Big data for energy management and energy-efficient buildings

V Marinakis - Energies, 2020 - mdpi.com
… [37] presented a review of unsupervised data analytics for building energy performance big
data. The research of Lapalu et al. focused on the unsupervised mining of activities for smart …

A review of the applications of artificial intelligence and big data to buildings for energy-efficiency and a comfortable indoor living environment

MU Mehmood, D Chun, H Han, G Jeon, K Chen - Energy and buildings, 2019 - Elsevier
… to profoundly influence the fields of architecture and sustainability. The applications of AI to
sustainable architecture include energy-efficient building design, forecasting and minimizing …

A systematic survey on energy-efficient techniques in sustainable cloud computing

S Bharany, S Sharma, OI Khalaf, GM Abdulsahib… - Sustainability, 2022 - mdpi.com
energy efficiency in large-scale cloud-computing environments without sacrificing the quality
of service or performance… Instead of using many large data centers in different geographical …

IoT and big data analytics for smart buildings: A survey

A Daissaoui, A Boulmakoul, L Karim, A Lbath - Procedia computer science, 2020 - Elsevier
saving energy. In this paper, we propose a review of related works to IoT, Big Data Analytics
in smart buildings. … • Energy management: Energy efficiency in buildings is one of the most …

Environmentally data-driven smart sustainable cities: Applied innovative solutions for energy efficiency, pollution reduction, and urban metabolism

SE Bibri, J Krogstie - Energy Informatics, 2020 - Springer
… more sustainable in terms of their energy systems by means of modern technologies. In
particular, recent advances in the IoT and big data analytics … functions for energy efficiency and …

Energy efficiency in cloud computing data centers: a survey on software technologies

A Katal, S Dahiya, T Choudhury - Cluster Computing, 2023 - Springer
… areas in cloud computing domain. This paper explains the various techniques employed for
energy efficiency in … The rise of big data and cloud computing has given the globe with huge …

From big data to smart energy services: An application for intelligent energy management

V Marinakis, H Doukas, J Tsapelas, S Mouzakitis… - Future Generation …, 2020 - Elsevier
… in the energy sector. This paper proposes a high level architecture of a big data platform that
… to make commercial buildings more energy efficient by profiling energy consumption and …

IoT big data analytics for smart homes with fog and cloud computing

A Yassine, S Singh, MS Hossain… - Future Generation …, 2019 - Elsevier
… , identify energy consumption patterns and energy saving planning, … ensure efficient operations
from the point of view of energyenergy management programs at home level. Household …

AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives

Y Himeur, M Elnour, F Fadli, N Meskin, I Petri… - Artificial Intelligence …, 2023 - Springer
… with the cloud computing, big data storage and data analytics, … Vast quantities of building
automation and management data … for implementing big data mining and analysis in BAMSs. In …

Leveraging machine learning and big data for smart buildings: A comprehensive survey

B Qolomany, A Al-Fuqaha, A Gupta… - IEEE …, 2019 - ieeexplore.ieee.org
… security and safety systems as well as energy efficient building systems. Figure 1 shows the
… for bigdata analysis. In addition, it can operate on various cloud computing environments …