Anomaly detection using K-Means and long-short term memory for predictive maintenance of large-scale solar (LSS) photovoltaic plant

QR رمز

Anomaly detection using K-Means and long-short term memory for predictive maintenance of large-scale solar (LSS) photovoltaic plant

Detecting and monitoring faults in solar photovoltaic (PV) systems is crucial to ensure optimal efficiency and prevent safety and fire hazards. However, the conventional operation and maintenance (O&M) of solar PV systems do not utilize machine learning for fault detection and classification. Th...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Energy Reports
المؤلف الرئيسي:	2-s2.0-85173448238
التنسيق:	مقال
اللغة:	English
منشور في:	Elsevier Ltd 2023
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85173448238&doi=10.1016%2fj.egyr.2023.09.159&partnerID=40&md5=a0500fdfd9ea2b1f3fcc66538565b973

مواد مشابهة

Lung diseases identification using hybrid transfer learning and bidirectional long short-term memory
بواسطة: Cahyani D.E.; Oktoviana L.T.; Yasin M.; Wahyuningsih S.; Dionixius; Maulidaningsih R.; Setumin S.
منشور في: (2025)

Hyperparameter Analysis-based Long-Short Term Memory (LSTM) for Power Quality Disturbances Classification
بواسطة: Fadzli M.F.H.M.; Shahbudin S.
منشور في: (2024)

Topology Approach for Crude Oil Price Forecasting of Particle Swarm Optimization and Long Short-Term Memory
بواسطة: Yusoff M.; Ehsan D.; Sharif M.Y.; Sallehud-din M.T.M.
منشور في: (2024)

Mixed intercropping with long-term and short-term crops in Gubuk Alang, Kopang, Lombok, Indonesia
بواسطة: Ananda, وآخرون
منشور في: (2024)

Investigation of Electromagnetic Radiation (EMR) Before and After Super Brain Yoga Exercise Comparing with Short-Term Memory
بواسطة: 2-s2.0-85219503441
منشور في: (2025)

TRPM4 inhibition improves spatial memory impairment and hippocampal long-term potentiation deficit in chronic cerebral hypoperfused rats
بواسطة: 2-s2.0-85087955873
منشور في: (2020)

A NOVEL INDUCED CURRENT PROTECTION SCHEME FOR LARGE-SCALE SOLAR PHOTOVOLTAIC SYSTEMS USING EARLY STREAMER EMISSIONS
بواسطة: Zakaria, وآخرون
منشور في: (2025)

Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
بواسطة: 2-s2.0-85173601977
منشور في: (2023)

Performance analysis of the energy consumption of the scheduling algorithms in long term evolution LTE (long term evolution) networks
بواسطة: Yusoff N.M.; Ali D.M.; Noh K.S.S.K.M.
منشور في: (2016)

Short- And long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach
بواسطة: Aziz F.; Malek S.; Ibrahim K.S.; Shariff R.E.R.; Wan Ahmad W.A.; Ali R.M.; Liu K.T.; Selvaraj G.; Kasim S.
منشور في: (2021)

Anomaly analysis for the classification purpose of intrusion detection system with K-nearest neighbors and deep neural network
بواسطة: 2-s2.0-85084845246
منشور في: (2019)

ASSESSMENT OF STRING INVERTERS FOR LARGE-SCALE SOLAR POWER PLANT IN MALAYSIA’S
بواسطة: 2-s2.0-85141769883
منشور في: (2022)

Homestay Recommender System Using Content-Based Filtering and K-Means Algorithm
بواسطة: Azman N.A.B.N.; Daud N.M.N.; Sabri N.M.; Abu Bakar N.A.A.
منشور في: (2024)

Assessing Sustainability Impacts and Paradoxes of Large-Scale Solar Farms in Energy Infrastructure Project
بواسطة: Binti Ismail S.I.H.; Kumar Sinnakaudan S.; Jeffery K.A.A.; Zakaria Z.; Yong Seng L.
منشور في: (2024)

Corporate governance and default risk in long-term conventional bonds and sukuk in Malaysia
بواسطة: 2-s2.0-84989907979
منشور في: (2016)

Analysis of ULF Emissions in Solar Winds as A Short-Term Earthquake Precursor
بواسطة: Zafar S.N.A.S.; Umar R.; Sabri N.H.; Jusoh M.H.; Yoshikawa A.; Abe S.; Uozumi T.
منشور في: (2023)

Segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images based on K-mean clustering procedure
بواسطة: Osman M.K.; Mashor M.Y.; Saad Z.; Jaafar H.
منشور في: (2010)

Application of Artificial Neural Networks for Performance Prediction of a Large-Scale Solar Farm in Eastern Malaysia
بواسطة: Md Mazmi M.I.W.B.; Ahmad N.; Aziz M.A.S.A.; Rining A.R.; Pirdaus N.A.; Annuar I.
منشور في: (2024)

Estimation Large-Scale Fading Channels for Transmit Orthogonal Pilot Reuse Sequences in Massive MIMO System
بواسطة: 2-s2.0-85146487553
منشور في: (2022)

