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Comparative study on deep transfer learning strategies for cross-system and cross-operation-condition building energy systems fault diagnosis
G Li, L Chen, J Liu, X Fang - Energy, 2023 - Elsevier
Timely and accurate fault diagnosis (FD) in building energy systems (BESs) can promote
energy efficiency and sustainable development. Especially the heating, ventilating, and air …
energy efficiency and sustainable development. Especially the heating, ventilating, and air …
Energy consumption prediction in electrical appliances of commercial buildings using LSTM-GRU model
As with economic growth and urbanization, there is a significant impact on energy
consumption in residential and commercial buildings. Analyzing the energy consumption of …
consumption in residential and commercial buildings. Analyzing the energy consumption of …
Fault diagnosis for cross-building energy systems based on transfer learning and model interpretation
L Chen, G Li, J Liu, L Liu, C Zhang, J Gao, C Xu… - Journal of Building …, 2024 - Elsevier
Timely and accurate fault diagnosis in building energy systems is crucial for improving the
energy efficiency of equipment and realizing energy savings. With the widespread use of …
energy efficiency of equipment and realizing energy savings. With the widespread use of …
Designing a smart and intelligent ecosystem for autistic children
In this paper, we discuss the usage of smart and machine learning based model to aid
children with autism. Children with autism require constant care because you never know …
children with autism. Children with autism require constant care because you never know …
Assessing the current landscape of AI and sustainability literature: Identifying key trends, addressing gaps and challenges
Abstract The United Nations' 17 Sustainable Development Goals stress the importance of
global and local efforts to address inequalities and implement sustainability. Addressing …
global and local efforts to address inequalities and implement sustainability. Addressing …
Sustainable development and supply chain management in renewable-based community based self-sufficient utility: An analytical review of social and environmental …
X Bo, B Yi - Sustainable Energy Technologies and Assessments, 2024 - Elsevier
Abstract Smart Island Energy Management (SIEM) heralds a new era in sustainable island
energy utilization, orchestrating an innovative system that optimizes efficiency and …
energy utilization, orchestrating an innovative system that optimizes efficiency and …
Parkinson risks determination using SVM coupled stacking
S Dutta, S Choudhury, A Chakraborty, S Mishra… - International Conference …, 2023 - Springer
Biomarkers obtained from a person's voice may provide interpretations into brain-related
risks like Parkinson's disease due to their cognitive aspects. This audit portrays as of late …
risks like Parkinson's disease due to their cognitive aspects. This audit portrays as of late …
A normalized ANN model for earthquake estimation
D Mehta, PP Das, S Ghosh, S Mishra… - … on applied artificial …, 2023 - ieeexplore.ieee.org
Earthquake is one of the most devastating natural catastrophes, mainly because there is
rarely any advance notice and hence little opportunity to react. This makes the issue of …
rarely any advance notice and hence little opportunity to react. This makes the issue of …
ECG-based cardiac abnormalities analysis using adaptive artificial neural network
Electrocardiogram (ECG) is generally used to detect cardiac risks due to its lucidity and non-
invasiveness. During the past decades, several studies have helped to create an automatic …
invasiveness. During the past decades, several studies have helped to create an automatic …
Crop yield forecasting with precise machine learning
S Verma, S Sinha, P Chaudhury, S Mishra… - International Conference …, 2023 - Springer
In India, the impact of global weather variation has severely impacted the majority of
agricultural products. Farmer decision-making will be aided by this research, which will …
agricultural products. Farmer decision-making will be aided by this research, which will …