A combined statistical approach and ground movement model for improving taxi time estimations at airports
نویسندگان
چکیده
منابع مشابه
A combined statistical approach and ground movement model for improving taxi time estimations at airports
With the expected continued increases in air transportation, the mitigation of the consequent delays and environmental effects is becoming more and more important, requiring increasingly sophisticated approaches for airside airport operations. Improved on-stand time predictions (for improved resource allocation at the stands) and take-off time predictions (for improved airport-airspace coordina...
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The primary objective of this paper is to introduce Fuzzy Rule-Based Systems (FRBSs) as a relatively new technology into airport transportation research, with a special emphasis on ground movement operations. Hence, a Mamdani FRBS with the capability to learn from data has been adopted for taxi time estimations at Zurich Airport (ZRH). Linear regression is currently the dominating technique for...
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ژورنال
عنوان ژورنال: Journal of the Operational Research Society
سال: 2013
ISSN: 0160-5682,1476-9360
DOI: 10.1057/jors.2012.123