Yazar "Pekel, Engin" için listeleme
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Decision tree regression model to predict low-rank coal moisture content during convective drying process
Pekel, Engin; Akkoyunlu, Mehmet Cabir; Akkoyunlu, Mustafa Tahir; Pusat, Saban (Taylor & Francis Inc, 2020)Coal is still a significant energy source for the world. Due to the utilization of low-rank coal, drying is a key issue. There are lots of attempts to develop efficient drying processes. The most prominent method seems as ... -
Deep Learning Approach to Technician Routing and Scheduling Problem
Pekel, Engin (EDICIONES UNIV SALAMANCA, 2022)This paper proposes a hybrid algorithm including the Adam algorithm and body change operator (BCO). Feasible solutions to technician routing and scheduling problems (TRSP) are investigated by performing ... -
Estimation of Number of Flight Using Particle Swarm Optimization and Artificial Neural Network
Ozmen, Ebru Pekel; Pekel, Engin (Ediciones Univ Salamanca, 2019)The number of flight (NF) is one of the key factors for the administration of the airport to evaluate the apron capacity and airline companies to fix the size of the flight. This paper aims to estimate the monthly NF by ... -
Estimation of soil moisture using decision tree regression
Pekel, Engin (Springer Wien, 2020)Soil moisture (SM) is a significant factor in the climate system. The accurate determination of SM has high importance in food production to satisfy the increasing demand for food and the chemical processes of soil. This ... -
Evaluation Of Estimation Performance For Soil Moisture Using Particle Swarm Optimization And Artificial Neural Network
Pekel, Engin (2020)Soil plays a vital role in the climate system. This paper performs a hybrid method that comprises particle swarm optimization (PSO) and artificial neural network (ANN) to estimate soil moisture (SM) by considering different ... -
Forecasting daily natural gas consumption with regression, time series and machine learning based methods
Yucesan, Melih; Pekel, Engin; Celik, Erkan; Gul, Muhammet; Serin, Faruk (Taylor & Francis Inc, 2021)An effective short-term natural gas forecasting method contributes to social contributions and allows industrial chain elements to function effectively and minimize economic losses. We dealt with a comparative framework ... -
Investigation of estimation performance for different soil areas
Pekel, Engin (Springer, 2020)Soil plays a vital role in the climate system. This paper performs decision tree regression to estimate soil moisture (SM) by considering different parameters that include air temperature, time, relative humidity, and soil ... -
Solving capacitated location routing problem by variable neighborhood descent and GA–Artificial neural network hybrid method
Pekel, Engin; Soner Kara, Selin (Faculty of Transport and Traffic Engineering, 2018)This paper aims to find the optimal depot locations and vehicle routings for spare parts of an automotive company considering future demands. The capacitated location-routing problem (CLRP), which has been practiced by ... -
Solving fuzzy capacitated location routing problem using hybrid variable neighborhood search and evolutionary local search
Pekel, Engin; Kara, Selin Soner (Elsevier, 2019)A fuzzy capacitated location routing problem (FCLRP) is solved by using a heuristic method that combines variable neighborhood search (VNS) and evolutionary local search (ELS). Demands of the customer and travel times ... -
Solving technician routing and scheduling problem using improved particle swarm optimization
Pekel, Engin (Springer, 2020)In this paper, an improved particle swarm optimization (IPSO) algorithm is proposed to solve the technician routing and scheduling problem (TRSP). The TRSP consists of the assignment of technicians into teams, the assignment ... -
Using hybridized ANN-GA prediction method for DOE performed drying experiments
Akkoyunlu, Mehmet Cabir; Pekel, Engin; Akkoyunlu, Mustafa Tahir; Pusat, Saban (Taylor & Francis Inc, 2020)Coal is an important component in the energy industry and plays a key role in energy-producing facilities. Moisture is a common condition that has a considerable impact on coal. Coal drying has long been a question of great ...
