Class information for:
Level 1: MODEL PREDICTIVE CONTROL//RECEDING HORIZON CONTROL//PREDICTIVE CONTROL

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3084 2070 26.6 59%


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
1035 2             MODEL PREDICTIVE CONTROL//AUTOMATION & CONTROL SYSTEMS//JOURNAL OF PROCESS CONTROL 10157
3084 1                   MODEL PREDICTIVE CONTROL//RECEDING HORIZON CONTROL//PREDICTIVE CONTROL 2070

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 MODEL PREDICTIVE CONTROL authKW 1916786 24% 26% 500
2 RECEDING HORIZON CONTROL authKW 544484 4% 42% 87
3 PREDICTIVE CONTROL authKW 533189 11% 16% 228
4 CONSTRAINED CONTROL authKW 528117 5% 38% 95
5 ROBUST MODEL PREDICTIVE CONTROL authKW 524447 2% 83% 43
6 MULTI PARAMETRIC PROGRAMMING authKW 512109 2% 69% 50
7 DISTRIBUTED MODEL PREDICTIVE CONTROL authKW 445252 2% 75% 40
8 NONLINEAR MODEL PREDICTIVE CONTROL authKW 399217 4% 35% 77
9 ECONOMIC MODEL PREDICTIVE CONTROL authKW 290593 1% 73% 27
10 MODEL PREDICTIVE CONTROL MPC authKW 276575 4% 20% 93

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 231171 69% 1% 1423
2 Engineering, Electrical & Electronic 9398 40% 0% 829
3 Engineering, Chemical 5045 21% 0% 443
4 Operations Research & Management Science 4210 11% 0% 219
5 Mathematics, Applied 1369 11% 0% 235
6 Instruments & Instrumentation 802 7% 0% 144
7 Computer Science, Interdisciplinary Applications 541 5% 0% 103
8 Robotics 497 1% 0% 31
9 Engineering, General 403 4% 0% 80
10 Computer Science, Cybernetics 227 1% 0% 22

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 INGN SISTEMAS AUTOMAT 109557 3% 12% 62
2 TECHNOL DEV CHEM IND INTEC 103850 1% 54% 13
3 SYST THEORY AUTOMAT CONTROL 78499 1% 18% 30
4 ENGN CYBERNET 64589 3% 8% 56
5 AUTOMAT CONTROL 59126 6% 3% 121
6 SYST THEORY ENGN 54616 0% 37% 10
7 AIRCRAFT PARTS TECH 44249 0% 100% 3
8 CONTROL R 44249 0% 100% 3
9 EXCELLENCE TECHNOL PLICAT IND AUTOMAT 44249 0% 100% 3
10 EXCELLENCE IND CONTROL 39330 0% 67% 4

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 JOURNAL OF PROCESS CONTROL 227211 9% 9% 176
2 AUTOMATICA 151018 14% 4% 283
3 IEEE TRANSACTIONS ON AUTOMATIC CONTROL 55509 10% 2% 203
4 INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL 49018 4% 4% 86
5 INTERNATIONAL JOURNAL OF CONTROL 21366 5% 2% 97
6 SYSTEMS & CONTROL LETTERS 18809 3% 2% 72
7 IET CONTROL THEORY AND APPLICATIONS 16479 2% 2% 51
8 COMPUTERS & CHEMICAL ENGINEERING 16455 4% 1% 85
9 EUROPEAN JOURNAL OF CONTROL 14829 1% 4% 28
10 OPTIMAL CONTROL APPLICATIONS & METHODS 12621 1% 3% 30

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 MODEL PREDICTIVE CONTROL 1916786 24% 26% 500 Search MODEL+PREDICTIVE+CONTROL Search MODEL+PREDICTIVE+CONTROL
2 RECEDING HORIZON CONTROL 544484 4% 42% 87 Search RECEDING+HORIZON+CONTROL Search RECEDING+HORIZON+CONTROL
3 PREDICTIVE CONTROL 533189 11% 16% 228 Search PREDICTIVE+CONTROL Search PREDICTIVE+CONTROL
4 CONSTRAINED CONTROL 528117 5% 38% 95 Search CONSTRAINED+CONTROL Search CONSTRAINED+CONTROL
5 ROBUST MODEL PREDICTIVE CONTROL 524447 2% 83% 43 Search ROBUST+MODEL+PREDICTIVE+CONTROL Search ROBUST+MODEL+PREDICTIVE+CONTROL
6 MULTI PARAMETRIC PROGRAMMING 512109 2% 69% 50 Search MULTI+PARAMETRIC+PROGRAMMING Search MULTI+PARAMETRIC+PROGRAMMING
7 DISTRIBUTED MODEL PREDICTIVE CONTROL 445252 2% 75% 40 Search DISTRIBUTED+MODEL+PREDICTIVE+CONTROL Search DISTRIBUTED+MODEL+PREDICTIVE+CONTROL
8 NONLINEAR MODEL PREDICTIVE CONTROL 399217 4% 35% 77 Search NONLINEAR+MODEL+PREDICTIVE+CONTROL Search NONLINEAR+MODEL+PREDICTIVE+CONTROL
9 ECONOMIC MODEL PREDICTIVE CONTROL 290593 1% 73% 27 Search ECONOMIC+MODEL+PREDICTIVE+CONTROL Search ECONOMIC+MODEL+PREDICTIVE+CONTROL
10 MODEL PREDICTIVE CONTROL MPC 276575 4% 20% 93 Search MODEL+PREDICTIVE+CONTROL+MPC Search MODEL+PREDICTIVE+CONTROL+MPC

