Class information for:
Level 1: UNIT IND AUTOMAT//DIFFERENTIAL FLATNESS//FLATNESS

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
19987 481 21.2 31%



Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes

The table includes all classes above and classes immediately below the current class.



Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
74 3       AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//AUTOMATICA 82579
2787 2             BIFURCATION CONTROL//NORMAL FORM//UNIT IND AUTOMAT 3108
19987 1                   UNIT IND AUTOMAT//DIFFERENTIAL FLATNESS//FLATNESS 481

Terms with highest relevance score



rank Term termType Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 UNIT IND AUTOMAT address 844153 5% 53% 25
2 DIFFERENTIAL FLATNESS authKW 754959 7% 34% 35
3 FLATNESS authKW 332369 9% 13% 41
4 FLAT OUTPUT authKW 285666 1% 75% 6
5 CHAIR MECHATRON address 253912 2% 33% 12
6 REGELUNGS STEUERUNGSTHEORIE address 214550 3% 26% 13
7 DIFFERENTIAL FLATNESS THEORY authKW 175790 1% 46% 6
8 DERIVATIVE FREE NONLINEAR KALMAN FILTER authKW 169283 1% 67% 4
9 PFAFFIAN SYSTEMS authKW 145090 2% 29% 8
10 CROWD BEHAVIOR DYNAMICS authKW 142833 1% 75% 3

Web of Science journal categories



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 Automation & Control Systems 23201 45% 0% 218
2 Mathematics 1572 26% 0% 123
3 Mathematics, Applied 1016 19% 0% 92
4 Robotics 687 4% 0% 17
5 Operations Research & Management Science 415 7% 0% 34
6 Computer Science, Artificial Intelligence 227 6% 0% 30
7 Computer Science, Information Systems 197 6% 0% 28
8 Instruments & Instrumentation 180 7% 0% 33
9 Computer Science, Cybernetics 137 2% 0% 8
10 Engineering, Electrical & Electronic 130 12% 0% 58

Address terms



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 UNIT IND AUTOMAT 844153 5% 53% 25
2 CHAIR MECHATRON 253912 2% 33% 12
3 REGELUNGS STEUERUNGSTHEORIE 214550 3% 26% 13
4 REGELUNGSTECH PROZESSAUTOMATISIERUNG 81616 1% 43% 3
5 LAND OPERAT 66590 2% 13% 8
6 ABT BRENNSTOFFZELLENANTRIEBE 63482 0% 100% 1
7 AUTOMAT CONTROL LARA 63482 0% 100% 1
8 CHAIR MECH CONTROL PROC 63482 0% 100% 1
9 COMMAND CONTROL JOINT OPERAT ANAL 63482 0% 100% 1
10 CS ESM 63482 0% 100% 1

Journals



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 AT-AUTOMATISIERUNGSTECHNIK 84017 6% 5% 28
2 LECTURE NOTES IN CONTROL AND INFORMATION SCIENCES 13819 5% 1% 24
3 INTERNATIONAL JOURNAL OF CONTROL 10673 7% 1% 33
4 DIFFERENTIAL EQUATIONS 9774 5% 1% 24
5 SYSTEMS & CONTROL LETTERS 6253 4% 0% 20
6 MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS 4496 1% 1% 6
7 INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE 3291 1% 1% 6
8 ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS 2896 1% 1% 6
9 INTERNATIONAL JOURNAL OF HUMANOID ROBOTICS 1599 1% 1% 3
10 DYNAMICS AND CONTROL 1593 0% 1% 2

Author Key Words



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
LCSH search Wikipedia search
1 DIFFERENTIAL FLATNESS 754959 7% 34% 35 Search DIFFERENTIAL+FLATNESS Search DIFFERENTIAL+FLATNESS
2 FLATNESS 332369 9% 13% 41 Search FLATNESS Search FLATNESS
3 FLAT OUTPUT 285666 1% 75% 6 Search FLAT+OUTPUT Search FLAT+OUTPUT
4 DIFFERENTIAL FLATNESS THEORY 175790 1% 46% 6 Search DIFFERENTIAL+FLATNESS+THEORY Search DIFFERENTIAL+FLATNESS+THEORY
5 DERIVATIVE FREE NONLINEAR KALMAN FILTER 169283 1% 67% 4 Search DERIVATIVE+FREE+NONLINEAR+KALMAN+FILTER Search DERIVATIVE+FREE+NONLINEAR+KALMAN+FILTER
6 PFAFFIAN SYSTEMS 145090 2% 29% 8 Search PFAFFIAN+SYSTEMS Search PFAFFIAN+SYSTEMS
7 CROWD BEHAVIOR DYNAMICS 142833 1% 75% 3 Search CROWD+BEHAVIOR+DYNAMICS Search CROWD+BEHAVIOR+DYNAMICS
8 GOURSAT FLAG 142833 1% 75% 3 Search GOURSAT+FLAG Search GOURSAT+FLAG
9 CONFIGURATION FLATNESS 126964 0% 100% 2 Search CONFIGURATION+FLATNESS Search CONFIGURATION+FLATNESS
10 CONTROLLER NORMAL FORM 126964 0% 100% 2 Search CONTROLLER+NORMAL+FORM Search CONTROLLER+NORMAL+FORM

Core articles

The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.



