium-term water flow predictions into the reservoirs for several months ahead repeatedly use. Hydrological prediction model was created using ANN method and values of control outflows are searching by optimization based on evolutionary algorithms optimization technique. The objective function was descripted as the sum of squares deviations between required and actual controlled water outflow from reservoirs where objective function is minimized. The algorithm of adaptive control is applied to the operation storage control of selected reservoir system, which open water reservoirs Vir and Brno are created.",
  address="Elsevier Science Publishers",
  chapter="116317",
  doi="10.1016/j.proeng.2015.08.991",
  howpublished="online",
  institution="Elsevier Science Publishers",
  number="119",
  volume="2015",
  year="2015",
  month="september",
  pages="994--1002",
  publisher="Elsevier Science Publishers",
  type="journal article in Web of Science"
}