Class information for:
Level 2: MODEL PREDICTIVE CONTROL//JOURNAL OF PROCESS CONTROL//DATA RECONCILIATION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
1367 7758 22.3 49%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
122 65933 AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//INTERNATIONAL JOURNAL OF CONTROL

Classes in level below (level 1)


ID, lev. below Publications Label for level below
2028 2317 MODEL PREDICTIVE CONTROL//PREDICTIVE CONTROL//RECEDING HORIZON CONTROL
9088 1122 GENERIC MODEL CONTROL//GLOBAL POLICY LEARNING//LOCAL EXPERIENCE LEARNING
9299 1101 EXPONENTIAL OBSERVERS//NONLINEAR OBSERVERS//NONLINEAR OBSERVER
14554 696 ITERATIVE DYNAMIC PROGRAMMING//SINGLE SHOOTING//CONTROL VECTOR PARAMETRIZATION
15881 617 DATA RECONCILIATION//GROSS ERROR DETECTION//DYNAMIC DATA RECONCILIATION
17191 549 STRUCTURAL IDENTIFIABILITY//MIS MATH//UNCONTROLLED SYSTEMS
21902 344 MELT INDEX PREDICTION//GRADE TRANSITION//PROPYLENE POLYMERIZATION INDUSTRY
23168 300 MODIFIER ADAPTATION//ELECT ELE INFORMAT ENGN//REAL TIME OPTIMIZATION
24281 266 TEMPERATURE SCANNING//2 FURYL OXIRANE//EXTENTS OF REACTION
27798 181 EXTREMUM SEEKING//EXTREMUM SEEKING CONTROL//EXTREMUM SEEKING ES
28524 167 DIAZOAMINODERIVATIVES//STACKED NEURAL NETWORKS//DIRECT AND INVERSE NEURAL NETWORK MODELING
33061 98 HULL AND WHITE//SYNTHESIS OF OPTIMAL SYSTEMS//IMPLEMENTATION ALGORITHM

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 MODEL PREDICTIVE CONTROL Author keyword 145 23% 7% 554
2 JOURNAL OF PROCESS CONTROL Journal 86 20% 5% 376
3 DATA RECONCILIATION Author keyword 73 48% 1% 110
4 PREDICTIVE CONTROL Author keyword 69 17% 5% 369
5 EXTREMUM SEEKING Author keyword 46 58% 1% 52
6 EXPONENTIAL OBSERVERS Author keyword 41 87% 0% 20
7 CONSTRAINED CONTROL Author keyword 40 33% 1% 101
8 GROSS ERROR DETECTION Author keyword 40 66% 0% 37
9 RECEDING HORIZON CONTROL Author keyword 40 35% 1% 91
10 NONLINEAR MODEL PREDICTIVE CONTROL Author keyword 39 34% 1% 95

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 MODEL PREDICTIVE CONTROL 145 23% 7% 554 Search MODEL+PREDICTIVE+CONTROL Search MODEL+PREDICTIVE+CONTROL
2 DATA RECONCILIATION 73 48% 1% 110 Search DATA+RECONCILIATION Search DATA+RECONCILIATION
3 PREDICTIVE CONTROL 69 17% 5% 369 Search PREDICTIVE+CONTROL Search PREDICTIVE+CONTROL
4 EXTREMUM SEEKING 46 58% 1% 52 Search EXTREMUM+SEEKING Search EXTREMUM+SEEKING
5 EXPONENTIAL OBSERVERS 41 87% 0% 20 Search EXPONENTIAL+OBSERVERS Search EXPONENTIAL+OBSERVERS
6 CONSTRAINED CONTROL 40 33% 1% 101 Search CONSTRAINED+CONTROL Search CONSTRAINED+CONTROL
7 GROSS ERROR DETECTION 40 66% 0% 37 Search GROSS+ERROR+DETECTION Search GROSS+ERROR+DETECTION
8 RECEDING HORIZON CONTROL 40 35% 1% 91 Search RECEDING+HORIZON+CONTROL Search RECEDING+HORIZON+CONTROL
9 NONLINEAR MODEL PREDICTIVE CONTROL 39 34% 1% 95 Search NONLINEAR+MODEL+PREDICTIVE+CONTROL Search NONLINEAR+MODEL+PREDICTIVE+CONTROL
10 MELT INDEX PREDICTION 37 100% 0% 14 Search MELT+INDEX+PREDICTION Search MELT+INDEX+PREDICTION

