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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
5102 1604 26.4 50%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
365 16667 IEEE TRANSACTIONS ON POWER SYSTEMS//INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS//IEEE TRANSACTIONS ON SMART GRID

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 LOAD FORECASTING Author keyword 63 30% 11% 177
2 SHORT TERM LOAD FORECASTING Author keyword 63 38% 8% 131
3 ELECTRIC LOAD FORECASTING Author keyword 30 64% 2% 29
4 ELECTRICITY PRICE FORECASTING Author keyword 24 56% 2% 30
5 ELECTRICITY SPOT PRICE Author keyword 23 79% 1% 15
6 PRICE FORECASTING Author keyword 16 33% 2% 40
7 ELECTRICITY LOAD FORECASTING Author keyword 11 65% 1% 11
8 ELECTRICITY PRICES Author keyword 8 23% 2% 29
9 ELECTRICITY SPOT PRICES Author keyword 7 64% 0% 7
10 ELECTRICITY DEMAND FORECASTING Author keyword 7 44% 1% 12

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 LOAD FORECASTING 63 30% 11% 177 Search LOAD+FORECASTING Search LOAD+FORECASTING
2 SHORT TERM LOAD FORECASTING 63 38% 8% 131 Search SHORT+TERM+LOAD+FORECASTING Search SHORT+TERM+LOAD+FORECASTING
3 ELECTRIC LOAD FORECASTING 30 64% 2% 29 Search ELECTRIC+LOAD+FORECASTING Search ELECTRIC+LOAD+FORECASTING
4 ELECTRICITY PRICE FORECASTING 24 56% 2% 30 Search ELECTRICITY+PRICE+FORECASTING Search ELECTRICITY+PRICE+FORECASTING
5 ELECTRICITY SPOT PRICE 23 79% 1% 15 Search ELECTRICITY+SPOT+PRICE Search ELECTRICITY+SPOT+PRICE
6 PRICE FORECASTING 16 33% 2% 40 Search PRICE+FORECASTING Search PRICE+FORECASTING
7 ELECTRICITY LOAD FORECASTING 11 65% 1% 11 Search ELECTRICITY+LOAD+FORECASTING Search ELECTRICITY+LOAD+FORECASTING
8 ELECTRICITY PRICES 8 23% 2% 29 Search ELECTRICITY+PRICES Search ELECTRICITY+PRICES
9 ELECTRICITY SPOT PRICES 7 64% 0% 7 Search ELECTRICITY+SPOT+PRICES Search ELECTRICITY+SPOT+PRICES
10 ELECTRICITY DEMAND FORECASTING 7 44% 1% 12 Search ELECTRICITY+DEMAND+FORECASTING Search ELECTRICITY+DEMAND+FORECASTING

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 ARIMA MODELS 53 47% 5% 83
2 SPOT PRICES 12 52% 1% 16
3 CONFIDENCE INTERVAL ESTIMATION 11 45% 1% 19
4 HOURLY LOAD 11 100% 0% 6
5 NEURO EVOLUTIONARY ALGORITHM 11 78% 0% 7
6 CUSTOMER CLASSIFICATION 10 52% 1% 13
7 POWER PRICES 9 83% 0% 5
8 ELECTRICITY LOAD 9 52% 1% 12
9 MARGINAL PRICE 8 75% 0% 6
10 ELECTRICITY PRICES 8 28% 2% 25

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Neural networks for short-term load forecasting: A review and evaluation 2001 514 78 82%
Energy models for demand forecasting-A review 2012 83 305 32%
Electric load forecasting: literature survey and classification of methods 2002 104 80 89%
Electricity price forecasting: A review of the state-of-the-art with a look into the future 2014 4 234 62%
A prediction system for home appliance usage 2013 11 7 57%
A review on applications of ANN and SVM for building electrical energy consumption forecasting 2014 10 45 29%
Generation of synthetic sequences of electricity demand: Application in South Australia 2007 15 14 86%
Regression tree model versus Markov regime switching: a comparison for electricity spot price modelling and forecasting 2014 1 22 77%
A review of electric load classification in smart grid environment 2013 10 27 30%
Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances 2011 24 33 21%

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 GRP COMP NETWORKS SOFTWARE ENGN 4 67% 0.2% 4
2 BUSINESS ECON FORECASTING UNIT 2 44% 0.2% 4
3 LINEAR SYST CONTROL 2 67% 0.1% 2
4 DIPARTIMENTO METODI QUANTITAT TEORIA ECON 1 38% 0.2% 3
5 CENT LOAD DISPATCHING 1 100% 0.1% 2
6 CHINA PROC OPTIMIZAT INTELLIGENT DECIS 1 100% 0.1% 2
7 ENEA ENERGY ENVIRONM MODELLING TECH UNIT 1 100% 0.1% 2
8 ENGN MATH SCI CECE 1 100% 0.1% 2
9 EREL 1 100% 0.1% 2
10 MODERN INFORMAT MANAGEMENT 1 50% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000126111 WIND POWER FORECASTING//WIND SPEED FORECASTING//WIND SPEED PREDICTION
2 0.0000109486 ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY//NATURAL GAS DEMAND//ENERGY EXPLORATION & EXPLOITATION
3 0.0000103232 ELECTRICITY MARKETS//MARKET POWER//ELECTRICITY MARKET
4 0.0000091325 RESIDENTIAL ELECTRICITY DEMAND//INTERFUEL SUBSTITUTION//ELECTRICITY DEMAND
5 0.0000085502 FUZZY TIME SERIES//TECHNICAL ANALYSIS//TECHNICAL TRADING RULES
6 0.0000078906 JOURNAL OF GREY SYSTEM//NONLINEAR GREY BERNOULLI MODEL//TAYLOR APPROXIMATION METHOD
7 0.0000070045 TEST REFERENCE YEAR//URBAN ENERGY GRP//TYPICAL METEOROLOGICAL YEAR
8 0.0000060150 IEEE TRANSACTIONS ON SMART GRID//DEMAND RESPONSE//SMART GRID
9 0.0000059761 RYNEK ENERGII//WYDZIAL ZARZADZANIA//SPATIAL FORECASTING
10 0.0000042786 NONINTRUSIVE LOAD MONITORING NILM//NONINTRUSIVE LOAD MONITORING//LOAD DISAGGREGATION