Author/Authors :
Saberi, A.A Department of Civil Engineering - Islamic Azad University - Roodehen Branch , Sedaghat Shayegan, D Department of Civil Engineering - Islamic Azad University - Roodehen Branch
Abstract :
Optimization has always been a human concern from ancient times to the present day, also
in light of advances in computing equipment and systems, optimization techniques have
become increasingly important in different applications. The role of metaheuristic
algorithms in optimizing and solving engineering problems is expanding every day,
optimization has also had many applications in water engineering. Every year, the effects of
climate change and the water crisis deepen and worsen in many parts of the world, and
existing water management becomes much more vital and critical. One of the main centers
for water management and control dams reservoirs. In this paper, applying the CBO
metaheuristic algorithm, the results of optimization in the operation of the Haraz dam
reservoir in northern Iran, which has previously been done with FA and GA algorithms and
standard operation system (SOP), are reviewed and compared. With the implementation of
the CBO algorithm, all results and key outputs such as program runtime, annual water
shortages, and vulnerabilities are much better than previous calculations, all the results are
mentioned in the text of the article, but for example, the annual water shortage has reached
about 38% of the FA algorithm, about 25% of the GA algorithm and about 13% of the SOP
method. The numerical results demonstrate that the CBO algorithm has merits in solving
challenging optimization problems and using this innovative algorithm can be an important
starting point in the operation of dam reservoirs around the world.
Keywords :
Haraz dam , metaheuristic algorithm , CBO algorithm , reservoir optimization , FA algorithm , GA algorithm