Publication result detail

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

MARTON, D.; MENŠÍK, P.; STARÝ, M.

Original Title

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

English Title

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

Type

WoS Article

Original Abstract

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.

English abstract

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.

Keywords

Multi-reservoir System; Active Storage Capacity; Strategy Control; Prediction Model; Adaptivity; Optimization; Artificial Neural Network

Key words in English

Multi-reservoir System; Active Storage Capacity; Strategy Control; Prediction Model; Adaptivity; Optimization; Artificial Neural Network

Authors

MARTON, D.; MENŠÍK, P.; STARÝ, M.

RIV year

2016

Released

02.09.2015

Publisher

Elsevier Science Publishers

Location

Amsterdam

ISBN

1877-7058

Periodical

Procedia Engineering

Volume

2015

Number

119

State

United Kingdom of Great Britain and Northern Ireland

Pages from

994

Pages to

1002

Pages count

9

URL

http://www.sciencedirect.com/science/article/pii/S1877705815026612

Full text in the Digital Library

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

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",
  journal="Procedia Engineering",
  year="2015",
  volume="2015",
  number="119",
  pages="994--1002",
  doi="10.1016/j.proeng.2015.08.991",
  url="http://www.sciencedirect.com/science/article/pii/S1877705815026612"
}