Journals / Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji / 2026 / Cilt: 11 Sayı: 2

Scheduling of Air Traffic Controllers in Turkey: A Two-Step Solution Approach Using Goal Programming

Zekeriya Kaplan(ESKİŞEHİR TEKNİK ÜNİVERSİTESİ)0000-0001-8555-4579
Büşra Tutumlu(KÜTAHYA DUMLUPINAR ÜNİVERSİTESİ)0000-0002-0662-8128
İlknur Tükenmez(KARADENİZ TEKNİK ÜNİVERSİTESİ)0000-0002-8758-2407
Pages
439–454
Publication Date
2023-06-23
DOI
—
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

In addition to the working conditions of the controllers such as work and rest hours, the difference of experienced and inexperienced ATCo is also considered.

📌 3 Key Takeaways

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Objective & Hypothesis:In this study, the scheduling problem of air traffic controllers (ATCo) providing area control services in Turkey is discussed.
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Key Findings & Data:As the traffic density increases, the workload also increases.
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Conclusion & Impact:In addition to the working conditions of the controllers such as work and rest hours, the difference of experienced and inexperienced ATCo is also considered.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Air Traffic Controller · Personel Scheduling · Integer Programming

Abstract

In this study, the scheduling problem of air traffic controllers (ATCo) providing area control services in Turkey is discussed. Airspace is divided into multiple sectors, as controllers can control a limited number of aircraft in a given time period.The area control service provided for the flights at the en-route phase includes both of the transit and domestic flights.The traffic density in these sectors varies according to hourly zones, day-night hours and seasons. As the traffic density increases, the workload also increases. In addition, seasonal differences and weather conditions are factors that affect the workload. In the study, a two-stage mathematical model is proposed in order to balance the workload distribution of the controllers, considering the estimated traffic demand and weather conditions in the sectors. In the first stage, shift assignments were made to balance the total workload of the teams consisting of a certain number of people in a ten-day period. In the second stage, the controllers were scheduled to balance the workloads of the teams in each shift. In addition to the working conditions of the controllers such as work and rest hours, the difference of experienced and inexperienced ATCo is also considered.

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Cite This Article

Kaplan, Z., Tutumlu, B., Tükenmez, İ. (2023). Scheduling of Air Traffic Controllers in Turkey: A Two-Step Solution Approach Using Goal Programming. Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, Cilt: 11 Sayı: 2, 439–454. https://ajindex.com/articles/1399167

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