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Approach to controller design that explicitly deals with uncertainty
of a feedback control system to maintain stability and performance under uncertainty is referred to as robustness. The term robust control refers to theory
Robust_control
Advanced method of process control
variables. This simplifies the control problem to a series of direct matrix algebra calculations that are fast and robust. When linear models are not sufficiently
Model_predictive_control
Type of control method
consumption; a control law is needed that adapts itself to such changing conditions. Adaptive control is different from robust control in that it does
Adaptive_control
Branch of engineering and mathematics
fairly robust; the state-space methods invented in the 1960s and 1970s were sometimes found to lack robustness. Examples of modern robust control techniques
Control_theory
British engineer
machines, robust control theory, and vehicle dynamics. He has published numerous peer-reviewed articles and books, including Linear Robust Control (with Michael
David_Limebeer
applied to the data-driven control of Lur'e systems and in a data-driven robust linear matrix inequality-based model predictive control scheme. Finsler's lemma
Finsler's_lemma
Robust nonlinear control to achieve exponential stabilization
The robust integral of the sign of the error controllers or RISE controllers constitute a class of continuous robust control algorithms developed for nonlinear
RISE_controllers
Topics referred to by the same term
Look up Robustness, robustness, Robust, or robust in Wiktionary, the free dictionary. Robustness is the property of being strong and healthy in constitution
Robustness_(disambiguation)
robust performance and robust stabilization is difficult. One method that comes close to achieving this is H∞ loop-shaping, which allows the control designer
H-infinity methods in control theory
H-infinity_methods_in_control_theory
Distance between linear operators
The gap metric has since found applications in perturbation theory, robust control, and feedback system analysis. Let H1 and H2 be Hilbert spaces, and
Gap_metric
Binary feedback controller
of bang–bang control. Double-setpoint control Optimal control PID controller Robust control Sliding mode control Kamien, Morton I.; Schwartz, Nancy L.
Bang–bang_control
2000 video game
certain aspects, praising its innovative gameplay, intricate design, robust control scheme, and atmospheric soundtrack, though it received minor criticisms
The Legend of Zelda: Majora's Mask
The_Legend_of_Zelda:_Majora's_Mask
Measure of how a closed loop transfer function is affected by parameter changes
K.J. Astrom, "Model uncertainty and robust control," in Lecture Notes on Iterative Identification and Control Design. Lund, Sweden: Lund Institute of
Sensitivity_(control_systems)
Lebanese-Greek-American mathematician
systems and control. His research has led to fundamental breakthroughs in applied mathematics, thermodynamics, stability theory, robust control, dynamical
Wassim_Michael_Haddad
Conformance of AI to intended objectives
safe AI systems. Other subfields of AI safety include robustness, monitoring, and capability control. Research challenges in alignment include instilling
AI_alignment
Computer Engineering at Northeastern University. His research spans robust control, system identification, semi-algebraic optimization, dynamics-enabled
Mario_Sznaier
American mathematician
Montreal) is an American-Canadian control theorist and financial engineer especially known for his work on robust control and algorithmic trading. B. Ross
B._Ross_Barmish
Method to control electric motors
time-invariant system Kalman filter Robust control Root locus Perturbation theory Signal-flow graph Small-signal model Sliding mode control State observer State space
Field-oriented_control
Function in control theory
Nonlinear Control Systems. Springer. ISBN 978-3-540-19916-8. Freeman, Randy A.; Petar V. Kokotović (2008). "Robust Control Lyapunov Functions". Robust Nonlinear
Control-Lyapunov_function
Iterative decision analytic framework
Similar themes have emerged from the literatures on scenario planning, robust control, imprecise probability, and info-gap decision theory and methods. An
Robust_decision-making
Glover, K. (1995). Robust and Optimal Control. New York: Prentice-Hall. Zhou, K. and Doyle, J. C. (1998). Essentials of Robust Control. New York: Prentice-Hall
H-infinity_loop-shaping
American mathematician
Stony Brook. Tannenbaum's research covered numerous areas, including robust control, computer vision, biomedical imaging, and bioinformatics, totaling almost
Allen_Tannenbaum
Method in nonlinear control theory
desired equilibrium). The main strength of sliding mode control is its robustness. Because the control can be as simple as a switching between two states (e
Sliding_mode_control
American chemical engineer (born 1966)
robust control from the California Institute of Technology under the direction of Professor Manfred Morari. His thesis included a proof that robust control
Richard_D._Braatz
Type of statistics
Robust statistics are statistics that maintain their properties even if the underlying distributional assumptions are incorrect. Robust statistical methods
