[HTML][HTML] Application of machine learning tools for energy efficiency in industry: A review

DAC Narciso, FG Martins - Energy Reports, 2020 - Elsevier
… the application of Machine Learning tools on energy related … such as energy consumption
forecast, energy analysis and energy … of adequate Machine Learning tools for energy efficiency

Predicting energy consumption in multiple buildings using machine learning for improving energy efficiency and sustainability

AD Pham, NT Ngo, TTH Truong, NT Huynh… - Journal of Cleaner …, 2020 - Elsevier
… Buildings must be energy efficient and sustainable because buildings have contributed
significantly to world energy consumption and greenhouse gas emission. Predicting energy

Machine learning from schools about energy efficiency

F Burlig, C Knittel, D Rapson… - Journal of the …, 2020 - journals.uchicago.edu
… effects model and our machine learning augmented version are … The key difference is that
our machine learning framework … our machine learning method, we find that energy efficiency

Practical issues in implementing machine-learning models for building energy efficiency: Moving beyond obstacles

Z Wang, J Liu, Y Zhang, H Yuan, R Zhang… - … and Sustainable Energy …, 2021 - Elsevier
… of machine learning-based building energy efficiency measures. … future machine
learning-based building energy efficiency … for machine learning models in building energy

[HTML][HTML] Machine learning based system for managing energy efficiency of public sector as an approach towards smart cities

M Zekić-Sušac, S Mitrović, A Has - International journal of information …, 2021 - Elsevier
… The architecture of the MERIDA system suggested in this paper relies on our previous
research in which machine learning models have been developed to predict the energy efficiency

Use of Machine Learning for energy efficiency in present and future mobile networks

D Sesto-Castilla, E Garcia-Villegas… - 2019 IEEE Wireless …, 2019 - ieeexplore.ieee.org
Machine Learning techniques are useful for extracting … the use of Machine Learning applied
to energy efficiency, which … the aid of different machine learning techniques. Such models …

Energy-efficient machine learning on the edges

M Kumar, X Zhang, L Liu, Y Wang… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
… for energy efficiency. The energy efficiency of machine learning algorithms is important
as IoT or edge devices have limited computation and energy resources. For the hardware, …

[HTML][HTML] Machine learning and deep learning methods for enhancing building energy efficiency and indoor environmental quality–a review

PW Tien, S Wei, J Darkwa, C Wood, JK Calautit - Energy and AI, 2022 - Elsevier
… 1a summarises the most common AI-based machine and deep learning techniques … energy
efficiency-related applications, which are reviewed in this study. In machine learning, data …

Increasing the energy efficiency of a data center based on machine learning

Z Yang, J Du, Y Lin, Z Du, L Xia… - Journal of Industrial …, 2022 - Wiley Online Library
… the operation of DCs to improve energy efficiency as they have shown the … to-use machine
learning methods with practical details to decrease the most commonly used energy efficiency

A unified framework for assessing energy efficiency of machine learning

R Fischer, M Jakobs, S Mücke, K Morik - … Conference on Machine Learning …, 2022 - Springer
… for social good, such efficiency information also needs to be … for assessing the efficiency of
learning tasks. Besides power … energy efficiency of household appliances via energy labels [13…