Energy Consumption and Energy Efficiency Prediction using Artificial Neural Network
The purpose of this project is to determine the accurate energy consumption for heating and cooling of a building by using Artificial Neural Network (ANN) and to implement ANN for energy efficiency prediction. In this project, the data that has been obtained from Kaggle website was trained in ANN mo...
Published in: | 2024 IEEE 4th International Conference in Power Engineering Applications: Powering the Future: Innovations for Sustainable Development, ICPEA 2024 |
---|---|
Main Author: | Khairunizam F.N.B.; Salim N.A.; Mohamad H.; Yasin Z.M. |
Format: | Conference paper |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers Inc.
2024
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191715073&doi=10.1109%2fICPEA60617.2024.10499072&partnerID=40&md5=2c6910bacf10cec5897d50c134b338b9 |
Similar Items
-
Review of Artificial Neural Network Approaches for Predicting Building Energy Consumption
by: Md Ramli S.S.; Nizam Ibrahim M.; Mohamad A.; Daud K.; Saidina Omar A.M.; Darina Ahmad N.
Published: (2023) -
Hybrid load forecasting considering energy efficiency and renewable energy using neural network
by: Aizam A.H.M.; Dahlan N.Y.; Asman S.H.; Yusoff S.H.
Published: (2024) -
Enhancing solar energy conversion efficiency: Thermophysical property predicting of MXene/Graphene hybrid nanofluids via bayesian-optimized artificial neural networks
by: jasim D.J.; Rajab H.; Alizadeh A.; Sharma K.; Ahmed M.; Kassim M.; AbdulAmeer S.; Alwan A.A.; Salahshour S.; Maleki H.
Published: (2024) -
Personal Energy Auditor based on Energy Consumption Rating using Normal Distribution for Energy Efficiency
by: Zurkafli A.Z.; Zaini N.; Latip M.F.A.
Published: (2020) -
Educational Level Impact on Energy Consumption in Malaysia Office Building using Neural Network Method
by: Ponichan H.; Azmi A.M.; Zailani R.
Published: (2023)