Comparative analysis of binning and Gaussian Process based blade pitch angle curve of a wind turbine for the purpose of condition monitoring

Ravi Kumar Pandit, David Infield

Research output: Contribution to journalArticle

2 Citations (Scopus)
13 Downloads (Pure)

Research Output

  • 2 Citations
  • 6 Article
  • 2 Conference contribution book
  • 1 Proceeding
2018

Comparative analysis of binning and support vector regression for wind turbine rotor speed based power curve use in condition monitoring

Pandit, R. & Infield, D., 13 Dec 2018, 2018 53rd International Universities Power Engineering Conference (UPEC). Piscataway, NJ: IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
3 Citations (Scopus)
14 Downloads (Pure)
Open Access
File
7 Citations (Scopus)
10 Downloads (Pure)

Comparative study of binning and gaussian process based rotor curves of a wind turbine for the purpose of condition monitoring

Pandit, R. K. & Infield, D., 30 Aug 2018. 7 p.

Research output: Contribution to conferenceProceeding

Open Access
File
11 Downloads (Pure)
Open Access
File
22 Downloads (Pure)

Gaussian process operational curves for wind turbine condition monitoring

Pandit, R. & Infield, D., 22 Jun 2018, In : Energies. 11, 7, 20 p.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
20 Downloads (Pure)

Incorporating air density into a Gaussian process wind turbine power curve model for improving fitting accuracy

Pandit, R. K., Infield, D. & Carroll, J., 22 Oct 2018, In : Wind Energy. p. 1-14 14 p.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
8 Downloads (Pure)

Performance assessment of a wind turbine using SCADA based Gaussian Process model

Pandit, R. K. & Infield, D., 20 Jun 2018, In : International Journal of Prognostics and Health Management. 9, 1, 8 p., 023.

Research output: Contribution to journalArticle

Open Access
File
32 Downloads (Pure)
Open Access
File
21 Citations (Scopus)
32 Downloads (Pure)
2017

Using Gaussian process theory for wind turbine power curve analysis with emphasis on the confidence intervals

Pandit, R. K. & Infield, D., 18 Aug 2017, 2017 6th International Conference on Clean Electrical Power (ICCEP). Piscataway, N.J.: IEEE, p. 744-749 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
6 Citations (Scopus)
21 Downloads (Pure)