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 RECEDING HORIZON CONTROL 165 47% 3% 261
2 MODEL PREDICTIVE CONTROL 159 25% 7% 543
3 MPC 115 48% 2% 178
4 MATRIX PROJECTION 87 88% 1% 42
5 GROSS ERROR DETECTION 86 77% 1% 59
6 CONSTRAINED LINEAR SYSTEMS 80 62% 1% 82
7 DATA RECONCILIATION 78 56% 1% 94
8 PROCESS FLOW RATES 76 86% 0% 38
9 STRONG ACID EQUIVALENT 65 95% 0% 21
10 OUTPUT INJECTION 51 59% 1% 58

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 JOURNAL OF PROCESS CONTROL 86 20% 5% 376

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Constrained model predictive control: Stability and optimality 2000 2374 59 97%
Architectures for distributed and hierarchical Model Predictive Control - A review 2009 258 54 54%
Distributed model predictive control: A tutorial review and future research directions 2013 32 113 65%
A tutorial review of economic model predictive control methods 2014 8 105 56%
Economic optimization using model predictive control with a terminal cost 2011 42 2 100%
Model Predictive Control: Review of the Three Decades of Development 2011 51 43 84%
Model-based design of experiments for parameter precision: State of the art 2008 151 107 44%
RTO: An overview and assessment of current practice 2011 34 16 81%
Model Predictive Control Tuning Methods: A Review 2010 37 37 65%
Review of the applications of neural networks in chemical process control - simulation and online implementation 1999 162 43 63%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 PROC DYNAM CONTROL GRP 14 59% 0.2% 16
2 INGN SISTEMAS AUTOMAT 9 14% 0.8% 63
3 TECHNOL DEV CHEM IND INTEC 8 50% 0.1% 11
4 ENGN CYBERNET 7 10% 0.8% 65
5 MIS MATH 6 71% 0.1% 5
6 SYST THEORY AUTOMAT CONTROL 6 19% 0.4% 28
7 AVT PROC SYST ENGN 6 31% 0.2% 16
8 SYST THEORY ENGN 6 41% 0.1% 11
9 UNITE RECH CONPRI 6 100% 0.1% 4
10 CHEM PROC MODELING CONTROL 5 37% 0.1% 11

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000027797 FAULT DETECTION//FAULT DETECTION AND ISOLATION//FAULT TOLERANT CONTROL
2 0.0000019912 SUB RIEMANNIAN GEOMETRY//DISCRETE APPROXIMATIONS//STATE CONSTRAINTS
3 0.0000016229 AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//INTERNATIONAL JOURNAL OF CONTROL
4 0.0000015726 ITERATIVE LEARNING CONTROL//ITERATIVE LEARNING CONTROL ILC//REPETITIVE CONTROL
5 0.0000014828 COMPUTERS & CHEMICAL ENGINEERING//REACTIVE DISTILLATION//PROC INTEGRAT
6 0.0000013426 MATEMAT LICADA TECNOL INFORMAC//INTEGRAL ALGEBRAIC EQUATIONS//DIFFERENTIAL ALGEBRAIC EQUATION
7 0.0000013071 REVERSE FLOW REACTOR//REVERSE FLOW REACTORS//REVERSE FLOW OPERATION
8 0.0000011794 BIOTECHNOLOGY AND BIOENGINEERING//MAMMALIAN CELL CULTURE//HYBRIDOMA
9 0.0000010571 IRRIGATION CANALS//CANALS//OPEN CHANNEL SYSTEM
10 0.0000010548 RUNAWAY REACTIONS//VENT SIZING PACKAGE 2 VSP2//RUNAWAY REACTION