Yasar Becerikli

Prof. Dr. Yasar Becerikli

Kocaeli University, Engineering Faculty, Computer Engineering Departmant, Kocaeli, Turkey (Türkiye)
orcid

Research Focus & Metrics

Academic Career Length

25Years (2002-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
3 January 2020 in IEEE Access
Verified
Journal Article
Open access
BSBurcu KIR SAVAŞ
Burcu KIR SAVAŞ
YBYasar Becerikli
Yasar Becerikli

1 March 2003 in Neural Networks
Verified
Journal Article
Closed access
YBYasar Becerikli
Yasar Becerikli
AKAhmet Ferit Konar
Ahmet Ferit Konar
TSTarıq Samad
Tarıq Samad

9 July 2008 in IEEE Transactions on Neural Networks
Verified
Journal Article
Closed access
UYUğur Yüzgeç
Uğur Yüzgeç
YBYasar Becerikli
Yasar Becerikli
MTMustafa Turker
Mustafa Turker
This paper presents dynamic neural-network-based model-predictive control (MPC) structure for a baker's yeast drying process. Mathematical model consists of two partial nonlinear differential equations that are obtained from heat and mass balances inside dried granules. The drying curves that are obtained from granule-based model were used as training data for neural network (NN) models. The target is to predict the moisture content and product activity, which are very important parameters in drying process, for different horizon values. Genetic-based search algorithm determines the optimal drying profile by solving optimization problem in MPC. As a result of the performance evaluation of the proposed control structure, which is compared with the model based on nonlinear partial differential equation (PDE) and with feedforward neural network (FFN) models, it is particularly satisfactory for the drying process of a baker's yeast.

27 September 2006 in Neural Computing and Applications
Verified
Journal Article
Closed access
PDF file
SPSeda Postalcioglu
Seda Postalcioglu
YBYasar Becerikli
Yasar Becerikli

1 January 2006
Verified
Book Chapter
Closed access
PDF file
SSSuhap Sahin
Suhap Sahin
YBYasar Becerikli
Yasar Becerikli
SYSuleyman Yazici
Suleyman Yazici

1 October 2006 in ISA Transactions
Verified
Journal Article
Closed access
UYUğur Yüzgeç
Uğur Yüzgeç
YBYasar Becerikli
Yasar Becerikli
MTMustafa Turker
Mustafa Turker