Robust_statistics
Architectural concept used in software design
order to ensure the robustness of the design. Robustness diagrams allow to visually represent the relation between entities, controls, boundaries and actors
Entity–control–boundary
Turkish electrical engineer (born 1946)
research interests include optimal, robust, and nonlinear control; large-scale systems; dynamic games; stochastic control; estimation theory; stochastic processes;
Tamer_Başar
American economist and Nobel Laureate (born 1943)
model. In particular, Hansen and Sargent adapt and extend methods from robust control theory. Sargent has also been a pioneer in introducing recursive economics
Thomas_J._Sargent
Polish-Canadian scientist and professor (1934 - 1997)
Zames is known for his fundamental contributions to the theory of robust control, and was credited for the development of various well-known results
George_Zames
Filter for nonlinear state estimation
Kalman filter performance is to employ the H-infinity results from robust control. Robust filters are obtained by adding a positive definite term to the design
Extended_Kalman_filter
Chinese marine engineer and control theorist
and control theorist who studies control systems for vehicle propulsion, and is known for her work combining robust control and adaptive control. She
Jing_Sun
Type of access control
degree of robustness that assures that the control mechanisms can resist any type of subversion, thereby enabling them to enforce access controls that are
Mandatory_access_control
system analysis and control theory. The eminent researchers (born after 1920) include the winners of at least one award of the IEEE Control Systems Award,
List of people in systems and control
List_of_people_in_systems_and_control
Algorithm that estimates unknowns from a series of measurements over time
dynamics is a difficult one and is treated as a problem of control theory using robust control. The Kalman filter is a recursive estimator. This means that
Kalman_filter
Graphical desktop planetarium
all levels, from informative hypertext articles about astronomy, to robust control of telescopes and CCD cameras, and logging of observations of specific
KStars
Regulation of nonlinear systems
scheduling to incorporate linear robust control methodologies into nonlinear control design; however the global stability, robustness and performance properties
Linear parameter-varying control
Linear_parameter-varying_control
Russian control theorist, electrical engineer (1937–2022)
Sliding Mode Control and Variable Structure Systems, which have become fundamental concepts in the field of nonlinear control (e.g. robust control). Utkin
Vadim_Utkin
GPS scientist at Google
advised by Keith Glover. His dissertation was Hadamard Weighting in Robust Control. Van Diggelen is a Distinguished Engineer at Google, where he heads
Frank_van_Diggelen
Scientist, control theorist (born 1962)
robust control theory, computational methods for controller design, the interplay between information and control, statistical learning of controlled
Munther_A._Dahleh
Probabilistic optimal control
systems; Robust model predictive control and Stochastic Model Predictive Control (SMPC). Robust model predictive control is a more conservative method which
Stochastic_control
Robotics. Kong's research focuses on robust control systems, human assistive robotics, and the design and control of legged robots. He is the author of
Kyoungchul_Kong
of robust control, where he contributed to the development of state space H-infinity control theory, a major achievement in the field of control. He
Pramod_P._Khargonekar
solutions using concepts from several control areas such as robust control, optimal stochastic control, model predictive control, fuzzy logic etc. A most critical
Networked_control_system
Specialized form of regression analysis, in statistics
In robust statistics, robust regression seeks to overcome some limitations of traditional regression analysis. A regression analysis models the relationship
Robust_regression
Model Predictive Control, Control of Hybrid Systems, Internal Model Control (IMC), and robust control, . He received in 2005 the IEEE Control Systems Award
Manfred_Morari
Linear optimal control technique
To promote robustness some of the system parameters may be assumed stochastic instead of deterministic. The associated more difficult control problem leads
Linear–quadratic–Gaussian control
Linear–quadratic–Gaussian_control
Chart of a transfer function's phase response vs. magnitude
theory (QFT) of Horowitz and Sidi, which is a well known method for robust control system design. In most cases, arg ( G ( s ) ) {\displaystyle \arg(G(s))}
Nichols_plot
Highest operating temperature of a semiconductor
(2015-05-06). Fractional Order Differentiation and Robust Control Design: CRONE, H-infinity and Motion Control. Springer. p. 47. ISBN 9789401798075. Rudolf
Junction_temperature
Australian control theorist (born 1956)
Petersen (born 1956) is an Australian control theorist known for his contributions to robust control, quantum control, and stochastic systems. He has worked
Ian_R._Petersen
Greek-American control theorist (1937–2020)
