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Survey of Commercially Available SCADA Data Analysis Tools for Wind Turbine Health Monitoring (2014)
Report
Chen, B., Zappalá, D., Crabtree, C., & Tavner, P. (2014). Survey of Commercially Available SCADA Data Analysis Tools for Wind Turbine Health Monitoring. [No known commissioning body]

By analysing data from the Signal Conditioning and Data Acquisition (SCADA) systems fitted to wind turbines (WT) their manufacturers, Operators and other experts are able to monitor and improve WT performance. This survey summarises and describes the... Read More about Survey of Commercially Available SCADA Data Analysis Tools for Wind Turbine Health Monitoring.

Wind turbine pitch faults prognosis using a-priori knowledge-based ANFIS (2013)
Journal Article
Chen, B., Matthews, P., & Tavner, P. (2013). Wind turbine pitch faults prognosis using a-priori knowledge-based ANFIS. Expert Systems with Applications, 40(17), 6863-6876. https://doi.org/10.1016/j.eswa.2013.06.018

The fast growing wind industry has shown a need for more sophisticated fault prognosis analysis in the critical and high value components of a wind turbine (WT). Current WT studies focus on improving their reliability and reducing the cost of energy,... Read More about Wind turbine pitch faults prognosis using a-priori knowledge-based ANFIS.

Knowledge-Based Information Systems: A Wind Farm Case Study (2013)
Presentation / Conference Contribution
Chen, B., Song, W., Qiu, Y., Feng, Y., Tavner, P., Pooley, R., …Lang, M. (2013). Knowledge-Based Information Systems: A Wind Farm Case Study. In Information systems development : reflections, challenges and new directions (539-550). https://doi.org/10.1007/978-1-4614-4951-5_43

The process of Information Systems Development (ISD) has been widely studied in order to enhance information systems so generated. Recently, it has been recognised that using the methodologies of knowledge management in ISD, so called knowledge-based... Read More about Knowledge-Based Information Systems: A Wind Farm Case Study.

Automated Wind Turbine Pitch Fault Prognosis using ANFIS (2013)
Presentation / Conference Contribution
Chen, B., Matthews, P., & Tavner, P. (2013). Automated Wind Turbine Pitch Fault Prognosis using ANFIS.

Many current wind turbine (WT) studies focus on improving their reliability and reducing the cost of energy, particularly when WTs are operated offshore. WT Supervisory Control and Data Acquisition (SCADA) systems contain alarms and signals that prov... Read More about Automated Wind Turbine Pitch Fault Prognosis using ANFIS.

Wind turbine SCADA alarm analysis for improving reliability (2012)
Journal Article
Qiu, Y. N., Feng, Y. H., Tavner, P. J., Richardson, P., Erdos, G., & Chen, B. (2012). Wind turbine SCADA alarm analysis for improving reliability. Wind Energy, 15(8), 951-966. https://doi.org/10.1002/we.513

Previous research for detecting incipient wind turbine failures, using condition monitoring algorithms, concentrated on wind turbine Supervisory Control and Data Acquisition (SCADA) signals, such as power output, wind speed and bearing temperatures,... Read More about Wind turbine SCADA alarm analysis for improving reliability.

Bayesian Network for Wind Turbine Fault Diagnosis (2012)
Presentation / Conference Contribution
Chen, B., Tavner, P., Feng, Y., Song, W., & Qiu, Y. (2012). Bayesian Network for Wind Turbine Fault Diagnosis.

Wind turbine reliability studies have become more important because good wind turbine reliability with predictable turbine maintenance schedule will reduce the cost of energy and determine the success of a wind farm project. Previous research on wind... Read More about Bayesian Network for Wind Turbine Fault Diagnosis.

Wind turbine SCADA alarm pattern recognition (2011)
Presentation / Conference Contribution
Chen, B., Qiu, Y., Feng, Y., Tavner, P., & Song, W. (2011). Wind turbine SCADA alarm pattern recognition. In IET Conference on Renewable Power Generation 2011 (RPG 2011) (363-368). https://doi.org/10.1049/cp.2011.0164

Current wind turbine (WT) studies focus on improving their reliability and reducing the cost of energy, particularly when they are operated offshore. WT Supervisory Control and Data Acquisition (SCADA) systems contain alarm signals providing signific... Read More about Wind turbine SCADA alarm pattern recognition.