Rank Reference # ref.
in cl.
Shr. of ref. in
cl.
Citations
1 LI, SJ , NICOLAU, F , RESPONDEK, W , (2016) MULTI-INPUT CONTROL-AFFINE SYSTEMS STATIC FEEDBACK EQUIVALENT TO A TRIANGULAR FORM AND THEIR FLATNESS.INTERNATIONAL JOURNAL OF CONTROL. VOL. 89. ISSUE 1. P. 1 -24 12 100% 0
2 PELLETIER, F , SLAYMAN, M , (2014) CONFIGURATIONS OF AN ARTICULATED ARM AND SINGULARITIES OF SPECIAL MULTI-FLAGS.SYMMETRY INTEGRABILITY AND GEOMETRY-METHODS AND APPLICATIONS. VOL. 10. ISSUE . P. - 11 100% 1
3 MEURER, T , KUGI, A , (2009) TRAJECTORY PLANNING FOR BOUNDARY CONTROLLED PARABOLIC PDES WITH VARYING PARAMETERS ON HIGHER-DIMENSIONAL SPATIAL DOMAINS.IEEE TRANSACTIONS ON AUTOMATIC CONTROL. VOL. 54. ISSUE 8. P. 1854-1868 12 100% 10
4 BOUOUDEN, S , BOUTAT, D , ZHENG, G , BARBOT, JP , KRATZ, F , (2011) A TRIANGULAR CANONICAL FORM FOR A CLASS OF 0-FLAT NONLINEAR SYSTEMS.INTERNATIONAL JOURNAL OF CONTROL. VOL. 84. ISSUE 2. P. 261 -269 12 75% 57
5 VERHOEVEN, G , ANTRITTER, F , (2013) A TOOL FOR AUTOMIZED FLATNESS ANALYSIS OF NONLINEAR CONTROL SYSTEMS.AT-AUTOMATISIERUNGSTECHNIK. VOL. 61. ISSUE 1. P. 60-71 11 92% 1
6 SCHORKHUBER, B , MEURER, T , JUNGEL, A , (2013) FLATNESS OF SEMILINEAR PARABOLIC PDES-A GENERALIZED CAUCHY-KOWALEVSKI APPROACH.IEEE TRANSACTIONS ON AUTOMATIC CONTROL. VOL. 58. ISSUE 9. P. 2277-2291 13 76% 3
7 LEVINE, J , (2011) ON NECESSARY AND SUFFICIENT CONDITIONS FOR DIFFERENTIAL FLATNESS.APPLICABLE ALGEBRA IN ENGINEERING COMMUNICATION AND COMPUTING. VOL. 22. ISSUE 1. P. 47 -90 12 67% 69
8 LI, SJ , RESPONDEK, W , (2011) THE GEOMETRY, CONTROLLABILITY, AND FLATNESS PROPERTY OF THE N-BAR SYSTEM.INTERNATIONAL JOURNAL OF CONTROL. VOL. 84. ISSUE 5. P. 834 -850 11 85% 4
9 MEURER, T , (2011) FLATNESS-BASED TRAJECTORY PLANNING FOR DIFFUSION-REACTION SYSTEMS IN A PARALLELEPIPEDON-A SPECTRAL APPROACH.AUTOMATICA. VOL. 47. ISSUE 5. P. 935-949 13 68% 13
10 FRITZSCHE, K , FRANKE, M , KNOLL, C , ROBENACK, K , (2016) ON THE SYSTEMATIC COMPUTATION OF FLAT OUTPUTS FOR NONLINEAR SYSTEMS WITH MULTIPLE INPUTS.AT-AUTOMATISIERUNGSTECHNIK. VOL. 64. ISSUE 12. P. 948 -960 9 90% 0

Classes with closest relation at Level 1



Rank Class id link
1 13254 NEAR CONTROLLABILITY//DISCRETE TIME BILINEAR SYSTEMS//TRANSFER EQUIVALENCE
2 22851 BIFURCATION CONTROL//CONTROL BIFURCATIONS//FEEDBACK CLASSIFICATION
3 23947 GRONWALL CONJECTURE//LAGRANGE GRASSMANNIAN//TANAKA ALGEBRA
4 6056 NONHOLONOMIC SYSTEMS//WHEELED MOBILE ROBOT//MOBILE MANIPULATOR
5 29071 DYNAMICAL SYSTEMS METHOD DSM//INTEGRO INTERPOLATION//NUMERICAL DIFFERENTIATION
6 14127 QUADRATIC DIFFERENTIAL FORMS//BEHAVIORAL APPROACH//MULTIDIMENSIONAL SYSTEMS
7 26923 METHODS MATH MODELS PL SCI//GEOMETRY OF PARTIAL DIFFERENTIAL EQUATIONS//BORDISMS GROUPS IN PDES
8 10006 NONLINEAR OBSERVER//EXPONENTIAL OBSERVERS//HIGH GAIN OBSERVER
9 36343 RESET CONTROL//RESET CONTROL SYSTEMS//RESET LAW
10 37328 ACTIVATION MECHANISMS AND REGULATION//ADAPTIVE RANDOM SEARCH TECHNIQUE//AGONISTIC ANTAGONISTIC MODELS

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