spearheaded the field of multivariable control system design and the field of robust control. Athans was a member of the technical staff at Lincoln Laboratory from
Michael_Athans
Mechanical transmission system with flexing
(PDF) on 2016-03-03. Li, Z; Melek, WW; Clark, C (2009). "Decentralized robust control of robot manipulators with harmonic drive transmission and application
Strain_wave_gearing
Overview of and topical guide to control engineering
control Neural control Nonlinear control Optimal control Real-time control Robust control Stochastic control Complex analysis Differential equations Linear
Outline of control engineering
Outline_of_control_engineering
Cypriot American Electrical Engineer
Engineer who made important contributions in Robust Adaptive Control, Vehicle and Traffic Flow Control, and Intelligent Transportation Systems. Petros
Petros_A._Ioannou
Danish engineer
control, thereby admitting robustness aspects to be included directly in the design paradigm. Jakob Stoustrup's contributions to the design of robust
Jakob_Stoustrup
Measure of sustained displacement of an object from its initial position
Evidence of the Time-Integral of Distance. Canada-Wide Science Fair 2014. ROBUST CONTROL LAW FOR PNEUMATIC ARTIFICIAL MUSCLES, Jonathon E. Slightam and Mark
Absement
American control theorist
in nonlinear and adaptive control, particularly on gain scheduling, robust control, and more recently, distributed systems. Shamma was born in New York
Jeff_S._Shamma
Electrical engineer
focusing on nonlinear control and robust control, her interests have since shifted to include computational challenges in the control of electrical grids
Sonja_Glavaški
American economist
decomposition." Thomas J. Sargent and Hansen coauthored Robustness, which explores implications of robust control theory for macroeconomic modeling when the decision
Lars_Peter_Hansen
British electrical engineer
an emeritus professor of control engineering at the University of Cambridge. He is notable for his contributions to robust controller design and model
Keith_Glover
Study of making products from raw materials
submarines. Process control: model predictive control, controllability measures, robust control, nonlinear control, statistical process control, process monitoring
Process_engineering
Pickup truck
Vehicles announced their intent to build a robust pickup and off-road family of vehicles. It was teased as the Robust Pick-Up concept in September 2008, wrapped
Volkswagen_Amarok
(IEEE) in 2016 for his contributions to passivity-based control in robotics and robust control. "2016 elevated fellow" (PDF). IEEE Fellows Directory. Archived
Masayuki_Fujita
Academician in electrical engineering
robust control of DC/DC switching converters PhD. in Electrical Engineering, Osaka University, Japan (2002 - 2004) Thesis title: Decentralized robust
Hassan_Bevrani
Russian mathematician, (born 1973)
Member of the Russian Academy of Sciences. Expert in robust control theory. He defended the thesis «Robust inversion of dynamic systems» for the degree of
Alexander Ilyin (mathematician)
Alexander_Ilyin_(mathematician)
Species of great ape
chimpanzee, this species was often called the common chimpanzee or the robust chimpanzee. The chimpanzee and the bonobo are the only species in the genus
Chimpanzee
Type of cloud computing
utilized by medium to large businesses and organizations that need robust control over their data, have extensive computing needs, or have specific regulatory
Private cloud computing infrastructure
Private_cloud_computing_infrastructure
Persistence of a biological trait under uncertain conditions
In evolutionary biology, robustness of a biological system (also called biological or genetic robustness) is the persistence of a certain characteristic
Robustness_(evolution)
Robustness validation is a skills strategy with which the Robustness of a product to the loading conditions of a real application is proven and targeted
Robustness_validation
Control of harmful species
and walls of a structure can provide control of common pests in addition to known insulation benefits such a robust thermal envelope and acoustic noise-canceling
Pest_control
Russian mathematician (1923–2006)
dynamical systems arise in sliding mode control, an important class of feedback control systems demonstrating robust control. Such systems model some mechanical
Aleksei Filippov (mathematician)
Aleksei_Filippov_(mathematician)
Screw thread profile with an asymmetric square/slanted shape
significant disengagement force on a split nut, therefore a more robust controlling mechanism would be required. Quick release vices are readily available
Buttress_thread
Greek-American electrical engineerI
2002 to 2016. His research specializes in control theory, with an emphasis on stochastic and robust control. He made contributions to the development
Tryphon_T._Georgiou
Self-balancing single wheel personal transporter
computing for the intelligent robust control of a robotic unicycle with a new physical measure for mechanical controllability". Soft Computing. 2 (2): 73–88
Electric_unicycle
Control of processes by which a self-organized system dissipates energy
(2023). "Earthquake Control: An Emerging Application for Robust Control. Theory and Experimental Tests". IEEE Transactions on Control Systems Technology
