Nonlinear Dynamic Relative Gain Array for control configuration selection in nonlinear MIMO systems
Shirin Nazem-Zadeh1, Bijan Moaveni1
1Faculty of Electrical Engineering, K. N. Toosi University of Technology, Tehran 16317-14191, Iran.
Abstract:
This paper presents the Nonlinear Dynamic Relative Gain Array (NDRGA) as an input-output interaction measure for control configuration selection (CCS) in dynamic, nonlinear multi-input multi-output (MIMO) systems. The proposed method is derived by extending the primary definition of the DRGA to nonlinear systems, enabling the incorporation of higher-order nonlinear interaction effects. Unlike existing CCS approaches, the NDRGA is formulated in the frequency domain and allows simultaneous analysis of system dynamics and nonlinearities. Since the NDRGA depends on the generalized frequency response functions (GFRFs) of both the nominal forward system and its corresponding inverse, their estimation is carried out using a harmonic probing algorithm and Rönnow's recursive method. This framework provides a frequency-based CCS criterion for nonlinear systems, addressing a gap in the current state-of-the-art where no frequency-domain CCS techniques are available for nonlinear MIMO systems. The effectiveness of the proposed approach is demonstrated in two examples for two nonlinear systems. The closed-loop simulations under decentralized and based on the selected control configuration (CC) confirm the validity of the NDRGA and demonstrate its effectiveness for CCS in nonlinear dynamic systems.
Related Concept Videos
Feedback control systems
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...
Gain
Gain:
Suppose Vin is the input and Vout is the output signal to a circuit.
Linear Approximation in Frequency Domain
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
Cascaded Op Amps
In a cascaded system, each op-amp is referred to as a stage. The output of one stage drives the input of the subsequent stage. As the input signal passes through...
Linear time-invariant Systems
The input-output behavior of an LTI system can be fully defined by its response to an impulsive excitation at its input. Once this impulse response is known, the system's reaction to any other input can be...
Effects of feedback
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...


