Merve Şişci

• Sakarya University

Chicken meat plays an important role in the healthy diets of many people and has a large global trade volume. In the chicken meat sector, in some production processes, traditional methods are used. Traditional chicken part sorting methods are often manual and time-consuming, especially during the packaging process. This study aimed to identify and...

Uzun imalat süreleri, süreç içi stokların yüksek olması ve tezgahlardan yararlanma oranlarının düşük olması üretim sistemlerinde karşılaşılan önemli planlama problemlerindendir. Bunların içerisinde, imalat sürelerinin uzun olması dolayısıyla sipariş gecikmelerinin meydana gelmesi önemli problem alanlarından birisidir. Bu çalışmada, çelik sektöründe...

The Seru production system is an innovative assembly system that combines the flexibility of shop floor production and the high efficiency of assembly lines. In addition to its advantages, seru-type production has the disadvantage that all the tasks required for the assembly of a product are completed in a yatai by a cross-trained worker. This resu...

In this study, instance selection was made using the fuzzy rough set based instance selection method, which is the main indicator of heart disease risk, with the finding of a certain narrowed main cardiovascular number and some other medical findings. Then, with the help of machine learning algorithms, a heart disease risk estimation model was deve...

Seru production system is an innovative assembly system and combines the flexibility of job shop production and high efficiency of assembly lines. This production system easily adapts to product replacements, reduces product wastages by eliminating work-in-process inventories and delay time, and provides enterprises with a competitive advantage thr...

Engine tests are both costly and time consuming in developing a new internal combustion engine. Therefore, it is of great importance to predict engine characteristics with high accuracy using artificial intelligence. Thus, it is possible to reduce engine testing costs and speed up the engine development process. Deep Learning is an effective artifi...