Class information for:
Level 1: SOFT SENSOR//PROCESS MONITORING//FAULT DETECTION

Basic class information
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
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
151 3       AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//INTERNATIONAL JOURNAL OF CONTROL 64927
2593 2             DATA RECONCILIATION//SOFT SENSOR//PROCESS MONITORING 3889
1718 1                   SOFT SENSOR//PROCESS MONITORING//FAULT DETECTION 2543

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SOFT SENSOR authKW 934853 7% 44% 170
2 PROCESS MONITORING authKW 728248 10% 23% 252
3 FAULT DETECTION authKW 512160 12% 13% 314
4 TENNESSEE EASTMAN PROCESS authKW 432558 2% 73% 48
5 IND PROC CONTROL address 430016 4% 37% 95
6 STATE IND CONTROL TECHNOL address 365164 7% 16% 186
7 BATCH PROCESS MONITORING authKW 333915 1% 84% 32
8 CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS journal 293930 11% 9% 279
9 MULTIVARIATE STATISTICAL PROCESS CONTROL authKW 273598 2% 39% 56
10 BATCH PROCESS authKW 264026 4% 21% 102

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Automation & Control Systems 75512 36% 1% 916
2 Engineering, Chemical 38328 51% 0% 1298
3 Computer Science, Artificial Intelligence 14090 20% 0% 506
4 Mathematics, Interdisciplinary Applications 12532 16% 0% 413
5 Statistics & Probability 9919 16% 0% 396
6 Instruments & Instrumentation 9374 20% 0% 498
7 Chemistry, Analytical 3068 16% 0% 408
8 Computer Science, Interdisciplinary Applications 2875 10% 0% 245
9 Engineering, General 912 5% 0% 129
10 Engineering, Electrical & Electronic 589 11% 0% 291

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IND PROC CONTROL 430016 4% 37% 95
2 STATE IND CONTROL TECHNOL 365164 7% 16% 186
3 ADV CONTROL OPTIMIZAT CHEM PROC 215887 4% 19% 91
4 STATE SYNTH AUTOMAT PROC IND 185876 1% 100% 15
5 PROC ANALYT CONTROL TECHNOL 152349 1% 36% 34
6 INTELLIGENT SYST CONTROL GRP 133946 1% 54% 20
7 ENGN PROC EQUIPMENT REMFG 127887 1% 61% 17
8 HGUM 63727 0% 86% 6
9 MCMASTER ADV CONTROL CONSORTIUM 58998 0% 48% 10
10 POLYMER PROC SYST 49563 0% 67% 6

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 293930 11% 9% 279
2 JOURNAL OF PROCESS CONTROL 253666 8% 10% 206
3 COMPUTERS & CHEMICAL ENGINEERING 70610 8% 3% 194
4 JOURNAL OF CHEMOMETRICS 66215 3% 6% 87
5 INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 49687 13% 1% 336
6 CONTROL ENGINEERING PRACTICE 28806 3% 3% 87
7 AICHE JOURNAL 24793 6% 1% 143
8 CHINESE JOURNAL OF CHEMICAL ENGINEERING 16788 3% 2% 64
9 ISA TRANSACTIONS 9830 2% 2% 40
10 CHEMICAL ENGINEERING RESEARCH & DESIGN 5379 2% 1% 47

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SOFT SENSOR 934853 7% 44% 170 Search SOFT+SENSOR Search SOFT+SENSOR
2 PROCESS MONITORING 728248 10% 23% 252 Search PROCESS+MONITORING Search PROCESS+MONITORING
3 FAULT DETECTION 512160 12% 13% 314 Search FAULT+DETECTION Search FAULT+DETECTION
4 TENNESSEE EASTMAN PROCESS 432558 2% 73% 48 Search TENNESSEE+EASTMAN+PROCESS Search TENNESSEE+EASTMAN+PROCESS
5 BATCH PROCESS MONITORING 333915 1% 84% 32 Search BATCH+PROCESS+MONITORING Search BATCH+PROCESS+MONITORING
6 MULTIVARIATE STATISTICAL PROCESS CONTROL 273598 2% 39% 56 Search MULTIVARIATE+STATISTICAL+PROCESS+CONTROL Search MULTIVARIATE+STATISTICAL+PROCESS+CONTROL
7 BATCH PROCESS 264026 4% 21% 102 Search BATCH+PROCESS Search BATCH+PROCESS
8 MULTIPHASE BATCH PROCESS 260226 1% 100% 21 Search MULTIPHASE+BATCH+PROCESS Search MULTIPHASE+BATCH+PROCESS
9 CONTRIBUTION PLOTS 246117 1% 83% 24 Search CONTRIBUTION+PLOTS Search CONTRIBUTION+PLOTS
10 MULTIVARIATE STATISTICAL PROCESS MONITORING 202389 1% 78% 21 Search MULTIVARIATE+STATISTICAL+PROCESS+MONITORING Search MULTIVARIATE+STATISTICAL+PROCESS+MONITORING

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 17847 SIGNED DIRECTED GRAPH//ALARM MANAGEMENT//PLANT ALARM SYSTEM
2 33018 MULTIVARIATE IMAGE ANALYSIS//ANGLE MEASURE TECHNIQUE//ANGLE MEASURE TECHNIQUE AMT
3 2067 MULTIVARIATE CALIBRATION//CALIBRATION TRANSFER//JOURNAL OF CHEMOMETRICS
4 18438 CONTROL PERFORMANCE ASSESSMENT//CONTROL PERFORMANCE MONITORING//CONTROL LOOP PERFORMANCE
5 17025 DATA RECONCILIATION//GROSS ERROR DETECTION//DYNAMIC DATA RECONCILIATION
6 14464 MELT INDEX PREDICTION//GRADE TRANSITION//POLYMERIZATION REACTOR
7 1771 FAULT TOLERANT CONTROL//FAULT DETECTION AND ISOLATION//FAULT DETECTION
8 36475 SUPERVISED KOHONEN NETWORKS//CHEMOMETR//ALPHA HIDDEN MARKOV MODEL ESTIMATION
9 9974 BIOPROCESS ENGINEERING//AUTOMAT CONTROL TECHNOL//SOFTWARE SENSOR
10 14047 RUN TO RUN CONTROL//VIRTUAL METROLOGY//IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

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