Concepedia

Pramod Bangalore

PB

15

Publications

858

Citations

12

H-Index

2011

Active since

Affiliations

Chalmers University of Technology(Current)

KTH Royal Institute of Technology

University of Gothenburg

Pramod Bangalore is an author at Chalmers University of Technology specializing in engineering, systems engineering, and condition monitoring.

Top concepts

EngineeringSystems EngineeringCondition MonitoringReliability EngineeringData ScienceWind TurbinesFault DiagnosisIndustrial InformaticsStructural Health MonitoringMachine Learning

Publications per year

2011–2024

15

Publications

15

An Artificial Neural Network Approach for Early Fault Detection of Gearbox Bearings

Pramod Bangalore, Lina Bertling Tjernberg · IEEE Transactions on Smart Grid · 2015 · 333 citations

Fault Diagnosis, Engineering, Industrial Engineering +17

An artificial neural network‐based condition monitoring method for wind turbines, with application to the monitoring of the gearbox

Pramod Bangalore, Simon Letzgus, Daniel Karlsson et al. · Wind Energy · 2017 · 141 citations

Fault Diagnosis, Engineering, Ann Model Errors +19

System-wide anomaly detection in wind turbines using deep autoencoders

Niklas Renström, Pramod Bangalore, Edmund Highcock · Renewable Energy · 2020 · 92 citations

Anomaly Detection, Machine Learning, Engineering +5

An Anomaly Detection Approach Based on Machine Learning and SCADA Data for Condition Monitoring of Wind Turbines

Yue Cui, Pramod Bangalore, Lina Bertling Tjernberg · 2018 · 48 citations

Fault Diagnosis, Engineering, Machine Learning +18

Data-driven algorithm for throughput bottleneck analysis of production systems

Mukund Subramaniyan, Anders Skoogh, Hans Salomonsson et al. · Production & Manufacturing Research · 2018 · 44 citations · Full text

Engineering, Industrial Engineering, Throughput Bottlenecks +22

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