Cross-Gramian-Based Combined State and Parameter Reduction for Large-Scale Control Systems

Figure 1

Relative 𝐿² output error in the reduced order nonlinear benchmark after the state reduction using balanced truncation and direct truncation of the empirical cross-gramian.