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Sujan Ghimire

university of southern queensland

23H指数
55论文数
2.5K被引数
收录论文 30
发表时间
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Explainable Singular Spectrum Analysis deep learning model for half-hourly electricity price prediction可解释奇异谱分析深度学习模型用于半小时间隔电价预测
errApplied Energy
IF11
err2026-02-20
err0
PREAI
errSujan Ghimire; Ravinesh C. Deo; Hangyue Liu; Konstantin Hopf; Thong Nguyen-Huy; David Casillas-Pérez; Jorge Pérez-Aracil; Sancho Salcedo-Sanz
err分享
err收藏
A comparative study of different kinematic wake models within metaheuristics for efficient wind farm layout optimization基于元启发式算法的不同运动学尾流模型在高效风力发电场布局优化中的比较研究
errRESULTS IN ENGINEERING
IF7.9
err2025-06-01
err0
errOAAI
errRomero-Barrera, Antonio J.; Casillas-Perez, David; Cornejo-Bueno, Laura; Perez-Aracil, Jorge; Paricio-Garcia, Alvaro; Lopez-Carmona, Miguel A.; Blanco-Sancho, Juan; Ghimire, Sujan; Deo, Ravinesh C.; Caamano, Antonio J.; Salcedo-Sanz, Sancho
err分享
err收藏
Hybrid CNN-GRU model for hourly flood forecasting index: case studies from the Fiji islands混合CNN-GRU模型用于小时洪水预报指数：斐济群岛案例研究
errSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
IF3.6
err2025-05-07
err0
errOAAI
errChand, Ravinesh; Deo, Ravinesh C.; Ghimire, Sujan; Thong, Nguyen-Huy; Ali, Mumtaz
err分享
err收藏
Electricity demand uncertainty modeling with Temporal Convolution Neural Network models
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2025-03-01
err0
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho; Acharya, Rajendra; Dinh, Toan
err分享
err收藏
Multi-step solar ultraviolet index prediction: integrating convolutional neural networks with long short-term memory for a representative case study in Queensland, Australia多步太阳紫外线指数预测：在澳大利亚昆士兰州代表性案例研究中，将卷积神经网络与长短期记忆网络相结合
errearth systems and environment
IF2.9
err2025-01-15
err3
PREAI
errAl-Musaylh, Mohanad S.; Al-Daffaie, Kadhem; Downs, Nathan; Ghimire, Sujan; Yaseen, Zaher Mundher; Igoe, Damien P.; Deo, Ravinesh C.; Parisi, Alfio V.; Jebar, Mustapha A. A.
err分享
err收藏
Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
errAPPLIED ENERGY
IF11
err2025-01-01
err1
errOAAI
errGhimire, Sujan; AL-Musaylh, Mohanad S.; Nguyen-Huy, Thong; Deo, Ravinesh C.; Acharya, Rajendra; Casillas-Perez, David; Yaseen, Zaher Mundher; Salcedo-Sanz, Sancho
err分享
err收藏
Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
errAPPLIED ENERGY
IF11
err2024-11-01
err3
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Sharma, Ekta; Salcedo-Sanz, Sancho; Barua, Prabal Datta; Acharya, U. Rajendra
err分享
err收藏
Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model
errWATER
IF3
err2024-11-01
err2
errOAAI
errJayasinghe, W. J. M. Lakmini Prarthana; Deo, Ravinesh C.; Raj, Nawin; Ghimire, Sujan; Yaseen, Zaher Mundher; Thong, Nguyen-Huy; Ghahramani, Afshin
err分享
err收藏
Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index
errWATER
IF3
err2024-05-29
err0
errOAAI
errChand, Ravinesh; Nguyen-Huy, Thong; Deo, Ravinesh C.; Ghimire, Sujan; Ali, Mumtaz; Ghahramani, Afshin
err分享
err收藏
Electricity demand error corrections with attention bi-directional neural networks
errENERGY
IF9.4
err2024-03-01
err6
PREAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
err分享
err收藏
Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting具有误差补偿技术的两步深度学习框架，用于短期半小时电价预测
errAPPLIED ENERGY
IF11
err2024-01-01
err14
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
err分享
err收藏
Efficient daily electricity demand prediction with hybrid deep-learning multi-algorithm approach基于混合深度学习多算法的高效日用电需求预测
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2023-12-01
err15
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
err分享
err收藏
Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables考虑局部气候变量的集成多头自关注变压器电力需求预测模型
errENERGY AND AI
IF9.6
err2023-10-01
err7
errOAAI
errGhimire, Sujan; Nguyen-Huy, Thong; AL-Musaylh, Mohanad S.; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
err分享
err收藏
A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
errJOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
IF4.9
err2023-09-01
err11
errOAAI
errPelaez-Rodriguez, C.; Perez-Aracil, J.; Prieto-Godino, L.; Ghimire, S.; Deo, R. C.; Salcedo-Sanz, S.
err分享
err收藏
A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction基于卷积神经网络和回声状态网络的日用电需求预测新方法
errENERGY
IF9.4
err2023-07-01
err31
errOAAI
errGhimire, Sujan; Nguyen-Huy, Thong; AL-Musaylh, Mohanad S.; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
err分享
err收藏
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction
errCOGNITIVE COMPUTATION
IF4.3
err2022-11-07
err38
PREAI
errGhimire, Sujan; Thong Nguyen-Huy; Prasad, Ramendra; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho; Bhandari, Binayak
err分享
err收藏
Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
errMEASUREMENT
IF5.6
err2022-10-01
err50
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho; Sharma, Ekta; Ali, Mumtaz
err分享
err收藏
Introductory Engineering Mathematics Students' Weighted Score Predictions Utilising a Novel Multivariate Adaptive Regression Spline Model
errSUSTAINABILITY
IF3.3
err2022-09-05
err2
errOAAI
errAhmed, Abul Abrar Masrur; Deo, Ravinesh C.; Ghimire, Sujan; Downs, Nathan J.; Devi, Aruna; Barua, Prabal D.; Yaseen, Zaher M.
err分享
err收藏
Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model
errSUSTAINABLE MATERIALS AND TECHNOLOGIES
IF9.2
err2022-07-01
err39
PREAI
errGhimire, Sujan; -Huy, Thong Nguyen; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
err分享
err收藏
Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms
errAPPLIED ENERGY
IF11
err2022-06-01
err45
PREAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
U
U. Rajendra Acharya
H 指数: 146 · 论文数: 1.1K
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H 指数: 89 · 论文数: 642
R
Ravinesh C. Deo
H 指数: 81 · 论文数: 588
S
Sancho Salcedo‐Sanz
H 指数: 60 · 论文数: 509
J
Jianchun Mi
H 指数: 50 · 论文数: 236
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