© The Institution of Engineering and Technology
Many recent works on wave energy conversion use a form of model predictive control (MPC) to maximise energy harvest. This active control strategy is generally used because it permits the inclusion of constraints that represent the physical limits of wave energy conversion devices in the optimisation algorithm. In this study, the authors present a centralised MPC design for an array configuration of wave energy converters. Its performance is evaluated via computer simulation and is compared against that of decentralised MPC and linear damping controller for several values of damping in both regular and irregular waves.
References
-
-
1)
-
10. Richter, M., Magaña, M.E., Sawodny, O., Brekken, T.K.A.: ‘Nonlinear model predictive control of a point absorber wave energy converter’, IEEE Trans. Sustain. Energy, 2013, 4, (1), pp. 118–126 (doi: 10.1109/TSTE.2012.2202929).
-
2)
-
13. Oetinger, D.: ‘Different control approaches for controlling arrays of wave energy converters’, , University of Stuttgart Institute for System Dynamics, 2012.
-
3)
-
17. Morari, M.H., Lee, J.: ‘Model predictive control: past, present and future’. Proc. 1997 Joint Sixth Int. Symp. Process Systems Engineering (PSE-97) and 30th European Symp. Computer Aided Process Engineering (ESCAPE-7), 1999, vol. 23, pp. 667–682.
-
4)
-
18. Camacho, E.F., Bordons, C.: ‘Model predictive control’ (Springer, 2003).
-
5)
-
22. Hogben, N.: ‘Long term wave statistics in: ocean engineering science’, in Mhaut, B.L., Hanes, D.M., (Eds.): ‘Sea: ideas and observations on progress in the study of the seas’ (Harvard University Press, 2005).
-
6)
-
11. Vicente, P.C., de O Falcão, A.F., Gato, L.M.C., Justino, P.A.P.: ‘Hydrodynamics of multiple floating point-absorber wave energy systems with inter-body and bottom slack-mooring connections’. ASME Conf. Proc., 2009,, pp. 1217–1227.
-
7)
-
8. Abraham, E., Kerrigan, E.C.: ‘Optimal active control and optimization of a wave energy converter’, IEEE Trans. Sustain. Energy, 2013, 4, (2), pp. 324–332 (doi: 10.1109/TSTE.2012.2224392).
-
8)
-
14. Falnes, J.: ‘Ocean waves and oscillating systems, linear interaction including wave-energy extraction’ (Cambridge University Press, 2002).
-
9)
-
16. Garcia, C.E., Prett, D.M., Morari, M.H.: ‘Model predictive control: theory and practice: a survey’, Automatica, 1989, 25, (3), pp. 335–348 (doi: 10.1016/0005-1098(89)90002-2).
-
10)
-
9. Richter, M., Magaña, M.E., Sawodny, O., Brekken, T.K.A.: ‘Power optimization of a point absorber wave energy converter by means of linear model predictive control’, IET Renewable Power Generation, 2014, 8, (2), pp. 203–215 (doi: 10.1049/iet-rpg.2012.0214).
-
11)
-
19. Richter, M.: ‘Different model predictive control approaches for controlling point absorber wave energy converters’, , University of Stuttgart Institute for System Dynamics, 2011.
-
12)
-
2. Folley, M., Whittaker, T.J.T.: ‘The effect of sub-optimal control and the spectral wave climate on the performance of wave energy converter arrays’, Appl. Ocean Res., 2009, 31, (4), pp. 260–266 (doi: 10.1016/j.apor.2009.10.006).
-
13)
-
12. Vicente, P.C., de O Falcão, A.F., Gato, L.M.C., Justino, P.A.P.: ‘Dynamics of arrays of floating point-absorber wave energy converters with inter-body and bottom slack-mooring connections’, Appl. Ocean Res., 2009, 31, (4), pp. 267–281 (doi: 10.1016/j.apor.2009.09.002).
-
14)
-
15)
-
16)
-
7. Brekken, T.K.A.: ‘On model predictive control for a point absorber wave energy converter’. IEEE PowerTech Conf., Trondheim, Norway, 2011, pp. 1–8.
-
17)
-
4. Ransley, E., Greaves, D.: ‘Investigating interaction effects in an array of multi-mode wave energy converters’. Proc. 27th Int. Workshop on Water Waves and Floating Bodies, Copenhagen, Denmark, 2012.
-
18)
-
3. Ahmed, T., Zobaa, A.F.: ‘Offshore power conditioning system connecting arrays of wave energy converters to the electric power grid’. Eighth Int. Conf. Advances in Power System Control, Operation and Management (APSCOM 2009), 2009, pp. 1–6.
-
19)
-
20. Orozco, R.: ‘Optimal communication system design for array-based electric generation’, , Oregon State University, 2011.
-
20)
-
21. Goda, Y.: ‘Random seas and design of maritime structures’ (World Scientific, 2010).
-
21)
-
1. Hals, J., Falnes, J., Moan, T.: ‘Constrained optimal control of a heaving buoy wave-energy converter’, J. Offshore Mech. Arct. Eng., 2011, 133, , pp. 1–15.
-
22)
-
D.Q. Mayne ,
J.B. Rawlings ,
P.M. Scokaert
.
Constraint predictive control: stability and optimality.
Automatica
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789 -
814
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