Research Article

Efficient Model Predictive Algorithms for Tracking of Periodic Signals

Table 3

Summary of 𝐽 𝑠 values for various cases studied.

Steady-state cost 𝐽 𝑠 𝑁 𝑎 Number of
at 𝑡 < 1 . 0 s at 𝑡 < 1 . 5 sVariablesConstraints

MVR 0.1156 53.276
MPC, receding horizon quadratic programming 0.0178 8.7527 3100 ( 𝑁 𝑝 × 2 )200 ( 𝑁 𝑝 × 2 × 2 )
MPC, dynamic policy (up to 9th harmonics) 0.0225 9.0273 1 𝑛 ̂ 𝑣 = 2 0 ( 5 × 2 × 2 )200 ( 𝑁 𝑝 × 2 × 2 )
MPC, dynamic policy (up to 29th harmonics) 0.0182 8.7640 2 𝑛 ̂ 𝑣 = 6 0 ( 1 5 × 2 × 2 )200 ( 𝑁 𝑝 × 2 × 2 )
Transient subproblem10 ( 𝑁 𝑢 × 2 )20 ( 𝑁 𝑢 × 2 × 2 )