Hybrid load forecasting considering energy efficiency and renewable energy using neural network

QR Code

Hybrid load forecasting considering energy efficiency and renewable energy using neural network

In recent years, the relationship between a country’s gross domestic product (GDP) and its electricity consumption has changed significantly due to increased energy efficiency (EE) and renewable energy (RE) adoption. This decoupling disrupts conventional load forecasting models, affecting utility co...

Full description

Bibliographic Details
Published in:	International Journal of Advances in Applied Sciences
Main Author:	Aizam A.H.M.; Dahlan N.Y.; Asman S.H.; Yusoff S.H.
Format:	Article
Language:	English
Published:	Intelektual Pustaka Media Utama 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210080013&doi=10.11591%2fijaas.v13.i4.pp759-768&partnerID=40&md5=d531ac3c8a31b2ac64fe3a50f95439c8

Similar Items

Energy security: Role of renewable and low-carbon technologies
by: Dahlan N.Y.; Ahmad N.; Ilham N.I.; Yusoff S.H.
Published: (2022)

Development of hybrid artificial neural network for quantifying energy saving using measurement and verification
by: Adnan W.N.W.M.; Dahlan N.Y.; Musirin I.
Published: (2017)

Assessing Socio and Techno-economic Impacts of Hybrid Renewable Energy System with Energy Storage for a Rural Development in Malaysia
by: Dahlan N.Y.; Abdullah N.A.; Razali N.S.; Ramachandaramurthy V.K.; Alrazi B.
Published: (2021)

Energy Consumption and Energy Efficiency Prediction using Artificial Neural Network
by: Khairunizam F.N.B.; Salim N.A.; Mohamad H.; Yasin Z.M.
Published: (2024)

Optimizing Cost-Efficient Energy Management in Commercial Buildings with Solar PV Under Off-Peak Tariff Rider (OPTR) with Enhanced Time of Use (ETOU) Tariff Using EPSO Algorithm
by: Mahmud N.A.; Dahlan N.Y.; Asman S.H.; Adnan W.N.W.M.; Tumian A.; Onn M.S.
Published: (2024)

An Analysis of Hybrid Renewable Energy System Using HOMER Pro: A Case Study in Sungai Tiang Camp, Perak
by: Fadzli N.F.A.M.; Azmi A.M.; Dahlan N.Y.; Ismail Z.A.M.; Sukumaran S.
Published: (2023)

Comprehensive Outlook on Macroeconomic Determinants for Renewable Energy in Malaysia
by: Mohamed Yusoff N.Y.; Ridzuan A.R.; Soseco T.; Wahjoedi; Narmaditya B.S.; Ann L.C.
Published: (2023)

Short term forecasting of electrical consumption using a neural network: joint approximate diagonal eigenvalue
by: Hussain M.M.; Zakaria Z.; Dahlan N.Y.; Ilham N.I.; Hussin Z.; Rahman N.H.A.; Yasin M.A.M.
Published: (2022)

Lecture and non-lecture week baseline energy model development and energy prediction in Malaysia educational building
by: Mustapa R.F.; Dahlan N.Y.; Yassin A.I.M.; Nordin A.H.M.
Published: (2020)

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)

Synergizing renewable energy sources in building-integrated hybrid energy systems via niche-ant colony optimization
by: Xu M.; Tian C.; Abdalla A.N.
Published: (2024)

Synergizing renewable energy sources in building-integrated hybrid energy systems via niche-ant colony optimization
by: Xu, et al.
Published: (2024)

Enhanced Load Forecasting Using CNN-BiLSTM Models in University Buildings with Solar PV
by: Ahmad M.Z.; Dahlan N.Y.; Yasin Z.M.
Published: (2024)

Machine Learning Baseline Energy Model (MLBEM) to Evaluate Prediction Performances in Building Energy Consumption
by: Mustapa R.F.; Hairuddin M.A.; Nordin A.H.M.; Dahlan N.Y.; Yassin I.M.; Ashar N.D.K.
Published: (2024)

Short term load forecasting (STLF) using artificial neural network based multiple lags of time series
by: Harun M.H.H.; Othman M.M.; Musirin I.
Published: (2009)

Modelling Sustainable Non-Renewable and Renewable Energy Based on the EKC Hypothesis for Africa’s Ten Most Popular Tourist Destinations
by: Voumik L.C.; Rahman M.H.; Nafi S.M.; Hossain M.A.; Ridzuan A.R.; Mohamed Yusoff N.Y.
Published: (2023)

Forecasting Generation of 50MW Gambang Large Scale Solar Photovoltaic Plant Using Artificial Neural Network-Particle Swarm Optimization
by: Dahlan N.Y.; Zamri M.S.M.; Zaidi M.I.A.; Azmi A.M.; Zailani R.
Published: (2022)

