Using Meta-Heuristic Optimization Algorithms to Determine Baseflow and Comparing Their Temporal Performance

IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL
Ramazan Acar, Kemal Sapliogu
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引用次数: 0

Abstract

Accurate and simple determination of baseflow is an extremely important issue. In this study, the baseflow levels of Göksu station number 1805 in the Seyhan basin were determined by calibrating the Lyne and Hollick, Chapman, Chapman and Maxwell methods available in the literature using meta-heuristic optimization methods. The meta-heuristic algorithms used for calibration in the study were run thirty times each. Thus the reliability, the reliability of the algorithms was tested with the standard deviations obtained. The study also measured the temporal performance of the algorithms. In addition, the baseflows of Göksu station were determined and their percentage rates were found separately according to all three methods and intuitive methods, and the results obtained were compared. By examining the results obtained in this section, the average baseflow rate of the basin was also determined. Furthermore, each phase of the study was repeated over a five-year period, with the objective of measuring its sustainability. Consequently, it has been demonstrated that the method can be employed over extended periods.

Abstract Image

使用元优化算法确定基流并比较其时间性能
准确而简单地确定基流是一个极其重要的问题。本研究采用元启发式优化方法,对文献中的 Lyne 和 Hollick 法、Chapman 法、Chapman 和 Maxwell 法进行了校核,从而确定了塞罕盆地戈克苏 1805 号站的基流水位。研究中用于校准的元启发式算法各运行了 30 次。因此,通过获得的标准偏差测试了算法的可靠性。研究还测量了算法的时间性能。此外,还确定了格克苏站的基流,并根据三种方法和直观方法分别计算了基流的百分比率,并对所得结果进行了比较。通过研究这一部分得出的结果,还确定了流域的平均基流率。此外,每个阶段的研究都重复了五年,目的是衡量其可持续性。结果表明,这种方法可以长期使用。
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来源期刊
CiteScore
3.30
自引率
11.80%
发文量
203
期刊介绍: The aim of the Iranian Journal of Science and Technology is to foster the growth of scientific research among Iranian engineers and scientists and to provide a medium by means of which the fruits of these researches may be brought to the attention of the world’s civil Engineering communities. This transaction focuses on all aspects of Civil Engineering and will accept the original research contributions (previously unpublished) from all areas of established engineering disciplines. The papers may be theoretical, experimental or both. The journal publishes original papers within the broad field of civil engineering which include, but are not limited to, the following: -Structural engineering- Earthquake engineering- Concrete engineering- Construction management- Steel structures- Engineering mechanics- Water resources engineering- Hydraulic engineering- Hydraulic structures- Environmental engineering- Soil mechanics- Foundation engineering- Geotechnical engineering- Transportation engineering- Surveying and geomatics.
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