Class information for:
Level 1: GENERIC MODEL CONTROL//GLOBAL POLICY LEARNING//LOCAL EXPERIENCE LEARNING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
9088 1122 20.9 51%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1367 7758 MODEL PREDICTIVE CONTROL//JOURNAL OF PROCESS CONTROL//DATA RECONCILIATION

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 GENERIC MODEL CONTROL Author keyword 15 47% 2% 23
2 GLOBAL POLICY LEARNING Author keyword 8 100% 0% 5
3 LOCAL EXPERIENCE LEARNING Author keyword 8 100% 0% 5
4 PROC DYNAM CONTROL GRP Address 7 44% 1% 12
5 STEEL PICKLING PROCESS Author keyword 6 80% 0% 4
6 INPUT OUTPUT LINEARIZATION Author keyword 5 17% 2% 24
7 NONLINEAR PROCESS CONTROL Author keyword 4 33% 1% 11
8 CHEMICAL REACTOR CONTROL Author keyword 4 75% 0% 3
9 I O LINEARIZATION Author keyword 4 56% 0% 5
10 POLYMERIZATION REACTOR Author keyword 4 25% 1% 14

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 GENERIC MODEL CONTROL 15 47% 2% 23 Search GENERIC+MODEL+CONTROL Search GENERIC+MODEL+CONTROL
2 GLOBAL POLICY LEARNING 8 100% 0% 5 Search GLOBAL+POLICY+LEARNING Search GLOBAL+POLICY+LEARNING
3 LOCAL EXPERIENCE LEARNING 8 100% 0% 5 Search LOCAL+EXPERIENCE+LEARNING Search LOCAL+EXPERIENCE+LEARNING
4 STEEL PICKLING PROCESS 6 80% 0% 4 Search STEEL+PICKLING+PROCESS Search STEEL+PICKLING+PROCESS
5 INPUT OUTPUT LINEARIZATION 5 17% 2% 24 Search INPUT+OUTPUT+LINEARIZATION Search INPUT+OUTPUT+LINEARIZATION
6 NONLINEAR PROCESS CONTROL 4 33% 1% 11 Search NONLINEAR+PROCESS+CONTROL Search NONLINEAR+PROCESS+CONTROL
7 CHEMICAL REACTOR CONTROL 4 75% 0% 3 Search CHEMICAL+REACTOR+CONTROL Search CHEMICAL+REACTOR+CONTROL
8 I O LINEARIZATION 4 56% 0% 5 Search I+O+LINEARIZATION Search I+O+LINEARIZATION
9 POLYMERIZATION REACTOR 4 25% 1% 14 Search POLYMERIZATION+REACTOR Search POLYMERIZATION+REACTOR
10 PH PROCESS 4 32% 1% 10 Search PH+PROCESS Search PH+PROCESS

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 STRONG ACID EQUIVALENT 65 95% 2% 21
2 INPUT OUTPUT LINEARIZATION 27 37% 5% 58
3 GEOMETRIC METHODS 19 48% 3% 30
4 GENERIC MODEL CONTROL 12 50% 2% 17
5 NONLINEAR PROCESS CONTROL 11 57% 1% 13
6 FUZZY CONTROL METHOD 9 83% 0% 5
7 NEUTRALIZATION PROCESS 9 67% 1% 8
8 HABITUATING CONTROL 6 80% 0% 4
9 NONLINEAR STATE FEEDBACK 6 80% 0% 4
10 STATE FEEDBACK SYNTHESIS 6 100% 0% 4

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Review of the applications of neural networks in chemical process control - simulation and online implementation 1999 162 43 51%
Applications of artificial neural networks in chemical engineering 2000 75 91 27%
NONLINEAR CONTROL OF CHEMICAL PROCESSES - A REVIEW 1991 283 121 48%
GEOMETRIC METHODS FOR NONLINEAR PROCESS-CONTROL .1. BACKGROUND 1990 163 46 76%
GEOMETRIC METHODS FOR NONLINEAR PROCESS-CONTROL .2. CONTROLLER SYNTHESIS 1990 76 36 53%
Applications of artificial neural networks in chemical technology 1999 0 13 54%
Optimal temperature control in a batch polymerization reactor using fuzzy-relational models-dynamics matrix control 2006 9 7 14%
Steady-State Tracking Properties for the Generalized Minimum Variance Controller: A Review, Proportional-Integral-Derivative Tuning, and Applications 2014 0 11 27%
ERROR TRAJECTORY DESCRIPTIONS OF NONLINEAR CONTROLLER DESIGNS 1990 37 36 42%
When health policy is the problem: A report from the field 2005 11 24 4%

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 7 44% 1.1% 12
2 CHEM ENGN UNIV 1 50% 0.1% 1
3 CHOCOLATE BAYOU PLANT 1 50% 0.1% 1
4 CONTROL ENGN COMP ELECT 1 50% 0.1% 1
5 DEV CHIM 1 50% 0.1% 1
6 ENGN SERV AUTOMAT TECHNOL 1 50% 0.1% 1
7 IBB CERENA 1 50% 0.1% 1
8 MIS EA 4029 1 50% 0.1% 1
9 PROC AUTOMAT INFORMATISAT 1 50% 0.1% 1
10 PROGRAM INVEST MATEMAT LICADAS COMPUTAC 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000155820 MODEL PREDICTIVE CONTROL//PREDICTIVE CONTROL//RECEDING HORIZON CONTROL
2 0.0000150716 DIAZOAMINODERIVATIVES//STACKED NEURAL NETWORKS//DIRECT AND INVERSE NEURAL NETWORK MODELING
3 0.0000147078 INFLOW NOISE//GEN CHEM BIOSYST//PHYSIOLOGICAL STATE RECOGNITION
4 0.0000133629 MELT INDEX PREDICTION//GRADE TRANSITION//PROPYLENE POLYMERIZATION INDUSTRY
5 0.0000129299 ITERATIVE DYNAMIC PROGRAMMING//SINGLE SHOOTING//CONTROL VECTOR PARAMETRIZATION
6 0.0000126515 EXPONENTIAL OBSERVERS//NONLINEAR OBSERVERS//NONLINEAR OBSERVER
7 0.0000111224 EXIT TIME PROBLEM//ERROR SQUARED CONTROLLER//PROGRAMA POS STRICTO SENSU MODELAGEM MATEMAT
8 0.0000102011 DEAD TIME COMPENSATORS//AUTOTUNING//RELAY FEEDBACK
9 0.0000096485 CONTROL SURFACE STUCK//REAL TIME PARAMETER ESTIMATION//LIQUID SOLID EXTRUSION
10 0.0000089243 DIFFERENTIAL EQUAT CONTROL//DIFFERENTIAL FLATNESS//REGELUNGS STEUERUNGSTHEORIE