Energy consumption and carbon emissions forecasting for industrial processes: Status, challenges and perspectives

Y Hu, Y Man - Renewable and Sustainable Energy Reviews, 2023 - Elsevier
The industrial process consumes substantial energy and emits large amounts of carbon
dioxide. With the help of accurate energy consumption and carbon emissions forecasting …

[HTML][HTML] Systematic review of deep learning and machine learning for building energy

S Ardabili, L Abdolalizadeh, C Mako, B Torok… - Frontiers in Energy …, 2022 - frontiersin.org
The building energy (BE) sector has a vital role in urban sustainability. This sector contains
the two most important subjects including energy consumption and energy demand which …

A sustainable data-driven energy consumption assessment model for building infrastructures in resource constraint environment

SK Mohapatra, S Mishra, HK Tripathy… - … Energy Technologies and …, 2022 - Elsevier
As per economic development and urbanization, there is a touchy impact on energy
consumption for commercial building infrastructures. Energy consumption analysis of …

A comprehensive study of security aspects in blockchain

P Singh, S Mishra - Predictive data security using AI: insights and issues …, 2022 - Springer
Abstract Knowledge is power, and in this digital age, knowledge is represented by data,
making it one of the most valuable assets. With rapidly evolving technology, there are …

Energy consumption prediction in electrical appliances of commercial buildings using LSTM-GRU model

SK Mohapatra, S Mishra… - … on Advancements in …, 2022 - ieeexplore.ieee.org
As with economic growth and urbanization, there is a significant impact on energy
consumption in residential and commercial buildings. Analyzing the energy consumption of …

An exploration analysis of social media security

S Verma, S Mishra - Predictive data security using AI: insights and issues …, 2022 - Springer
Social media security is a rising concern among today's generation, as when the pandemic
started, a lot more people than before have begun using social media due to lack of …

Dynamic modeling with integrated concept drift detection for predicting real-time energy consumption of industrial machines

A Kahraman, M Kantardzic, M Kotan - IEEE Access, 2022 - ieeexplore.ieee.org
Industrial machinery is a significant energy consumer, and its emissions have increased
dramatically in recent years. Therefore, energy efficiency is becoming crucial for businesses …

Exploring the Predictive Power of Machine Learning for Energy Consumption in Buildings

V Sharma - Journal of Technological Innovations, 2022 - jtipublishing.com
This study investigates the application of machine learning techniques to predict energy
consumption in buildings. Five machine learning models (linear regression, decision trees …

Design and Development Recommendations for a Smart Weather Monitoring System

LY Heng, ME Rana, R Abdulla… - … on Advancements in …, 2022 - ieeexplore.ieee.org
A weather station uses many sensors to collect ambient data. With the help of IoT, it
integrates all devices, connects them to the Internet and frames an intelligent ecosystem. For …

A review on the applicability of machine learning techniques to the metamodeling of energy systems

AR Starke, AK da Silva - Numerical Heat Transfer, Part B …, 2023 - Taylor & Francis
The use of physics-based models for the development and optimization of energy systems is
popular due to their versatility. However, their inherent complexity often makes these …