Class information for:
Level 1: LOAD FORECASTING//SHORT TERM LOAD FORECASTING//ELECTRIC LOAD FORECASTING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
5908 1560 27.3 52%


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
184 2             IEEE TRANSACTIONS ON POWER SYSTEMS//MICROGRID//SMART GRID 21861
5908 1                   LOAD FORECASTING//SHORT TERM LOAD FORECASTING//ELECTRIC LOAD FORECASTING 1560

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 LOAD FORECASTING authKW 2904462 14% 70% 211
2 SHORT TERM LOAD FORECASTING authKW 2757200 10% 88% 161
3 ELECTRIC LOAD FORECASTING authKW 576479 2% 82% 36
4 SHORT TERM LOAD FORECASTING STLF authKW 250518 1% 80% 16
5 ELECTRICITY LOAD FORECASTING authKW 213114 1% 78% 14
6 ELECTRICITY DEMAND FORECASTING authKW 209694 1% 71% 15
7 LONG TERM LOAD FORECASTING authKW 201311 1% 86% 12
8 ELECTRICITY DEMAND authKW 147418 2% 21% 36
9 SPATIAL LOAD FORECASTING authKW 137006 0% 100% 7
10 LOAD PROFILING authKW 121945 1% 69% 9

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 Energy & Fuels 11751 28% 0% 438
2 Engineering, Electrical & Electronic 8556 44% 0% 682
3 Computer Science, Artificial Intelligence 4826 15% 0% 233
4 Thermodynamics 2446 11% 0% 166
5 Operations Research & Management Science 420 4% 0% 65
6 Engineering, General 401 4% 0% 68
7 Environmental Studies 344 3% 0% 46
8 Automation & Control Systems 239 3% 0% 46
9 Management 188 3% 0% 44
10 Engineering, Chemical 179 6% 0% 92

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 BIGDEAL BIG DATA ENERGY ANALYT 58717 0% 100% 3
2 ENERGY ANALYT 58717 0% 100% 3
3 ENGN MATH SCI CECE 58717 0% 100% 3
4 GRP COMP NETWORKS SOFTWARE ENGN 52190 0% 67% 4
5 EXCELLENCE INTELLIGENT BASED EXPT MECH 42077 1% 13% 16
6 CENT LOAD DISPATCHING 39144 0% 100% 2
7 CHINA PROC OPTIMIZAT INTELLIGENT DECIS 39144 0% 100% 2
8 ENEA ENERGY ENVIRONM MODELLING TECH UNIT 39144 0% 100% 2
9 EREL 39144 0% 100% 2
10 ENERGY MANAGEMENT PLANNING 37946 1% 24% 8

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 POWER SYSTEMS 84508 12% 2% 181
2 INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 39655 6% 2% 94
3 ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS 36201 2% 7% 26
4 ELECTRIC POWER SYSTEMS RESEARCH 30946 5% 2% 84
5 ENERGY 19135 7% 1% 103
6 ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY 15318 1% 4% 21
7 IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION 12833 2% 2% 29
8 INTERNATIONAL JOURNAL OF FORECASTING 11417 2% 2% 30
9 ENERGIES 9935 3% 1% 41
10 APPLIED ENERGY 7566 4% 1% 60

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 LOAD FORECASTING 2904462 14% 70% 211 Search LOAD+FORECASTING Search LOAD+FORECASTING
2 SHORT TERM LOAD FORECASTING 2757200 10% 88% 161 Search SHORT+TERM+LOAD+FORECASTING Search SHORT+TERM+LOAD+FORECASTING
3 ELECTRIC LOAD FORECASTING 576479 2% 82% 36 Search ELECTRIC+LOAD+FORECASTING Search ELECTRIC+LOAD+FORECASTING
4 SHORT TERM LOAD FORECASTING STLF 250518 1% 80% 16 Search SHORT+TERM+LOAD+FORECASTING+STLF Search SHORT+TERM+LOAD+FORECASTING+STLF
5 ELECTRICITY LOAD FORECASTING 213114 1% 78% 14 Search ELECTRICITY+LOAD+FORECASTING Search ELECTRICITY+LOAD+FORECASTING
6 ELECTRICITY DEMAND FORECASTING 209694 1% 71% 15 Search ELECTRICITY+DEMAND+FORECASTING Search ELECTRICITY+DEMAND+FORECASTING
7 LONG TERM LOAD FORECASTING 201311 1% 86% 12 Search LONG+TERM+LOAD+FORECASTING Search LONG+TERM+LOAD+FORECASTING
8 ELECTRICITY DEMAND 147418 2% 21% 36 Search ELECTRICITY+DEMAND Search ELECTRICITY+DEMAND
9 SPATIAL LOAD FORECASTING 137006 0% 100% 7 Search SPATIAL+LOAD+FORECASTING Search SPATIAL+LOAD+FORECASTING
10 LOAD PROFILING 121945 1% 69% 9 Search LOAD+PROFILING Search LOAD+PROFILING

