Research Article
Efficient Sensorless Speed Estimation of Electrical Servo Drives
Using a Full-Order Nonsingular Terminal Sliding Mode Observer
Tan-No Nguyen,
1,2
Thanh-Binh Pham,
1,2
Van-Trong Hoang,
1,2
Tan-Tien Nguyen,
3
Viet-Long Nguyen,
1,4
and Nguyen-Vu Truong
1
1
Institute of Applied Mechanics and Informatics, Vietnam Academy of Science and Technology, Hanoi, Vietnam
2
Graduate University of Science and Technology, Vietnam Academy of Science and Technology, Hanoi, Vietnam
3
HCMC University of Technology, Vietnam National University HCMC, Hochiminh City, Vietnam
4
Becamex IDC Corp, Binh Duong, Vietnam
Correspondence should be addressed to Nguyen-Vu Truong; nvtruong0427@gmail.com
Received 31 July 2020; Revised 30 November 2020; Accepted 29 December 2020; Published 13 January 2021
Academic Editor: Alessandro Lo Schiavo
Copyright © 2021 Tan-No Nguyen et al. is is an open access article distributed under the Creative Commons Attribution
License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is
properly cited.
ispaperproposesanefficientsensorlessspeedestimationapproachforelectricservodrivesbasedonthefull-ordernonsingular
terminalslidingmodeobserver(FONTSM)withtheapplicationofDCmotordrives.Inthismethod,aspecificfull-orderterminal
sliding mode manifold is utilised for the observer design which results in the elimination of the chattering and avoiding the
singularity phenomenon of conventional and terminal sliding modes. Here, speed and armature back emf can be directly es-
timated from the relevant observer’s inputs which are continuous instead of being discontinuous high-frequency “switching”
signals. e efficiencies and advantages of this approach have been proven and validated in both simulation and
experimental results.
1. Introduction
Electrical drives play vital importance in many industrial
applications, household appliances, factory automation,
precision machine and robotics, automotives, and so on.
Typically, a precision servo drive requires an efficient
control strategy and relevant sensors to measure both
motor’s mechanical speed and position such as encoders
and revolvers as well as its electrical quantities such as
current sensors and voltage sensors. Nevertheless, in the
past decades, the open literature has reported a substantial
amountofresearchinsensorlesscontrolofelectricaldrives
without the need of these mechanical sensors (i.e., [1–9]).
is requires an efficient technique to estimate these servo
mechanical quantities, i.e., rotor position via direct mea-
surement of stator’s current and voltage.
Numerousmethodshavebeenproposedtodealwiththis
estimation problem such as [1, 5, 8–12], including the most
recent sliding mode-based techniques which possess
attractive advantages due to outstanding robustness to both
disturbances and the system’s uncertainties (i.e.,
[1, 8–10, 12–14]). Conventional sliding mode-based
methods (which adopt linear sliding manifolds), however,
suffer serious drawback due to the chattering phenomenon
which makes the observed results not suitable to be used for
controlpurposes.Toovercomethis,variousapproacheshave
been proposed, ranging from low-pass filter with phase
compensation [3] and boundary layer approximation [4] to
higher-orderslidingmodemethod[12–15]and,particularly,
terminal sliding mode methods [10–12, 16–25].
Conventional sliding mode control with low-pass filter
or with boundary layer approximation would significantly
reduce chattering but suffers loss of system’s robustness and
introductionofsignificantphaseshiftandsteady-stateerrors
of the estimation. Higher-order sliding mode (HOSM)
methods work with the discontinuous control in its higher-
order derivatives [13–15]. Here, the switching function
(discontinuous control) is at the higher-order derivatives to
Hindawi
Mathematical Problems in Engineering
Volume 2021, Article ID 8175848, 8 pages
https://doi.org/10.1155/2021/8175848