Class information for:
Level 1: NONINTRUSIVE LOAD MONITORING//LOAD SIGNATURE//NONINTRUSIVE LOAD MONITORING NILM

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
27955 217 24.8 43%


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
24 4 ENGINEERING, ELECTRICAL & ELECTRONIC//IEEE TRANSACTIONS ON POWER SYSTEMS//IEEE TRANSACTIONS ON POWER ELECTRONICS 122956
125 3       IEEE TRANSACTIONS ON POWER SYSTEMS//IEEE TRANSACTIONS ON POWER ELECTRONICS//ENGINEERING, ELECTRICAL & ELECTRONIC 67681
1500 2             POWER QUALITY//HARMONICS//IEEE TRANSACTIONS ON POWER DELIVERY 7562
27955 1                   NONINTRUSIVE LOAD MONITORING//LOAD SIGNATURE//NONINTRUSIVE LOAD MONITORING NILM 217

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 NONINTRUSIVE LOAD MONITORING authKW 3804185 13% 97% 28
2 LOAD SIGNATURE authKW 2251457 7% 100% 16
3 NONINTRUSIVE LOAD MONITORING NILM authKW 2119017 7% 94% 16
4 LOAD DISAGGREGATION authKW 1723769 6% 88% 14
5 NON INTRUSIVE APPLIANCE LOAD MONITORING authKW 1000646 4% 89% 8
6 ENERGY DISAGGREGATION authKW 861884 3% 88% 7
7 APPLIANCE IDENTIFICATION authKW 562864 2% 100% 4
8 APPLIANCES IDENTIFICATION authKW 281432 1% 100% 2
9 BI LEVEL STRUCTURE authKW 281432 1% 100% 2
10 COMMITTEE DECISION MECHANISM authKW 281432 1% 100% 2

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 Engineering, Electrical & Electronic 2557 63% 0% 136
2 Telecommunications 2329 28% 0% 60
3 Energy & Fuels 511 16% 0% 35
4 Computer Science, Information Systems 361 11% 0% 24
5 Construction & Building Technology 296 6% 0% 14
6 Instruments & Instrumentation 217 11% 0% 23
7 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY 201 4% 0% 9
8 Engineering, Civil 151 8% 0% 17
9 Computer Science, Artificial Intelligence 94 6% 0% 13
10 Engineering, General 63 5% 0% 10

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 DPTO ARQUITECTURA COMP ELECT TECNOL ELECT 140716 0% 100% 1
2 EMBEDDED SEGMENT GRP 140716 0% 100% 1
3 ENERGY ENGN BUILT ENVIRONM 140716 0% 100% 1
4 INFORMAT SYST TELECOMMUN AREA 140716 0% 100% 1
5 INFORMAT SYST TELECOMMUN BUSINESS AREA 140716 0% 100% 1
6 MECHATRON MECHATRON 140716 0% 100% 1
7 PROGRAM DEV DIRECTORATE 140716 0% 100% 1
8 TECHNOL DEV TRANSFER OFF 140716 0% 100% 1
9 LIARA 80406 1% 29% 2
10 BUENOS AI 70357 0% 50% 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 IEEE TRANSACTIONS ON SMART GRID 61638 12% 2% 26
2 IEEE TRANSACTIONS ON CONSUMER ELECTRONICS 35738 16% 1% 35
3 SCIENTIFIC DATA 3158 1% 1% 2
4 ENERGY AND BUILDINGS 3077 6% 0% 12
5 ENERGY EFFICIENCY 3038 1% 1% 3
6 IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2890 2% 0% 5
7 ACM TRANSACTIONS ON SENSOR NETWORKS 2834 1% 1% 3
8 IEEE PERVASIVE COMPUTING 2735 1% 1% 3
9 IEEE INTERNET OF THINGS JOURNAL 2412 1% 1% 2
10 PERVASIVE AND MOBILE COMPUTING 2393 1% 1% 3

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 NONINTRUSIVE LOAD MONITORING 3804185 13% 97% 28 Search NONINTRUSIVE+LOAD+MONITORING Search NONINTRUSIVE+LOAD+MONITORING
2 LOAD SIGNATURE 2251457 7% 100% 16 Search LOAD+SIGNATURE Search LOAD+SIGNATURE
3 NONINTRUSIVE LOAD MONITORING NILM 2119017 7% 94% 16 Search NONINTRUSIVE+LOAD+MONITORING+NILM Search NONINTRUSIVE+LOAD+MONITORING+NILM
4 LOAD DISAGGREGATION 1723769 6% 88% 14 Search LOAD+DISAGGREGATION Search LOAD+DISAGGREGATION
5 NON INTRUSIVE APPLIANCE LOAD MONITORING 1000646 4% 89% 8 Search NON+INTRUSIVE+APPLIANCE+LOAD+MONITORING Search NON+INTRUSIVE+APPLIANCE+LOAD+MONITORING
6 ENERGY DISAGGREGATION 861884 3% 88% 7 Search ENERGY+DISAGGREGATION Search ENERGY+DISAGGREGATION
7 APPLIANCE IDENTIFICATION 562864 2% 100% 4 Search APPLIANCE+IDENTIFICATION Search APPLIANCE+IDENTIFICATION
8 APPLIANCES IDENTIFICATION 281432 1% 100% 2 Search APPLIANCES+IDENTIFICATION Search APPLIANCES+IDENTIFICATION
9 BI LEVEL STRUCTURE 281432 1% 100% 2 Search BI+LEVEL+STRUCTURE Search BI+LEVEL+STRUCTURE
10 COMMITTEE DECISION MECHANISM 281432 1% 100% 2 Search COMMITTEE+DECISION+MECHANISM Search COMMITTEE+DECISION+MECHANISM