Skeletal metastases in renal cell carcinoma: A peculiar occurrence after treatment and long term remission
بواسطة: Hamid F.; Abidin Z.A.; Hayati F.; Inn F.X.; Zainuddin Z.
منشور في: (2019)

Evaluation of k-modes-type algorithms for clustering Y-short tandem repeats data
بواسطة: Seman A.; Bakar Z.A.; Isa M.N.
منشور في: (2012)

Long-term electricity demand forecasting for malaysia using artificial neural networks in the presence of input and model uncertainties
بواسطة: Tai V.C.; Tan Y.C.; Rahman N.F.A.; Che H.X.; Chia C.M.; Saw L.H.; Ali M.F.
منشور في: (2021)

Effects of short-term high-intensity exercise on oxidative stress and antioxidant levels in healthy young males
بواسطة: Raharjo S.; Fitri M.; Yunus M.; Paramitha S.T.; Williyanto S.; Abidin N.E.Z.; Azidin R.M.F.R.
منشور في: (2024)

Performance of Bayesian Model Averaging (BMA) for Short-Term Prediction of PM10 Concentration in the Peninsular Malaysia
بواسطة: Ramli N.; Abdul Hamid H.; Yahaya A.S.; Ul-Saufie A.Z.; Mohamed Noor N.; Abu Seman N.A.; Kamarudzaman A.N.; Deák G.
منشور في: (2023)

Effects of short-term high-intensity exercise on oxidative stress and antioxidant levels in healthy young males
بواسطة: Raharjo, وآخرون
منشور في: (2024)

Colour image segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images using moving k-mean clustering procedure
بواسطة: Osman M.K.; Saad Z.; Mashor M.Y.; Jaafar H.
منشور في: (2010)

A New Attention Mechanism for Semi-Guided Annotation of Very Large-Scale Pavement Defect Labelling in Malaysia Road Images
بواسطة: Maruzuki M.I.F.; Osman M.K.; Setumin S.; Ibrahim A.
منشور في: (2024)

Long-term exposure to outdoor and household air pollution and blood pressure in the Prospective Urban and Rural Epidemiological (PURE) study
بواسطة: Arku R.E.; Brauer M.; Ahmed S.H.; AlHabib K.F.; Avezum Á.; Bo J.; Choudhury T.; Dans A.M.; Gupta R.; Iqbal R.; Ismail N.; Kelishadi R.; Khatib R.; Koon T.; Kumar R.; Lanas F.; Lear S.A.; Wei L.; Lopez-Jaramillo P.; Mohan V.; Poirier P.; Puoane T.; Rangarajan S.; Rosengren A.; Soman B.; Caklili O.T.; Yang S.; Yeates K.; Yin L.; Yusoff K.; Zatoński T.; Yusuf S.; Hystad P.
منشور في: (2020)

Long-Term High-Intensity Plyometric Training Increases Muscle Strength and Power of The Lower Body in Young Healthy Males
بواسطة: 2-s2.0-85195784854
منشور في: (2024)

Performance of multiple linear regression model for long-term PM 10 concentration prediction based on gaseous and meteorological parameters
بواسطة: 2-s2.0-84866261034
منشور في: (2012)

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

Multi-Modal Fusion for Multi-Task Fuzzy Detection of Rail Anomalies
بواسطة: Liyuan Y.; Osman G.; Abdul Rahman S.; Mustapha M.F.
منشور في: (2024)

Occupants' satisfaction on building maintenance of government quarters
بواسطة: Ismail N.; Ali S.N.A.M.; Othman N.A.; Jaffar N.
منشور في: (2017)

Built heritage maintenance: A Malaysian perspectives
بواسطة: 2-s2.0-84855711306
منشور في: (2011)

A low-GI diet is associated with a short-term improvement of glycaemic control in Asian patients with type 2 diabetes
بواسطة: 2-s2.0-61549090014
منشور في: (2009)

Understanding the mode-of-action of Cassia auriculata via in silico and in vivo studies towards validating it as a long term therapy for type II diabetes
بواسطة: 2-s2.0-84979768784
منشور في: (2017)

Biomimetic Architecture in Building Envelope Maintenance (A Literature)
بواسطة: Agus Salim N.A.; Mydin M.A.O.; Ulang N.H.Md.
منشور في: (2014)

Collaborative Task Allocation Problem in Laboratory Equipment Maintenance in Universities
بواسطة: Hu H.; Dolah N.A.; Ahmad N.D.
منشور في: (2024)

Anomaly detection and assessment of PM10 functional data at several locations in the Klang Valley, Malaysia
بواسطة: 2-s2.0-84923190837
منشور في: (2015)

Bending performance of RC beams strenghtened with near surface mounted carbon fiber reinforced polymer (CFRP) plate or rod under long term saltwater exposure
بواسطة: Mishad A.; Hisbany M.; Hashim M.; Ibrahim A.; Saidin S.B.
منشور في: (2018)