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Nina Dethlefs

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedScientometric Review of Artificial Intelligence for Operations & Maintenance of Wind Turbines: The Past, Present and Future

131 citations · 136 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2022★ 131 cited

Scientometric Review of Artificial Intelligence for Operations & Maintenance of Wind Turbines: The Past, Present and Future

Joyjit Chatterjee, Nina Dethlefs

Wind energy has emerged as a highly promising source of renewable energy in recent times. However, wind turbines regularly suffer from operational inconsistencies, leading to signi…

cs.AI2020★ 5 cited

XAI4Wind: A Multimodal Knowledge Graph Database for Explainable Decision Support in Operations & Maintenance of Wind Turbines

Joyjit Chatterjee, Nina Dethlefs

Condition-based monitoring (CBM) has been widely utilised in the wind industry for monitoring operational inconsistencies and failures in turbines, with techniques ranging from sig…

cs.LG2019

A Deep Learning Approach Towards Prediction of Faults in Wind Turbines

Joyjit Chatterjee, Nina Dethlefs

With the rising costs of conventional sources of energy, the world is moving towards sustainable energy sources including wind energy. Wind turbines consist of several electrical a…

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