Data Science and Big Data in Energy Forecasting

被引:3
|
作者
Martinez-Alvarez, Francisco [1 ]
Troncoso, Alicia [1 ]
Riquelme, Jose C. [2 ]
机构
[1] Pablo Olavide Univ, Data Sci & Big Data Lab, ES-41013 Seville, Spain
[2] Univ Seville, Dept Comp Sci, ES-41012 Seville, Spain
关键词
energy; time series; forecasting; data mining; big data;
D O I
10.3390/en11113224
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This editorial summarizes the performance of the special issue entitled Data Science and Big Data in Energy Forecasting, which was published at MDPI's Energies journal. The special issue took place in 2017 and accepted a total of 13 papers from 7 different countries. Electrical, solar and wind energy forecasting were the most analyzed topics, introducing new methods with applications of utmost relevance.
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Energy forecasting in the big data world
    Hong, Tao
    Pinson, Pierre
    INTERNATIONAL JOURNAL OF FORECASTING, 2019, 35 (04) : 1387 - 1388
  • [2] Energy load forecasting in big data context
    Safhi, Hicham Moad
    Frikh, Bouchra
    Ouhbi, Brahim
    2020 5TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGIES FOR DEVELOPING COUNTRIES (REDEC), 2020,
  • [3] Big data, data science, and big contributions
    Broome, Marion E.
    NURSING OUTLOOK, 2016, 64 (02) : 113 - 114
  • [4] Data, DIKW, Big data and Data science
    Gu Jifa
    Zhang Lingling
    2ND INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, ITQM 2014, 2014, 31 : 814 - 821
  • [5] Big data analytics and big data science: a survey
    Chen, Yong
    Chen, Hong
    Gorkhali, Anjee
    Lu, Yang
    Ma, Yiqian
    Li, Ling
    JOURNAL OF MANAGEMENT ANALYTICS, 2016, 3 (01) : 1 - 42
  • [6] Energy Forecasting for Event Venues: Big Data and Prediction Accuracy
    Grolinger, Katarina
    L'Heureux, Alexandra
    Capretz, Miriam A. M.
    Seewald, Luke
    ENERGY AND BUILDINGS, 2016, 112 : 222 - 233
  • [7] Forecasting in Light of Big Data
    Hosni H.
    Vulpiani A.
    Philosophy & Technology, 2018, 31 (4) : 557 - 569
  • [8] Forecasting with Big Data: A Review
    Hassani H.
    Silva E.S.
    Annals of Data Science, 2015, 2 (1) : 5 - 19
  • [9] Novel Forecasting Techniques Using Big Data, Network Science and Economics
    Vodenska, Irena
    Joseph, Andreas
    Stanley, Eugene
    Chen, Guanrong
    NONLINEAR DYNAMICS OF ELECTRONIC SYSTEMS, 2014, 438 : 254 - 261
  • [10] Big research data and data science
    Li, Jianhui
    Data Science Journal, 2015, 14