İSTE Yazarı "Çakır, Mustafa" Araştırma Çıktıları | Scopus İçin Listeleme
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Evaluation of disease outbreak in terms of physico-chemical characteristics and heavy metal load of water in a fish farm with machine learning techniques
Yılmaz, Mesut; Çakır, Mustafa; Oral, Mükerrem Atalay; Kazancı, Hüseyin Özgür (Elsevier, 2023)Diseases are quite common in fish farms because of changes in physico-chemical characteristics in the aquatic environment, and operational concerns, i.e., overstocking and feeding issues. In the present study, potential ... -
The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system
Çakır, Mustafa; Güvenç, Mehmet Ali; Mıstıkoğlu, Selçuk (Elsevier, 2021)With the fourth industrial revolution, which has become increasingly widespread in the manufacturing industry, traditional maintenance has been replaced by the industrial internet of things (IIoT) based on condition ... -
The prediction of surface roughness and tool vibration by using metaheuristic-based ANFIS during dry turning of Al alloy (AA6013)
Güvenç, Mehmet Ali; Bilgiç, Hasan Hüseyin; Çakır, Mustafa; Mıstıkoğlu, Selçuk (Springer, 2022)In this article, the adaptive neuro-based fuzzy inference system (ANFIS) model is developed to estimate the surface roughness (Ra) and tool vibrations (Acc) of AA6013 aluminum alloy during dry turning. Turning experiments ... -
Using machine learning technique for disease outbreak prediction in rainbow trout (Oncorhynchus mykiss) farms
Yılmaz, Mesut; Çakır, Mustafa; Oral, Okan; Oral, Mükerrem Atalay; Arslan, Tülin (Wiley, 2022)Water quality parameters such as temperature, dissolved oxygen, pH and total dissolved solids are important environmental factors affecting fish welfare. The deterioration of these parameters beyond the tolerance limits ...