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Plenary
Lecture
Fuzzy Dynamic Modeling for Walking Modular Robot Control
Professor Luige Vladareanu
Romanian Academy, Institute of Solid Mechanics
Bucharest, ROMANIA
E-mail:
luigiv@imsar.bu.edu.ro
Abstract:
The paper presents new concepts and approaches of multi-stage
fuzzy method of walking modular robots using resolved
acceleration control. Several compliant control methods
were analyzed in order to obtain high performances in
robot trajectory control, which generates position and
force parameters for multi-stage fuzzy control, some of
which include a dynamic model in loop control: control
with the settled acceleration (Luh, Walker and Paul
1980), operational space method (Khatib 1980;1987),
impedance control (Kazerooni, Houpt and Sheridan 1986),
and some of which not include dynamic model: hybrid
control (Railbert and Craig) and rigidity control (Salisbury
1980). Stability analysis and experimental
implementation are presented, which demonstrate not only
that by using dynamic models is achieved a more accurate
control, but also that using a inadequate dynamic model
can lead to a unstable control of the force in some
cases. For real-time control of robot stability the
mathematical modeling of the center of gravity position
was realized, in order to allow control of the walking
robot when moving on terrains with complicated
configuration, and relations for robot position
coordinates of the center of gravity were established
which are necessary. Modified control by resolved
acceleration or operational space method is stable
because the inertia matrix is also included canceling
the destabilizing effects of the inverse Jacobian. The
control system architecture by dynamic models through
fuzzy multi-stage method is presented where control
method through resolved acceleration had been chosen as
compliant control method. The results of the rules base
analysis are presented, in which the loop reaction for
force is dependant on the values of inference from fuzzy
control of component P together with a set of membership
functions for inputs and outputs. Choosing a universe of
discreet discourse allows the using of PLC system from
control system architecture of the HFPC modular walking
robots, in order to generate fuzzy output variables in a
reduced processing time. The studies presented have
demonstrated the possibility of implementing force
control by resolved acceleration where dynamics and
kinematics stability are simultaneously achieved in
rigid environments. The obtained results lead to a
smooth transition, in walking robots movement, without
discontinuities, from controlling in position to
controlling in force and position. Furthermore, we
achieve a fast response of control loop maintaining
robot stability in the process of stepping on uneven
ground.
Brief Biography of the Speaker:
Luige Vladareanu received his M.Sc. degree in
electronics from the Polytechnic Institute Bucharest, in
1977. From 1984, scientific researcher of the Institute
of Physics and Material Technology, from 1990, team
leader of data acquisition systems and real time control
systems of the Institute of Solid Mechanics, from 1991,
President General Manager of Engineering and Technology
Industrial VTC company. In 1998 he received Ph.D. degree
in electronics field from the Institute of Solid
Mechanics of Romanian Academy. From 2003, Ministry of
Education and Research, executive Department for
Financing Superior Education and of Scientific
University Research - High Level Expert Consulting for
MEC/CNCSIS project, from 2003-2005, member of
Engineering Science Committee of Romanian National
Research Council, from 2005, Scientific Researcher Gr.I
(Professor) of Romanian Academy. His scientific work is
focused on real time control in solid mechanics applied
in robot trajectory control, hybrid position – force
control, multi-microprocessor systems for robot control,
acquisition and processing of experimental physical
data, experimental methods and signal processing, nano-micro
manipulators, semi-active control of mechanical system
vibrations, semi-active control of magnetorheological
dissipaters systems, complex industrial automations with
programmable logical controllers in distributed and
decentralized structure. He has published 4 books, over
20 book chapters, 11 edited books, over 200 papers in
journals, proceedings and conferences in the areas.
Director and coordinator of 7 grants of national
research – development programs in the last 5 years, 15
invention patents, developing 17 advanced work methods
resulting from applicative research activities and more
then 60 research projects. In 1985 the Central Institute
of Physics Bucharest awarded his research team a prise
for the first Romanian industrial painting robot. He is
the winner of the two Prize and Gold of Excellence in
Research 2000, SIR 2000, of the Romanian Government and
the Agency for Science, Technology and Innovation. 3
International Invention and Innovation Competition
Awards and Gold of World’s Exhibition of Inventions,
Geneva 2007 and 2008, and other 7 International
Invention Awards and Gold of the Brussels, Croatia,
Bucharest International Exhibition. He received “Traian
Vuia” (2006) award of the Romanian Academy, Romania’s
highest scientific research forum, for a group of
scientific papers published in the real time control in
the solid mechanics. He is a member of the International
Institute of Acoustics and Vibration (IIAV), Auburn
University, USA (2006), ABI/s Research Board of
Advisors, American Biographical Institute (2006), World
Scientific and Engineering Academy Society, WSEAS
(2005), International Association for Modelling and
Simulation Techniques in Enterprises-AMSE, France
(2004), National Research Council from
Romania(2003-2005), etc. He was an organizer of several
international conferences such as the General Chair of
four WSEAS International Conferences ( http://www.wseas.org/conferences/2008/romania/amta/index.html
) and is serving on various other conferences and
academic societies.
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