Self-organized criticality control
Self-organized_criticality_control
American engineer
Distributed Engine Control and Simulation (DECS Lab) in the MAE department at OSU. Authored a graduate level textbook titled Robust Control of Uncertain Dynamic
Rama_Yedavalli
Type of computer intended for industrial purposes
Circular-MIL connectors More robust controls and features Higher grade power supply: Industrial platforms typically utilize robust open-frame, slot, or redundant
Industrial_PC
scenario optimization approach is a technique for obtaining solutions to robust optimization and chance-constrained optimization problems based on a sample
Scenario_optimization
Engineering discipline that deals with control systems
developments in optimal control in the 1950s and 1960s followed by progress in stochastic, robust, adaptive, nonlinear control methods in the 1970s and
Control_engineering
"Evaluation of the Worst-Case Performance of Active Filters, using Robust Control Ideas" (PDF). December 2010. Retrieved 2023-09-20. WCCA Simple Comparing
Worst-case_circuit_analysis
Prisoner's Dilemma Tamer Başar – dynamic game theory and application robust control of systems with uncertainty Cristina Bicchieri – epistemology of game
List_of_game_theorists
where αε(A) = max{Re|λ| : λ ∈ Λε(A)}. 𝒦lhp(A) can be computed through robust control methods. Let A be a square matrix of order n and e be the Euler's number
Kreiss_matrix_theorem
Mathematical optimization theory
Robust optimization is a field of mathematical optimization theory that deals with optimization problems in which a certain measure of robustness is sought
Robust_optimization
American technical engineer and professor
theory and optimal control. Doyle's early work was in the mathematics of robust control, linear-quadratic-Gaussian control robustness, (structured) singular
John_Doyle_(engineer)
American aerospace engineer
{L}}_{1}} adaptive control techniques in this application, which combine the protection against uncertain data or modeling errors of robust control with the fast
Irene_Gregory
Armenian control theorist
Naira Hovakimyan (born September 21, 1966) is an Armenian control theorist who holds the W. Grafton and Lillian B. Wilkins professorship of the Mechanical
Naira_Hovakimyan
Method of representing a random variable
effects in non-linear fixed-point digital systems and probabilistic robust control. It has been demonstrated that gPC based methods are computationally
Polynomial_chaos
Design guideline for software
In computing, the robustness principle is a design guideline for software that states: "be conservative in what you do, be liberal in what you accept from
Robustness_principle
structure system Sliding mode control Hybrid system Nonlinear control Robust control Optimal control H-bridge – A topology that combines four switches forming
Variable_structure_control
Technique in nonlinear control theory
(e.g., as part of an adaptive control algorithm). Nonlinear control Strict-feedback form Robust control Adaptive control Kokotovic, P.V. (1992). "The joy
Backstepping
Control engineering Feedback Process control Robotic unicycle H infinity Optimal control Servomechanism Nonlinear control Adaptive control Robust control
Quantitative_feedback_theory
Process of making something random
burden associated to robust control techniques: a sample of values of the uncertainty parameters is randomly drawn and robustness is enforced for these
Randomization
American electrical engineer (1950–2010)
methods for control and estimation under complexity constraints used widely in the field. His work also impacted Kalman filtering, robust control, pole placement
Christopher_I._Byrnes
Family of control systems
including G 0 {\displaystyle G_{0}} . This is the main idea behind robust control design procedure, that aims at building frequency domain uncertainty
Data-driven_control_system
Electrical and Electronics Engineers (IEEE) in 2016 for developments in robust control theory for mechanical systems. "2016 elevated fellow" (PDF). IEEE Fellows
Wan_Kyun_Chung
System that manages the behavior of other systems
opposed to Boolean logic, and the outputs are de-fuzzified to control equipment. When a robust fuzzy design is reduced to a single, quick calculation, it
Control_system
Uruguayan control theorist
Reviews of A Course in Robust Control Theory: A. Akutowicz, Zbl 0939.93001; Ulf Jönsson, Int. J. Robust & Nonlinear Control, doi:10.1002/rnc.663; M.
Fernando_Paganini
American economist (born 1941)
136, 629-664. Brock, W.A., A. Xepapadeas, A.N. Yannacopoulos (2014). Robust control and hot spots in spatiotemporal economic systems. Dynamic Games and
William_A._Brock
Institute of Intelligent Control and Systems. Dr. Gao's research interests include network-based control, robust control, intelligent control and mechatronics
Huijun_Gao
Mexican process engineer
Verde Rodarte is a Mexican process engineer and control theorist whose research concerns the robust control of hydraulic systems: modeling industrial processes
Cristina_Verde
Model to describe distributed systems
ISBN 978-3-642-15897-1. Gao, X.; Hu, Xinyan (2020). "A Petri Net Neural Network Robust Control for New Paste Backfill Process Model". IEEE Access. 8: 18420–18425.
