Univariate and multivariate short-term solar power forecasting of 25MWac Pasir Gudang utility-scale photovoltaic system using LSTM approach

QR Code

Univariate and multivariate short-term solar power forecasting of 25MWac Pasir Gudang utility-scale photovoltaic system using LSTM approach

The generation of solar photovoltaic (PV) systems in Malaysia has great potential due to the abundance of sunlight and high irradiation level. Malaysia's unique location near the equator makes solar energy the most attractive option for future energy sources. However, the erratic weather leads...

Full description

Bibliographic Details
Published in:	ENERGY REPORTS
Main Authors:	Rahman, Noor Hasliza Abdul; Hussin, Mohamad Zhafran; Sulaiman, Shahril Irwan; Hairuddin, Muhammad Asraf; Saat, Ezril Hisham Mat
Format:	Article; Proceedings Paper
Language:	English
Published:	ELSEVIER 2023
Subjects:	Energy & Fuels
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001124191100053

Similar Items

Univariate and multivariate short-term solar power forecasting of 25MWac Pasir Gudang utility-scale photovoltaic system using LSTM approach
by: Rahman N.H.A.; Hussin M.Z.; Sulaiman S.I.; Hairuddin M.A.; Saat E.H.M.
Published: (2023)

State-of-the-Art Probabilistic Solar Power Forecasting: A Structured Review
by: Rahman, et al.
Published: (2024)

Soil Contamination Assessment at Pasir Gudang Industrial Area
by: Lat D.C.; Mat Yusof D.A.; Rashid A.M.; Yasin M.H.; Hamid H.A.; Razali R.; Ali N.; Jais I.B.M.
Published: (2024)

Investigating Students’ Perception and Preferences of Online Learning in UiTM Pasir Gudang Campus
by: Mohammad S.N.; Yusof M.K.T.M.; Puaad M.B.F.M.; Jamal M.H.; Lee S.W.
Published: (2023)

A Comparative Study of Univariate and Multivariate Time Series Forecasting for CPO Prices Using Machine Learning Techniques
by: Mohd Fuad J.N.F.D.; Ibrahim Z.; Adam N.L.; Mat Diah N.
Published: (2024)

Multivariate versus univariate spectrum analysis of dentine sialophosphoprotein (DSPP) for root resorption prediction: a clinical trial
by: Mohd Zain M.N.; Md Yusof Z.; Basri K.N.; Yazid F.; Teh Y.X.; Ashari A.; Zainal Ariffin S.H.; Megat Abdul Wahab R.
Published: (2022)

Research on the Application of LSTM-SA-AdaBoost Hybrid Model in Stock Forecasting
by: Sun Y.; Mutalib S.; Omar N.; Huang M.
Published: (2023)

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)

Adimax chart for monitoring univariate processes
by: Harikrishnan K.K.; Chinna K.; Balachander K.
Published: (2009)

Assessing the Multiple Imputation Approach for Univariate Time Series Data of Geomagnetic Disturbance Event in Solar Cycle 24
by: Zainuddin A.; Hairuddin M.A.; Jusoh M.H.; Hashim M.H.; Benavides I.F.; Yassin A.I.M.
Published: (2023)

State-of-the-Art Probabilistic Solar Power Forecasting: A Structured Review
by: Rahman N.H.A.; Sulaiman S.I.; Hussin M.Z.; Hairuddin M.A.; Saat E.H.M.; Ashar N.D.K.
Published: (2024)

LSTM-based Deep Learning Method for Excessive Neutral-to-ground Voltage (NTGV) Localization in Secondary Distribution Systems
by: Mahadan M.E.; Abidin A.F.; Yusoh M.A.T.M.; Ashar N.D.K.; Mustapa R.F.; Hairuddin M.A.
Published: (2024)

Piano Teaching Action Recognition Based on LSTM
by: Sha R.; Tan B.
Published: (2024)

Comparison on the Performance of Several Outlier Detection Methods in Univariate Circular Wrapped Normal Sample
by: Zulkipli N.S.; Rambli A.
Published: (2019)

Pedestrian detection using doppler radar and LSTM neural network
by: Azizi M.A.M.; Noh M.N.M.; Pasya I.; Yassin A.I.M.; Megat Ali M.S.A.
Published: (2020)

Assessment of the impact of petroleum and petrochemical industries to the surrounding areas in Malaysia using mosses as bioindicator supported by multivariate analysis
by: Bin Abdullah M.Z.; Saat A.B.; Hamzah Z.B.
Published: (2012)

Mushroom House Monitoring System at Pondok Seri Permai, Pasir Puteh, Kelantan
by: Sheikh Abdul Nasir S.M.F.; Yusoff H.; Ghaffar H.; Mohd Yamin A.F.
Published: (2022)

COVID-19 classification using CNN-BiLSTM based on chest X-ray images
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumila L.; Setumin S.
Published: (2023)

Rainfall Nowcasting: A Convolutional LSTM Approach with Various Grayscale Representations of Weather Radar Images
by: Majang B.C.; Zaini N.; Mazalan L.; Latip M.F.A.
Published: (2023)

Leveraging LSTM and GRU-based deep neural coordination in intelligent transportation to strengthen security in the Internet of Vehicles
by: Yanmin, et al.
Published: (2024)