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 TABATABAEI, SM , DICK, S , XU, WS , (2017) TOWARD NON-INTRUSIVE LOAD MONITORING VIA MULTI-LABEL CLASSIFICATION.IEEE TRANSACTIONS ON SMART GRID. VOL. 8. ISSUE 1. P. 26 -40 44 77% 0
2 ZOHA, A , GLUHAK, A , IMRAN, MA , RAJASEGARAR, S , (2012) NON-INTRUSIVE LOAD MONITORING APPROACHES FOR DISAGGREGATED ENERGY SENSING: A SURVEY.SENSORS. VOL. 12. ISSUE 12. P. 16838-16866 22 79% 102
3 ESA, NF , ABDULLAH, MP , HASSAN, MY , (2016) A REVIEW DISAGGREGATION METHOD IN NON-INTRUSIVE APPLIANCE LOAD MONITORING.RENEWABLE & SUSTAINABLE ENERGY REVIEWS. VOL. 66. ISSUE . P. 163 -173 21 84% 1
4 ZEIFMAN, M , ROTH, K , (2011) NONINTRUSIVE APPLIANCE LOAD MONITORING: REVIEW AND OUTLOOK.IEEE TRANSACTIONS ON CONSUMER ELECTRONICS. VOL. 57. ISSUE 1. P. 76-84 16 84% 158
5 GILLIS, JM , ALSHAREEF, SM , MORSI, WG , (2016) NONINTRUSIVE LOAD MONITORING USING WAVELET DESIGN AND MACHINE LEARNING.IEEE TRANSACTIONS ON SMART GRID. VOL. 7. ISSUE 1. P. 320 -328 15 88% 4
6 DINESH, C , NETTASINGHE, BW , GODALIYADDA, RI , EKANAYAKE, MPB , EKANAYAKE, J , WIJAYAKULASOORIYA, JV , (2016) RESIDENTIAL APPLIANCE IDENTIFICATION BASED ON SPECTRAL INFORMATION OF LOW FREQUENCY SMART METER MEASUREMENTS.IEEE TRANSACTIONS ON SMART GRID. VOL. 7. ISSUE 6. P. 2781 -2792 17 81% 0
7 AHMADI, H , MARTI, JR , (2015) LOAD DECOMPOSITION AT SMART METERS LEVEL USING EIGENLOADS APPROACH.IEEE TRANSACTIONS ON POWER SYSTEMS. VOL. 30. ISSUE 6. P. 3425 -3436 16 80% 2
8 POCHACKER, M , EGARTER, D , ELMENREICH, W , (2016) PROFICIENCY OF POWER VALUES FOR LOAD DISAGGREGATION.IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. VOL. 65. ISSUE 1. P. 46 -55 11 92% 3
9 CHANG, HH , LIAN, KL , SU, YC , LEE, WJ , (2014) POWER-SPECTRUM-BASED WAVELET TRANSFORM FOR NONINTRUSIVE DEMAND MONITORING AND LOAD IDENTIFICATION.IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. VOL. 50. ISSUE 3. P. 2081 -2089 13 87% 14
10 ARMEL, KC , GUPTA, A , SHRIMALI, G , ALBERT, A , (2013) IS DISAGGREGATION THE HOLY GRAIL OF ENERGY EFFICIENCY? THE CASE OF ELECTRICITY.ENERGY POLICY. VOL. 52. ISSUE . P. 213-234 16 55% 74

Classes with closest relation at Level 1


Rank Class id link
1 13742 CYBER SECURITY//SMART GRID//FALSE DATA INJECTION ATTACK
2 2384 DEMAND RESPONSE//SMART GRID//DEMAND SIDE MANAGEMENT
3 32876 STRAY VOLTAGE//MILKLINES//MILKING MACHINES
4 15480 HOME NETWORK//OSGI//RESIDENTIAL GATEWAY
5 833 ENERGY AND BUILDINGS//CONSTRUCTION & BUILDING TECHNOLOGY//OCCUPANT BEHAVIOR
6 14112 POWER QUALITY//POWER QUALITY DISTURBANCES//S TRANSFORM
7 33552 FIELD MILL//ELECTROSTATIC FIELDMETERS//SAWYER TOWER ST CIRCUIT
8 33171 CAPACITOR SWITCHING//SHUNT CAPACITOR BANKS//CAPACITOR SWITCHING TRANSIENTS
9 25533 SOCIAL PRACTICE THEORY//SOCIAL PRACTICES//CLIMATE CHAMPION
10 31359 CLOUD ENERGY MANAGEMENT SERVICE CLOUD EMS//GROWTH STANDARD CONDITIONS//PLANT GROWTH EQUATION

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