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 MAYNE, DQ , (2014) MODEL PREDICTIVE CONTROL: RECENT DEVELOPMENTS AND FUTURE PROMISE.AUTOMATICA. VOL. 50. ISSUE 12. P. 2967 -2986 80 82% 84
2 MAYNE, DQ , RAWLINGS, JB , RAO, CV , SCOKAERT, POM , (2000) CONSTRAINED MODEL PREDICTIVE CONTROL: STABILITY AND OPTIMALITY.AUTOMATICA. VOL. 36. ISSUE 6. P. 789 -814 48 81% 2939
3 CHRISTOFIDES, PD , SCATTOLINI, R , DE LA PENA, DM , LIU, JF , (2013) DISTRIBUTED MODEL PREDICTIVE CONTROL: A TUTORIAL REVIEW AND FUTURE RESEARCH DIRECTIONS.COMPUTERS & CHEMICAL ENGINEERING. VOL. 51. ISSUE . P. 21 -41 78 69% 101
4 OBERDIECK, R , DIANGELAKIS, NA , NASCU, I , PAPATHANASIOU, MM , SUN, MX , AURAAMIDOU, S , PISTIKOPOULOS, EN , (2016) ON MULTI-PARAMETRIC PROGRAMMING AND ITS APPLICATIONS IN PROCESS SYSTEMS ENGINEERING.CHEMICAL ENGINEERING RESEARCH & DESIGN. VOL. 116. ISSUE . P. 61 -82 104 61% 0
5 OBERDIECK, R , DIANGELAKIS, NA , PAPATHANASIOU, MM , NASCU, I , PISTIKOPOULOS, EN , (2016) POP - PARAMETRIC OPTIMIZATION TOOLBOX.INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. VOL. 55. ISSUE 33. P. 8979 -8991 67 75% 0
6 ELLIS, M , DURAND, H , CHRISTOFIDES, PD , (2014) A TUTORIAL REVIEW OF ECONOMIC MODEL PREDICTIVE CONTROL METHODS.JOURNAL OF PROCESS CONTROL. VOL. 24. ISSUE 8. P. 1156 -1178 58 55% 55
7 GARONE, E , DI CAIRANO, S , KOLMANOVSKY, I , (2017) REFERENCE AND COMMAND GOVERNORS FOR SYSTEMS WITH CONSTRAINTS: A SURVEY ON THEORY AND APPLICATIONS.AUTOMATICA. VOL. 75. ISSUE . P. 306 -328 64 67% 0
8 WOLF, IJ , MARQUARDT, W , (2016) FAST NMPC SCHEMES FOR REGULATORY AND ECONOMIC NMPC - A REVIEW.JOURNAL OF PROCESS CONTROL. VOL. 44. ISSUE . P. 162 -183 49 84% 0
9 LEE, JH , (2011) MODEL PREDICTIVE CONTROL: REVIEW OF THE THREE DECADES OF DEVELOPMENT.INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS. VOL. 9. ISSUE 3. P. 415 -424 36 80% 103
10 HE, DF , HUANG, H , CHEN, QX , (2014) QUASI-MINMAX MPC FOR CONSTRAINED NONLINEAR SYSTEMS WITH GUARANTEED INPUT-TO-STATE STABILITY.JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS. VOL. 351. ISSUE 6. P. 3405-3423 30 97% 6

Classes with closest relation at Level 1


Rank Class id link
1 18018 GENERALIZED PREDICTIVE CONTROL//PREDICTIVE CONTROL//PACKED DISTILLATION COLUMN
2 26001 MOVING HORIZON ESTIMATION//CONSTRAINED STATE ESTIMATION//MOVING HORIZON ESTIMATION MHE
3 9201 ANTI WINDUP//ACTUATOR SATURATION//INPUT SATURATION
4 5670 GENERIC MODEL CONTROL//DYNAMIC MATRIX CONTROL//PH CONTROL
5 11180 PLANTWIDE CONTROL//CONTROL STRUCTURE SELECTION//SELF OPTIMIZING CONTROL
6 31501 SOLAR POWER PLANT//DISTRIBUTED COLLECTOR FIELD//ABOVEGROUND PIPELINE
7 27664 CROSS DIRECTION//CROSS DIRECTIONAL CONTROL//CROSS DIRECTIONAL CD CONTROL
8 18467 CONTROL PERFORMANCE MONITORING//CONTROL PERFORMANCE ASSESSMENT//CONTROL LOOP PERFORMANCE
9 18243 FINDING ALL SOLUTIONS//DC ANALYSIS//DC OPERATING POINT
10 22422 ENVIRONM SYST STAT//NON MINIMAL STATE SPACE//CLOSED LOOP CONTROL PERFORMANCE

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