Enhanced Load Forecasting Using CNN-BiLSTM Models in University Buildings with Solar PV

QRコード

Enhanced Load Forecasting Using CNN-BiLSTM Models in University Buildings with Solar PV

Energy management is an imperative practice involving the detailed monitoring, regulation, and optimization of energy consumption within various domains aimed at conserving resources and controlling energy costs. The escalating demand for electricity and integrating renewable energy sources has brou...

書誌詳細
出版年:	SSRG International Journal of Electrical and Electronics Engineering
第一著者:	Ahmad M.Z.; Dahlan N.Y.; Yasin Z.M.
フォーマット:	論文
言語:	English
出版事項:	Seventh Sense Research Group 2024
オンライン･アクセス:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209214424&doi=10.14445%2f23488379%2fIJEEE-V11I10P107&partnerID=40&md5=8d59ca0913fee5e3c97266115c2bfbef

類似資料

Comparative Analysis of Hybrid 1D-CNN-LSTM and VGG16-1D-LSTM for Lung Lesion Classification
著者:: Jafery, 等
出版事項: (2025)

Enhancing Solar Energy Forecasting Accuracy Using LSTM Networks for Global Horizontal Irradiance
著者:: Mazmee A.N.A.; Zaini N.; Latip M.F.A.
出版事項: (2024)

Load Profile Forecasting using a Time Series Model for Solar Rooftop and Integrated Carpark of a Public University in Malaysia
著者:: 2-s2.0-85182813810
出版事項: (2023)

Design concept and mathematical model of a bi-fluid photovoltaic/thermal (PV/T) solar collector
著者:: 2-s2.0-84897371825
出版事項: (2014)

A Comprehensive Review of Swarm-Based Meta-Heuristic Algorithms for Optimizing LSTM Networks in Time Series Forecasting
著者:: 2-s2.0-85219566544
出版事項: (2024)

Performance analysis and parametric studies of a bi-fluid type photovoltaic/thermal (PV/T) solar collector in simultaneous mode under tropical climate conditions
著者:: Jarimi H.; Bakar M.N.A.; Othman M.; Din M.
出版事項: (2017)

Particle Swarm Optimization for NARX-ANN Baseline Energy Modelling in Educational Buildings
著者:: Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Hamizah Mohd Nordin A.; Mahadan M.E.; Mohamad S.
出版事項: (2019)

SCOV-CNN: A Simple CNN Architecture for COVID-19 Identification Based on the CT Images
著者:: Haryanto T.; Suhartanto H.; Murni A.; Kusmardi; Yusoff M.; Zain J.M.
出版事項: (2024)

Educational Building's Energy Consumption Independent Variables Analysis using Linear Regression Model: A Comparative Study
著者:: Mustapa R.F.; Hamizah Mohd Nordin A.; Hairuddin M.A.; Suhaifiza W Ibrahim W.; Mohd Saleh S.A.; Dahlan N.Y.; Yassin I.M.
出版事項: (2023)

Seismic behavior of tunnel form building under lateral cyclic loading
著者:: 2-s2.0-85051624618
出版事項: (2018)

Improved Whale Optimization Algorithm with LSTM for Stock Index Prediction
著者:: Sun Y.; Mutalib S.; Tian L.
出版事項: (2025)

Improved Whale Optimization Algorithm with LSTM for Stock Index Prediction
著者:: Sun, 等
出版事項: (2025)

A Comparative Analysis of Combination of CNN-Based Models with Ensemble Learning on Imbalanced Data
著者:: Gao X.; Jamil N.; Ramli M.I.; Ariffin S.M.Z.S.Z.
出版事項: (2024)

Effect of High-cyclic Loads on Dynamic Response of Reinforced Concrete Slabs
著者:: Jamadin A.; Ibrahim Z.; Jumaat M.Z.; Wahab E.S.A.
出版事項: (2019)

Emotion Recognition Using Convolutional Neural Network (CNN)
著者:: 2-s2.0-85111988755
出版事項: (2021)

Evaluation of CNN, alexnet and GoogleNet for fruit recognition
著者:: 2-s2.0-85051792349
出版事項: (2018)

Effect of Spinning Rate on the Performance of Multilayer Bi-perovskite Solar Cells
著者:: 2-s2.0-85126150163
出版事項: (2021)

Paddy Diseases Multi-Class Classification using CNN Variants
著者:: 2-s2.0-85189140711
出版事項: (2023)

Hyperparameter Analysis-based Long-Short Term Memory (LSTM) for Power Quality Disturbances Classification
著者:: Fadzli M.F.H.M.; Shahbudin S.
出版事項: (2024)