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 SUGANTHI, L , SAMUEL, AA , (2012) ENERGY MODELS FOR DEMAND FORECASTING-A REVIEW.RENEWABLE & SUSTAINABLE ENERGY REVIEWS. VOL. 16. ISSUE 2. P. 1223 -1240 126 41% 176
2 HIPPERT, HS , PEDREIRA, CE , SOUZA, RC , (2001) NEURAL NETWORKS FOR SHORT-TERM LOAD FORECASTING: A REVIEW AND EVALUATION.IEEE TRANSACTIONS ON POWER SYSTEMS. VOL. 16. ISSUE 1. P. 44 -55 62 79% 663
3 ALFARES, HK , NAZEERUDDIN, M , (2002) ELECTRIC LOAD FORECASTING: LITERATURE SURVEY AND CLASSIFICATION OF METHODS.INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE. VOL. 33. ISSUE 1. P. 23 -34 72 90% 162
4 HERNANDEZ, L , BALADRON, C , AGUIAR, JM , CARRO, B , SANCHEZ-ESGUEVILLAS, AJ , LLORET, J , MASSANA, J , (2014) A SURVEY ON ELECTRIC POWER DEMAND FORECASTING: FUTURE TRENDS IN SMART GRIDS, MICROGRIDS AND SMART BUILDINGS.IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. VOL. 16. ISSUE 3. P. 1460 -1495 59 71% 25
5 KHUNTIA, SR , RUEDA, JL , VAN DER MEIJDEN, MAMM , (2016) FORECASTING THE LOAD OF ELECTRICAL POWER SYSTEMS IN MID- AND LONG-TERM HORIZONS: A REVIEW.IET GENERATION TRANSMISSION & DISTRIBUTION. VOL. 10. ISSUE 16. P. 3971 -3977 53 78% 0
6 HERNANDEZ, L , BALADRON, C , AGUIAR, JM , CARRO, B , SANCHEZ-ESGUEVILLAS, AJ , LLORET, J , (2013) SHORT-TERM LOAD FORECASTING FOR MICROGRIDS BASED ON ARTIFICIAL NEURAL NETWORKS.ENERGIES. VOL. 6. ISSUE 3. P. 1385-1408 45 82% 25
7 LAHOUAR, A , SLAMA, JH , (2015) DAY-AHEAD LOAD FORECAST USING RANDOM FOREST AND EXPERT INPUT SELECTION.ENERGY CONVERSION AND MANAGEMENT. VOL. 103. ISSUE . P. 1040 -1051 37 93% 8
8 LIN, CT , CHOU, LD , CHEN, YM , TSENG, LM , (2014) A HYBRID ECONOMIC INDICES BASED SHORT-TERM LOAD FORECASTING SYSTEM.INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS. VOL. 54. ISSUE . P. 293-305 41 91% 6
9 HONG, T , FAN, S , (2016) PROBABILISTIC ELECTRIC LOAD FORECASTING: A TUTORIAL REVIEW.INTERNATIONAL JOURNAL OF FORECASTING. VOL. 32. ISSUE 3. P. 914 -938 44 70% 2
10 NAGI, J , YAP, KS , NAGI, F , TIONG, SK , AHMED, SK , (2011) A COMPUTATIONAL INTELLIGENCE SCHEME FOR THE PREDICTION OF THE DAILY PEAK LOAD.APPLIED SOFT COMPUTING. VOL. 11. ISSUE 8. P. 4773 -4788 52 64% 31

Classes with closest relation at Level 1


Rank Class id link
1 17118 ELECTRICITY PRICE FORECASTING//PRICE FORECASTING//ELECTRICITY SPOT PRICE
2 14759 JOURNAL OF GREY SYSTEM//GM1 1 MODEL//GREY SYSTEM
3 6142 FUZZY TIME SERIES//FUZZY FORECASTING//STOCK FORECASTING
4 17736 OVERHEATING//URBAN ENERGY GRP//HEATING DEGREE DAYS
5 33276 MELT INDEX PREDICTION//FRUIT FLY OPTIMIZATION ALGORITHM//PROPYLENE POLYMERIZATION INDUSTRY
6 33620 ELECTRICITY THEFT//TECHNICAL LOSSES//BRANCH CIRCUIT
7 11863 ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY//HYDROPOWER//SMALL HYDROPOWER
8 9680 REBOUND EFFECT//GASOLINE DEMAND//ENERGY ECONOMICS
9 4103 WIND ENERGY//WIND SPEED FORECASTING//WIND SPEED
10 2384 DEMAND RESPONSE//SMART GRID//DEMAND SIDE MANAGEMENT

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