A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms

Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs. A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms. In Christel Seguin, Marc Zeller, Tatiana Prosvirnova, editors, Model-Based Safety and Assessment - 8th International Symposium, IMBSA 2022, Munich, Germany, September 5-7, 2022, Proceedings. Volume 13525 of Lecture Notes in Computer Science, pages 189-203, Springer, 2022. [doi]

Abstract

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