TY - JOUR
T1 - A framework for processing wave buoy measurements in the presence of current
AU - Pillai, Ajit
AU - Davey, Thomas
AU - Draycott, Samuel
N1 - Funding Information:
This work is funded in part by the EPSRC Supergen Offshore Renewable Energy Hub [grant no: EP/S000747/1] Flexible Fund support for Accounting for Current in Wave Buoy Measurements. S. Draycott acknowledges a Dame Kathleen Ollerenshaw Fellowship.
Publisher Copyright:
© 2020 The Authors
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/1/1
Y1 - 2021/1/1
N2 - Waves and currents interact, with the resulting combination largely determining the loading on offshore structures and devices. Despite this, currents are often ignored and wave buoy data is processed without consideration of the current or the wave-current interaction. This data is subsequently used in design, yet sea state power, steepness, and directionality may have significant errors. Here we present a novel framework for the processing of wave buoy data to account for the effect of a current. We use a mesh adaptive direct search (MADS) algorithm to solve for the current and current-modified wave parameters simultaneously. Through 125 simulated directional wave-current sea states, we demonstrate the performance of the method under a wide range of conditions; including bimodal sea states with non-colinear current. Current speed and direction are estimated accurately for all cases (mean RMSE of 0.1179ms
−1 and 0.0091 rad respectively) which enables sea state steepness and power to be estimated within ± 3%. Ignoring this current of ±2ms
−1 when deriving these wave parameters results in errors up to 30%. This work demonstrates that it is possible to correctly process wave buoy measurement data to account for, and quantify, a current thus significantly reducing the uncertainty of the ocean conditions. After further validation work, the framework can be widely applied to historic datasets, correcting the wave data and providing an additional dataset of current velocities.
AB - Waves and currents interact, with the resulting combination largely determining the loading on offshore structures and devices. Despite this, currents are often ignored and wave buoy data is processed without consideration of the current or the wave-current interaction. This data is subsequently used in design, yet sea state power, steepness, and directionality may have significant errors. Here we present a novel framework for the processing of wave buoy data to account for the effect of a current. We use a mesh adaptive direct search (MADS) algorithm to solve for the current and current-modified wave parameters simultaneously. Through 125 simulated directional wave-current sea states, we demonstrate the performance of the method under a wide range of conditions; including bimodal sea states with non-colinear current. Current speed and direction are estimated accurately for all cases (mean RMSE of 0.1179ms
−1 and 0.0091 rad respectively) which enables sea state steepness and power to be estimated within ± 3%. Ignoring this current of ±2ms
−1 when deriving these wave parameters results in errors up to 30%. This work demonstrates that it is possible to correctly process wave buoy measurement data to account for, and quantify, a current thus significantly reducing the uncertainty of the ocean conditions. After further validation work, the framework can be widely applied to historic datasets, correcting the wave data and providing an additional dataset of current velocities.
KW - Directional spectra
KW - Mesh Adaptive Direct Search
KW - Non-linear Programming
KW - Ocean Measurements
KW - Wave Buoy Analysis
KW - Wave-Current Interactions
UR - https://www.mendeley.com/catalogue/18f953a7-c7cf-3410-8ee6-e169ffe3a243/
U2 - 10.1016/j.apor.2020.102420
DO - 10.1016/j.apor.2020.102420
M3 - Article
SN - 0141-1187
VL - 106
JO - Applied Ocean Research
JF - Applied Ocean Research
M1 - 102420
ER -