Petri_net
ROBUST CONTROL
ROBUST CONTROL
Surname or Lastname
English
English : variant spelling of Rout.
Boy/Male
Arabic, Muslim
Strong; Tough; Robust; Forceful
Boy/Male
Muslim
Strong, Tough, Robust
Male
English
 English form of Anglo-Saxon Hreodbeorht, ROBERT means "bright fame." Compare with another form of Robert.
Male
French
 Norman French form of Latin Robertus, ROBERT means "bright fame." Compare with another form of Robert.
Boy/Male
Hindu, Indian, Marathi
Strong; Robust
Surname or Lastname
English
English : variant spelling of Roebuck.
Biblical
strong; robust
Boy/Male
Native American
Locust.
Male
Dutch
, supplanter.
Male
Czechoslovakian
, bright fame.
Surname or Lastname
English
English : patronymic from the personal name Robb.
Surname or Lastname
English
English : nickname for a person with red hair, from Middle English, Old French rous ‘red(-haired)’ (Latin russ(e)us).Americanized spelling of German Raus.
Male
Dutch
, supplanter.
Surname or Lastname
English and French
English and French : variant of Robert.
Boy/Male
Indian
Strong, Tough, Robust
Boy/Male
Christian & English(British/American/Australian)
Robust
Surname or Lastname
English, French, German, Dutch, Hungarian (Róbert), etc
English, French, German, Dutch, Hungarian (Róbert), etc : from a Germanic personal name composed of the elements hrÅd
‘renown’ + berht ‘bright’, ‘famous’. This is found occasionally
in England before the Conquest, but in the main it was introduced into
England by the Normans and quickly became popular among all classes of
society. The surname is also occasionally borne by Jews, as an
Americanized form of one or more like-sounding Jewish surnames.A Robert from La Rochelle, France is documented in Trois-Rivières,
Quebec, in 1666, with the secondary surname
Boy/Male
German American Shakespearean Teutonic English French Scottish
Famed, bright; shining. An all-time favorite boys' name since the Middle Ages. Famous Bearers:...
Boy/Male
American, Anglo, Australian, British, Chinese, Christian, Czechoslovakian, Danish, Dutch, English, Finnish, French, German, Indian, Irish, Italian, Jamaican, Netherlands, Polish, Scottish, Swedish, Swiss, Teutonic
Bright with Fame; Famed; Bright; Shining; An All-time Favorite Boys Name Since the Middle Ages; A; 14th-century King Robert the Bruce; Robert Burns the Poet
ROBUST CONTROL
ROBUST CONTROL
Girl/Female
Bengali, Indian, Telugu
Ripple; Sound Wave
Girl/Female
Tamil
Nithyasree | நீதà¯à®¯à®¸à¯à®°à¯€
Eternal beauty
Girl/Female
Latin English
From the forest.
Girl/Female
Hindu, Indian
Female Version of Het
Boy/Male
Celtic
Sword.
Girl/Female
English American
Lakeisha and its variants are rhyming forms of Leticia. Joyful; happy.
Girl/Female
African, Arabic, Egyptian, French, Muslim
Agreeable; Good; Useful; Righteous; Devout
Girl/Female
Muslim
Spiritual
Boy/Male
Indian
Owner of the two horns
Surname or Lastname
English
English : variant of Rolfe.North German : variant of Ruoff.
ROBUST CONTROL
ROBUST CONTROL
ROBUST CONTROL
ROBUST CONTROL
ROBUST CONTROL
adv.
In a robust manner.
v. t.
To rouse; to disturb; as, to roust one out.
v. t.
To mark or indicate by a rebus.
a.
Sickly; not robust.
v. t.
To cook by surrounding with hot embers, ashes, sand, etc.; as, to roast a potato in ashes.
n.
See Roust.
a.
Requiring strength or vigor; as, robust employment.
v. t.
To dry and parch by exposure to heat; as, to roast coffee; to roast chestnuts, or peanuts.
v. t.
To cause to contract rust; to corrode with rust; to affect with rust of any kind.
a.
Pithy; robust.
n.
See Herb Robert, under Herb.
n.
The locust tree. See Locust Tree (definition, note, and phrases).
v. t.
See Roust, v. t.
v.
To wake from sleep or repose; as, to rouse one early or suddenly.
n.
Roast.
a.
Evincing strength; indicating vigorous health; strong; sinewy; muscular; vigorous; sound; as, a robust body; robust youth; robust health.
n.
The quality or state of being robust.
n.
A composition used in making a rust joint. See Rust joint, below.
a.
Roasted; as, roast beef.
a.
Robust.