Sales Forecasting Using Convolution Neural Network
by: Amir W.K.H.W.K.; Soom A.B.M.; Jasin A.M.; Ismail J.; Asmat A.; Rahman R.A.
Published: (2023)

A Review on Recent Optimal Sizing Methodologies and Evaluation Indicators for Hybrid Renewable Energy System
by: Mazlan M.; Sulaiman S.I.; Zainuddin H.
Published: (2024)

Baseline energy modelling in an educational building campus for measurement and verification
by: Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Nordin A.H.M.; Mahadan M.E.
Published: (2017)

Energy policy simulation in times of crisis: Revisiting the impact of renewable and non-renewable energy production on environmental quality in Germany
by: Adedoyin F.F.; Erum N.; Taşkin D.; Chebab D.
Published: (2023)

Promoting Sustainable Growth: The Role of Natural Resource Utilization, Green Investment, Digital Finance, Industrial Usage, Energy Efficiency, and Renewable Energy Consumption
by: Abdullah F.; Alomair A.; Sibghatullah A.; Al Naim A.S.
Published: (2024)

Remote Monitoring Surveillance System via LabVIEW employing the use of Hybrid Renewable Energy
by: Damanhuri N.S.; Mahalel N.S.B.; Ibrahim I.R.; Othman N.A.; Meng B.C.C.; Boudville R.
Published: (2024)

Quantification of energy savings from an awareness program using NARX-ANN in an educational building
by: Mustapa R.F.; Dahlan N.Y.; Yassin A.I.M.; Nordin A.H.M.
Published: (2020)

Impact of Genetic Operators on Energy-Efficient Wireless Sensor Network
by: Chung V.; Tuah N.; Lim K.G.; Tan M.K.; Huang H.; Teo K.T.K.
Published: (2019)

Neural Network Model in Forecasting Malaysia’s Unemployment Rates
by: Husin W.Z.W.; Abdullah N.S.A.; Rockie N.A.S.Y.; Sabri S.S.M.
Published: (2023)

Energy consumption prediction through linear and non-linear baseline energy model
by: Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Mohd Nordin A.H.; Zabidi A.
Published: (2019)

Smart IoT Approach for Renewable Energy Monitoring System
by: Daniel M.L.; Shuhaimi N.I.; Muhamad W.N.W.; Mohamad R.; Abdullah E.
Published: (2024)

Cost Optimization and Energy Management of a Microgrid Including Renewable Energy Resources and Electric Vehicles
by: Hai T.; Zhou J.; Zain J.M.; Vafa S.
Published: (2023)

Predicting country-specific financing capacity for renewable energy project
by: Mohamed-Ariffin M.S.; Md Daud M.; Muhammad H.; Samad A.R.A.; Hassan M.
Published: (2024)

Placement of Harmonic Filter and Detuned Reactor to Improve Power Quality in Renewable Energy Ring Topology Distribution Network
by: Gumilar L.; Afandi A.N.; Cahyani D.E.; Bin Abd Samat A.A.; Prasetyo M.W.; Melinia H.
Published: (2022)

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)

The Effect of Occupant in Energy Consumption Prediction via Multiple Linear Regression Model in an Educational Building
by: Mustapa R.F.; Nordin A.H.M.; Hairuddin M.A.; Mahadan M.E.; Dahlan N.Y.; Yassin I.M.
Published: (2024)

Energy Management Strategies of Solar Rooftop Campus with Battery Energy Storage System (BESS) And EV Supply Equipment (EVSE) using HOMER
by: Mazlan M.A.A.; Dahlan N.Y.
Published: (2023)

Energy management schemes, challenges and impacts of emerging inverter technology for renewable energy integration towards grid decarbonization
by: Meraj S.T.; Yu S.S.; Rahman M.S.; Hasan K.; Hossain Lipu M.S.; Trinh H.
Published: (2023)

Analysis of Renewable Energy, Environment Quality and Energy Consumption on Economic Growth: Evidence from Developing Countries
by: Satrianto A.; Ikhsan A.; Samad K.A.
Published: (2024)

Innovation, militarization, and renewable energy and green growth in OECD countries
by: Sohag K.; Husain S.; Hammoudeh S.; Omar N.
Published: (2021)

Prospects and Challenges of Malaysia's Distributed Energy Resources in Business Models Towards Zero – Carbon Emission and Energy Security
by: Ilham N.I.; Hussin M.Z.; Dahlan N.Y.; Setiawan E.A.
Published: (2022)

Navigating energy and climate justice in Southeast Asia: perspectives and pathways
by: Richardson-Barlow C.; Dahlan N.Y.
Published: (2024)

Understanding how climate preferences, environmental policy stringency, and energy policy uncertainty shape renewable energy investments in Germany
by: Meo M.S.; Erum N.; Ayad H.
Published: (2024)