Javascript must be enabled to continue!
Generalized Quadratic Linearization of Machine Models
View through CrossRef
In the exact linearization of involutive nonlinear system models, the issue of singularity needs to be addressed in practical applications. The approximate linearization technique due to Krener, based on Taylor series expansion, apart from being applicable to noninvolutive systems, allows the singularity issue to be circumvented. But approximate linearization, while removing terms up to certain order, also introduces terms of higher order than those removed into the system. To overcome this problem, in the case of quadratic linearization, a new concept called “generalized quadratic linearization” is introduced in this paper, which seeks to remove quadratic terms without introducing third‐ and higher‐order terms into the system. Also, solution of generalized quadratic linearization of a class of control affine systems is derived. Two machine models are shown to belong to this class and are reduced to only linear terms through coordinate and state feedback. The result is applicable to other machine models as well.
Title: Generalized Quadratic Linearization of Machine Models
Description:
In the exact linearization of involutive nonlinear system models, the issue of singularity needs to be addressed in practical applications.
The approximate linearization technique due to Krener, based on Taylor series expansion, apart from being applicable to noninvolutive systems, allows the singularity issue to be circumvented.
But approximate linearization, while removing terms up to certain order, also introduces terms of higher order than those removed into the system.
To overcome this problem, in the case of quadratic linearization, a new concept called “generalized quadratic linearization” is introduced in this paper, which seeks to remove quadratic terms without introducing third‐ and higher‐order terms into the system.
Also, solution of generalized quadratic linearization of a class of control affine systems is derived.
Two machine models are shown to belong to this class and are reduced to only linear terms through coordinate and state feedback.
The result is applicable to other machine models as well.
Related Results
Nonlinear optimal control for robotic exoskeletons with electropneumatic actuators
Nonlinear optimal control for robotic exoskeletons with electropneumatic actuators
Purpose
To provide high torques needed to move a robot’s links, electric actuators are followed by a transmission system with a high transmission rate. For instance, gear ratios of...
Selection of Injectable Drug Product Composition using Machine Learning Models (Preprint)
Selection of Injectable Drug Product Composition using Machine Learning Models (Preprint)
BACKGROUND
As of July 2020, a Web of Science search of “machine learning (ML)” nested within the search of “pharmacokinetics or pharmacodynamics” yielded over 100...
The Effects of Interactive Digital-Based Materials on Students’ Performance in Mathematics
The Effects of Interactive Digital-Based Materials on Students’ Performance in Mathematics
This study determined the effects of interactive digital-based materials on the performance in Mathematics of Grade 9 students in Vinisitahan National High School in Bacacay, Albay...
Explicit Necessary and Sufficient Conditions for Quadratic Linearization
Explicit Necessary and Sufficient Conditions for Quadratic Linearization
AbstractThe existing necessary and sufficient conditions for quadratic linearization of control affine systems are in effect, constructive in nature. The exception is the classical...
Peter Chew Discriminant Formula For Quadratic Surds
Peter Chew Discriminant Formula For Quadratic Surds
Peter Chew Discriminant Formula For Quadratic Surds [√(a+b√c)] is a^2 – b^2 c . The discriminant tells us whether there is a sum or difference of two real numbers ,a sum or diff...
Application of Quadratic Linearization for the Control of Permanent Magnet Synchronous Motor
Application of Quadratic Linearization for the Control of Permanent Magnet Synchronous Motor
Many of the existing control methods for the permanent magnet synchronous motor (PMSM) either deal with steady state models or consider dynamic models under particular cases. A dyn...
Stochastic continuous-time cash flows: A coupled linear-quadratic model
Stochastic continuous-time cash flows: A coupled linear-quadratic model
<p>The focal point of this dissertation is stochastic continuous-time cash flow models. These models, as underpinned by the results of this study, prove to be useful to descr...
Peter Chew Quadratic Surd Diagram
Peter Chew Quadratic Surd Diagram
Presenting numbers in surd form is quite common in science and engineering especially where a calculator is either not allowed or unavailable, and the calculations to be undertak...

