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MARTON, D. MENŠÍK, P. STARÝ, M.
Original Title
Using Predictive Model for Strategic Control of Multi-reservoir System Storage Capacity
Type
journal article in Web of Science
Language
English
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.
Keywords
Multi-reservoir System; Active Storage Capacity; Strategy Control; Prediction Model; Adaptivity; Optimization; Artificial Neural Network
Authors
MARTON, D.; MENŠÍK, P.; STARÝ, M.
RIV year
2015
Released
2. 9. 2015
Publisher
Elsevier Science Publishers
Location
Amsterdam
ISBN
1877-7058
Periodical
Procedia Engineering
Year of study
Number
119
State
Kingdom of the Netherlands
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", issn="1877-7058", url="http://www.sciencedirect.com/science/article/pii/S1877705815026612" }