User profiles for Fuat Kosanoglu

FUAT KOSANOĞLU

Associate Professor, Management Engineering, Istanbul Technical University
Verified email at itu.edu.tr
Cited by 144

A deep reinforcement learning assisted simulated annealing algorithm for a maintenance planning problem

F Kosanoglu, M Atmis, HH Turan - Annals of Operations Research, 2024 - Springer
Maintenance planning aims to improve the reliability of assets, prevent the occurrence of
asset failures, and reduce maintenance costs associated with downtime of assets and …

A risk-averse simulation-based approach for a joint optimization of workforce capacity, spare part stocks and scheduling priorities in maintenance planning

HH Turan, M Atmis, F Kosanoglu, S Elsawah… - Reliability Engineering & …, 2020 - Elsevier
We model a maintenance system consisting of one repair facility, where repairables are kept
on inventory to serve assets to prevent downtime and increase availability. We seek optimal …

Sustainable supply chain management in construction industry: A Turkish case

F Kosanoglu, HT Kus - Clean Technologies and Environmental Policy, 2021 - Springer
In the construction industry, social, environmental and economic concerns are increasing in
recent years. Sustainability approach is gaining wide interest to solve these concerns. …

A multi-skilled workforce optimisation in maintenance logistics networks by multi-thread simulated annealing algorithms

HH Turan, F Kosanoglu, M Atmis - International Journal of …, 2021 - Taylor & Francis
The sustainability of service and manufacturing operations rely heavily on the availability of
equipment and assets. High availability of assets can be achieved with effective …

Wind speed forecasting with a clustering-based deep learning model

F Kosanoglu - Applied Sciences, 2022 - mdpi.com
The predictability of wind energy is crucial due to the uncertain and intermittent features of
wind energy. This study proposes wind speed forecasting models, which employ time series …

Unveiling the drivers of global logistics efficiency: insights from cross-country analysis

E Bayraktar, E Eryarsoy, F Kosanoglu, MF Acar, S Zaim - Sustainability, 2024 - mdpi.com
This study presents a novel approach to assess countries’ relative logistics performance
differentials and identifies the underlying drivers using a data envelopment analysis (DEA) …

Target-oriented utility theory for modeling the deterrent effects of counterterrorism

VM Bier, F Kosanoglu - Reliability Engineering & System Safety, 2015 - Elsevier
Optimal resource allocation in security has been a significant challenge for critical infrastructure
protection. Numerous studies use game theory as the method of choice, because of the …

Target-oriented utility for interdiction of transportation networks

F Kosanoglu, VM Bier - Reliability Engineering & System Safety, 2020 - Elsevier
Optimal resource allocation in security has been a significant challenge for critical
infrastructure protection. We study an optimal resource-allocation model for more cost-effective …

Tekrarlayan Sinir Ağları Temelli Rüzgâr Hızı Tahmin Modelleri: Yalova Bölgesinde Bir Uygulama

ZN Kiriş, ÖF Beyca, F Kosanoğlu - Journal of Intelligent Systems …, 2022 - dergipark.org.tr
Küresel ısınma ve fosil yakıtların çevreye verdiği zararlardan dolayı son yıllarda yenilenebilir
enerji kaynakları büyük önem kazanmıştır. Özellikle Paris İklim Anlaşmasıyla ülkeler …

DEĞER AKIŞ HARİTALAMA ve FMEA YÖNTEMLERİ KULLANILARAK TEKSTİL SEKTÖRÜNDE YALIN ÜRETİM UYGULAMASI

S Bilici, F Kosanoğlu - … Journal of Advances in Engineering and …, 2021 - dergipark.org.tr
Kurumlar her geçen gün zorlaşan piyasa koşullarında değer yaratabilmek ve hayatta kalabilmek
için faaliyet gösterdikleri sektörlere göre yeni çözümler üretmelidirler. İhtiyaç duyulan …