A Novel Hybrid Model Based on CEEMDAN and Bayesian Optimized LSTM for Financial Trend Prediction
著者:: Sun, 等
出版事項: (2025)

Forecasting Carbon Emission Reductions: The Role of Solar Energy in Substituting Coal for Sustainable Development Goals
著者:: Aimon H.; Kurniadi A.P.; Sentosa S.U.; Yahya Y.; Rahman N.A.
出版事項: (2025)

Malaysian Sign Language (MSL) Detection: Comparison of YOLOv5 and CNN
著者:: Halim, 等
出版事項: (2024)

Implementation of Facial Expression Recognition (FER) using Convolutional Neural Network (CNN)
著者:: Abu Mangshor, 等
出版事項: (2024)

DenseHillNet: a lightweight CNN for accurate classification of natural images
著者:: 2-s2.0-85194107878
出版事項: (2024)

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN)
著者:: 2-s2.0-85116191968
出版事項: (2021)

Simulation on microgrid connected PV system under balance and unbalance fault
著者:: 2-s2.0-85073824175
出版事項: (2019)

A Hybrid FEM-CNN for Image-Based Severity Prediction of Corroded Offshore Pipelines
著者:: Fadzil N.M.; Muda M.F.; Shahid M.D.A.; Aziz N.; Mohd M.H.; Mohd Amin N.; Mohd Hashim M.H.
出版事項: (2025)

Techno economic analysis of PV pumping system for rural village in East Java
著者:: 2-s2.0-85205568095
出版事項: (2024)

Experimental and numerical assessments of underlying natural air movement on PV modules temperature
著者:: 2-s2.0-85100653685
出版事項: (2021)

Roles of Medicinal Mushrooms as Natural Food Dyes and Dye-Sensitised Solar Cells (DSSC): Synergy of Zero Hunger and Affordable Energy for Sustainable Development
著者:: Ahmad N.; Vunduk J.; Klaus A.; Dahlan N.Y.; Ghosh S.; Muhammad-Sukki F.; Dufossé L.; Bani N.A.; Wan-Mohtar W.A.A.Q.I.
出版事項: (2022)

Optimal Scree-CNN for Detecting NS1 Molecular Fingerprint from Salivary SERS Spectra
著者:: 2-s2.0-85091039639
出版事項: (2020)

Forecasting the incidence rates of top three cancers in Malaysia
著者:: 2-s2.0-85148912350
出版事項: (2023)

PV System Based Dynamic Voltage Restorer (DVR) in Water Pumping System for Agricultural Application
著者:: 2-s2.0-85125843649
出版事項: (2021)

Forecasting meteorological impacts on the environmental sustainability of a large-scale solar plant via artificial intelligence-based life cycle assessment
著者:: 2-s2.0-85179011303
出版事項: (2024)

Annealing Time Dependence in the Fabrication of Bismuth-based Perovskite Solar Cells (Bi-PeSCs) by the Hot Immersion Method
著者:: 2-s2.0-85188174612
出版事項: (2024)

Repeated time-series cross-validation: A new method to improved COVID-19 forecast accuracy in Malaysia
著者:: Abdul Aziz A.; Yusoff M.; Yaacob W.F.W.; Mustaffa Z.
出版事項: (2024)

HARDWARE DESIGN FOR MAXIMUM POWER POINT TRACKING (MPPT) BASED ON METAHEURISTIC ALGORITHM IN PHOTOVOLTAIC (PV) SYSTEMS
著者:: Darjat; Bima S.A.; Evangelista H.E.; Winardi B.; Zahra A.A.; Tahir N.M.
出版事項: (2024)

Weather Research Forecast (WRF) modification of land surface albedo simulations for urban Near Surface Temperature
著者:: Salleh S.A.; Latif Z.A.; Chan A.; Morris K.I.; Ooi M.C.G.; Mohd W.M.N.W.
出版事項: (2015)

Comparative analysis of ‘La’ modified BiFeO3-based perovskite solar cell devices for high conversion efficiency
著者:: 2-s2.0-85142431856
出版事項: (2023)

EXPLORING TYPE OF LEISURE ACTIVITIES AMONG THE ELDERLY IN COMMUNITY: AN IDEOGRAPHIC STUDY OF MALAYSIA CONTEXT
著者:: Tengku Makhtar T.M.A.; Abd Rahim M.Z.; Dahlan A.; Shamsuddin S.; Mohd Nawi S.N.
出版事項: (2023)