Big Data in Building Energy Efficiency: Understanding of Big Data and Main Challenges

Procedia Engineering

Volumn 172, Issue , 2017, Pages 544-549

  Koseleva, Natalija ^a   Ropaite, Guoda ^a  

^a VILNIUS GEDIMINAS TECHNICAL UNIVERSITY   (Lithuania)

Author keywords

Big Data; Big Data analysis; Characteristics of Big Data; Construction; Energy Efficiency; Web of Science

Indexed keywords

BUILDING MATERIALS; COLLECTOR EFFICIENCY; CONSTRUCTION; CONSTRUCTION INDUSTRY; DATA HANDLING; ENERGY EFFICIENCY; INFORMATION ANALYSIS; INFORMATION MANAGEMENT; PILES;

BUILDING ENERGY EFFICIENCY; CONSTRUCTION PROCESS; CONSTRUCTION SECTORS; DATA GENERATION; IN-BUILDINGS; WEB OF SCIENCE;

BIG DATA;

EID: 85016299095     PISSN: None     EISSN: 18777058     Source Type: Conference Proceeding    
DOI: 10.1016/j.proeng.2017.02.064     Document Type: Conference Paper

References (12)

1. C. Fan, F. Xiao, H. Madsen, and D. Wang Temporal Knowledge Discovery in Big BAS Data for Building Energy Management Energy and Buildings 190 2015 75 89
2. P.A. Mathew, L.N. Dunn, and M.D. Sohn Big-data for building energy performance: Lessons from assembling a very large national database of building energy use Applied Energy 140 2015 85 93
3. K. Zhou, C. Fu, and S. Yang Big Data Driven Smart Energy Management: From Big Data to Big Insights Renewable and Sustainable Energy Reviews 56 2015 215 225
4. L. Mashayekhy, M.M. Nejad, and D. Grosu Energy-Aware Scheduling of MapReduce Jobs for Big Data Applications Ieee Transactions on Parallel and Distributed Systems 26 10 2015 2720 2733
5. J. Cooper, M. Noon, and C. Jones Big Data in Life Cycle Assessment Journal of Industrial Ecology 17 6 2013 796 799
6. G. Bello-Orgaz, J. Jung, and D. Camacho Social Big Data: Recent Achievements and New Challenges Information Fusion 28 2016 45 59
7. H. Fang, Z. Zhang, and C.J. Wang A Survey of Big Data Research Ieee Network 29 5 2015 6 9
8. B.T. Hazen, C.A. Boone, and J.D. Ezell Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications International Journal of Production Economics 154 2014 72 80
9. W.Q. Meeker, and Y. Hong Reliability Meets Big Data: Opportunities and Challenges Quality Engineering 26 1 2014 102 116
10. H. Ozkose, E. Ari, and C. Gencerb Yesterday, Today and Tomorrow of Big Data Procedia-Social and Behavioral Sciences 195 2015 1042 1050
11. J. Jose Camargo-Vega, J. Felipe Camargo-Ortega, and L. Joyanes-Aguilar Knowing the Big Data Revista Facultad de Ingenieria 24 38 2015 63 77
12. H. Li, K. Lu, and S. Meng Big Provision: A Provisioning Framework for Big Data Analytics Ieee Network 29 5 2015 50 56