المؤلف
Adsanver, Birce, Göktürk, Elvin Çoban, Koyuncu, Burcu Balçık
تاريخ النشر
2024-01
مكان النشر
-
Wiley
الموضوع
Damage assessment, Drone routing, Humanitarian operations, Imputation
النوع
دورية
اللغة
الإنجليزية
رقمي
نعم
مخطوط
لا
المكتبة
جامعة اوزيجين
معرف أصل المكتبة
0969-6016
رقم السجل
a2fbc46d-f403-448b-9e14-488a6d347daa
موقع المكتبة
Industrial Engineering
التاريخ
2024-01
ملاحظات
TÜBİTAK
نص عينة
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
