A refined Hilbert-Huang transform with applications to inter-area oscillation monitoring
A refined Hilbert-Huang transform with applications to inter-area oscillation monitoring
This paper focuses on the refinement of standard Hilbert Huang transform (HHT) technique to accurately characterize time varying, multi components inter area oscillations. Several improved masking techniques for empirical mode decomposition (EMD) and a local Hilbert transformer are proposed and a number of issues regarding their use and interpretation are identified. Simulated response data from a complex power system model is used to assess the efficacy of the proposed techniques for capturing the temporal evolution of critical system modes. It is shown that the combination of the proposed methods results in superior frequency and temporal resolution than other approaches for analyzing complicated non-stationary oscillations.
978-1-4244-4241-6
Laila, Dina Shona
41aa5cf9-3ec2-4fdf-970d-a0a349bfd90c
Messina, Arturo Roman
e976a6b4-9414-4ccb-bf77-36ee87760627
Pal, Bikash C.
c062978e-53eb-4d5d-ace8-746ccafa5fb0
July 2009
Laila, Dina Shona
41aa5cf9-3ec2-4fdf-970d-a0a349bfd90c
Messina, Arturo Roman
e976a6b4-9414-4ccb-bf77-36ee87760627
Pal, Bikash C.
c062978e-53eb-4d5d-ace8-746ccafa5fb0
Laila, Dina Shona, Messina, Arturo Roman and Pal, Bikash C.
(2009)
A refined Hilbert-Huang transform with applications to inter-area oscillation monitoring.
In Power & Energy Society General Meeting (PES '09 IEEE).
IEEE.
6 pp
.
(doi:10.1109/PES.2009.5275975).
Record type:
Conference or Workshop Item
(Paper)
Abstract
This paper focuses on the refinement of standard Hilbert Huang transform (HHT) technique to accurately characterize time varying, multi components inter area oscillations. Several improved masking techniques for empirical mode decomposition (EMD) and a local Hilbert transformer are proposed and a number of issues regarding their use and interpretation are identified. Simulated response data from a complex power system model is used to assess the efficacy of the proposed techniques for capturing the temporal evolution of critical system modes. It is shown that the combination of the proposed methods results in superior frequency and temporal resolution than other approaches for analyzing complicated non-stationary oscillations.
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Published date: July 2009
Venue - Dates:
2009 IEEE Power & Energy Society General Meeting - PES '09., 2009-07-26 - 2009-07-30
Organisations:
Mechatronics
Identifiers
Local EPrints ID: 353754
URI: http://eprints.soton.ac.uk/id/eprint/353754
ISBN: 978-1-4244-4241-6
PURE UUID: a598f7e3-7102-4f2b-82f1-5a29abffc6f2
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Date deposited: 17 Jun 2013 10:18
Last modified: 14 Mar 2024 14:09
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Contributors
Author:
Dina Shona Laila
Author:
Arturo Roman Messina
Author:
Bikash C. Pal
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