Yazar
Adsanver, Birce, Göktürk, Elvin Çoban, Koyuncu, Burcu Balçık
Basım Tarihi
2024-01
Basım Yeri
-
Wiley
Konu
Damage assessment, Drone routing, Humanitarian operations, Imputation
Tür
Süreli Yayın
Dil
İngilizce
Dijital
Evet
Yazma
Hayır
Kütüphane
Özyeğin Üniversitesi
Demirbaş Numarası
0969-6016
Kayıt Numarası
a2fbc46d-f403-448b-9e14-488a6d347daa
Lokasyon
Industrial Engineering
Tarih
2024-01
Notlar
TÜBİTAK
Örnek Metin
This study focuses on postdisaster damage assessment operations supported by a set of drones. We propose a multistage framework, consisting of two phases applied iteratively to rapidly gather damage information within an assessment period. In the initial phase, the problem involves determining areas to be scanned by each drone and the optimal sequence for visiting these selected areas. We have adapted an electric vehicle routing formulation and devised a variable neighborhood descent heuristic for this phase. In the second phase, information collected from the scanned areas is employed to predict the damage status of the unscanned areas. We have introduced a novel, fast, and easily implementable imputation policy for this purpose. To evaluate the performance of our approach in real-life disasters, we develop a case study for the expected 7.5 magnitude earthquake in Istanbul, Turkey. Our numerical study demonstrates a significant improvement in response time and priority-based metrics.
DOI
10.1111/itor.13429