Leveraging LSTM and GRU-based deep neural coordination in intelligent transportation to strengthen security in the Internet of Vehicles
by: Yanmin C.; Sarkar A.; Zain J.M.; Bhar A.; Noorwali A.; Othman K.M.
Published: (2024)

PM2.5 and ozone in office environments and their potential impact on human health
by: Othman M.; Latif M.T.; Yee C.Z.; Norshariffudin L.K.; Azhari A.; Halim N.D.A.; Alias A.; Sofwan N.M.; Hamid H.H.A.; Matsumi Y.
Published: (2020)

COVID-19 detection based on chest x-ray images using inception V3-BiLSTM
by: Cahyani D.E.; Oktoviana L.T.; Hariadi A.D.; Setyawan F.F.; Setumin S.
Published: (2024)

Currency hedging strategies using multivariate garch models
by: Mohd M.A.; Nawawi A.H.M.; Hussin S.A.S.; Ramdzan S.N.A.
Published: (2016)

A Social-Based Study on Sustainable Well-Being (SoWell) Among Community in Tok Bali, Pasir Puteh, Kelantan
by: Razak A.A.; Yusuff N.A.; Mohamed A.A.R.; Shaari A.A.H.; Noor A.L.M.; Lukman Z.M.; Rusdi F.A.
Published: (2024)

Optimal sizing of a fixed-tilt ground-mounted grid-connected photovoltaic system with bifacial modules using Harris Hawks Optimization
by: Mohamed, et al.
Published: (2024)

Serum and Saliva 25(OH)D Levels in Relation to Dental Caries in Young Children
by: Hussein A.S.; Almoudi M.M.; Abu-Hassan M.I.; Schroth R.J.; Saripudin B.; Mohamad M.S.F.
Published: (2021)

The Effect of Occupant in Energy Consumption Prediction via Multiple Linear Regression Model in an Educational Building
by: Mustapa, et al.
Published: (2024)

EUROCENTRISM IN THE HUNT FOR THE ASSASSINATION OF J.W.W. BIRCH IN PASIR SALAK, PERAK BY ILLUSTRATED LONDON NEWS IN 1876: A VISUAL ANALYSIS
by: Tahir A.; Noor A.M.; Abdullah M.F.; Bakar S.A.S.A.; Omar A.
Published: (2023)

Comparative Life Cycle Assessment of Photovoltaic Systems with Uncertainty Analysis
by: Nordin, et al.
Published: (2024)

A novel computer-aided multivariate water quality index
by: Sim S.F.; Ling T.Y.; Lau S.; Jaafar M.Z.
Published: (2015)

Biological removal of ammonia by naturally grown bacteria in sand biofilter; [Penyingkiran ammonia secara biologi menggunakan bakteria semulajadi dalam biopenuras pasir]
by: Fuzieah S.; Sheikh Abdullah S.R.; Abu Hasan H.; Abd. Rahman N.
Published: (2018)

Novel Weakness Multivariate Quadratic Structures Detected within Macaulay Matrix
by: Abdullah K.; Ariffin M.R.K.; Abdul Jamal N.A.S.
Published: (2025)

Children's exposure to PM2.5 and its chemical constituents in indoor and outdoor schools urban environment
by: Othman M.; Latif M.T.; Mohd Naim N.N.; Mohamed Zain S.M.S.; Khan M.F.; Sahani M.; A Wahab M.I.; Md Sofwan N.; Abd Hamid H.H.; Mohamed A.F.
Published: (2022)

An assessment of stingless beehive climate impact using multivariate recurrent neural networks
by: Anuar N.H.K.; Yunus M.A.M.; Baharudin M.A.; Ibrahim S.; Sahlan S.; Faramarzi M.
Published: (2023)

Predicting particulate matter (PM2.5) in Malaysia using Multiple Linear Regression and Artificial Neural Network
by: Sobri N.M.; Wan Yaacob W.F.; Ismail N.A.; Malik M.A.A.; Rahman R.A.; Baser N.A.; Sukhairi S.A.M.
Published: (2021)

Relationship between Particulate Matter (PM2.5) Concentration and Aerosol Optical Depth (AOD) throughout Peninsular Malaysia
by: Talib N.; Sa'Aidi N.A.M.; Narashid R.H.; Zaki N.A.M.; Saad N.M.; Abdullah S.; Mohd F.A.
Published: (2022)

Spatial Distribution of Particulate Matter (PM2.5) in Klang Valley using Inverse Distance Weighting Interpolation Model
by: Ismain S.H.A.; Salleh S.A.; Mohammad Sham N.; Wan Azmi W.N.F.; Zulkiflee A.L.; Ab Rahman A.Z.
Published: (2023)

Optimizing solar PV investments: A comprehensive decision-making index using CRITIC and TOPSIS
by: Ilham, et al.
Published: (2024)

Differential expression of AMPK subunit isoforms in subcutaneous adipose tissue of post-mortem subjects with BMI>25kg/m2
by: Aznam N.Z.; Rahman T.H.A.; Razali R.H.; Ismail Z.; Ismail A.M.; Feng S.S.; Singh M.K.C.
Published: (2022)