- Abdullah-Al-Mahbub, Md ; Islam, Abu Reza Md Towfiqul Current status of running renewable energy in Bangladesh and future prospect. 2023 A global comparison. -
Paper not yet in RePEc: Add citation now
Alonso-Montesinos, Joaquın ; Javier Batlles, Francisco Solar radiation forecasting in the short-and medium-term under all sky conditions. 2015 Energy. 83 387-393
Benali, Lamara Solar radiation forecasting using artificial neural network and random forest methods: application to normal beam, horizontal diffuse and global components. 2019 Renew. Energy. 132 871-884
- Bhatt, Ankit ; Ongsakul, Weerakorn ; Singh, Jai Govind Sliding window approach with first-order differencing for very short-term solar irradiance forecasting using deep learning models. 2022 Sustain. Energy Technol. Assessments. 50 -
Paper not yet in RePEc: Add citation now
- Bubenik, Peter Statistical topological data analysis using persistence landscapes. 2015 J. Mach. Learn. Res.. 16 77-102
Paper not yet in RePEc: Add citation now
- Buster, Grant Physics-guided machine learning for improved accuracy of the national solar radiation Database. 2022 Sol. Energy. 232 483-492
Paper not yet in RePEc: Add citation now
Caldas, M. ; Alonso-Suárez, R. Very short-term solar irradiance forecast using all-sky imaging and real-time irradiance measurements. 2019 Renew. Energy. 143 1643-1658
- Carlsson, Gunnar Topological methods for data modelling. 2020 Nature Reviews Physics. 2 697-708
Paper not yet in RePEc: Add citation now
Carneiro, Tatiane C. Ridge regression ensemble of machine learning models applied to solar and wind forecasting in Brazil and Spain. 2022 Appl. Energy. 314 -
Cheng, Hsu-Yung Cloud tracking using clusters of feature points for accurate solar irradiance nowcasting. 2017 Renew. Energy. 104 281-289
- Chu, Tsai Estimation of solar irradiance and solar power based on all-sky images. 2023 Sol. Energy. 249 495-506
Paper not yet in RePEc: Add citation now
- Chu, Zheng ; Yu, Jiong ; Hamdulla, Askar LPG-model: a novel model for throughput prediction in stream processing, using a light gradient boosting machine, incremental principal component analysis, and deep gated recurrent unit network. 2020 Inf. Sci.. 535 107-129
Paper not yet in RePEc: Add citation now
- Cohen-Steiner, David ; Herbert, Edelsbrunner ; Harer, John Stability of persistence diagrams. 2005 En : Proceedings of the Twenty-First Annual Symposium on Computational Geometry. :
Paper not yet in RePEc: Add citation now
- Deo, Satya Algebraic Topology. 2018 Springer Singapore:
Paper not yet in RePEc: Add citation now
- Dincer, Furkan The analysis on photovoltaic electricity generation status, potential and policies of the leading countries in solar energy. 2011 Renewable and sustainable energy reviews. 15 713-720
Paper not yet in RePEc: Add citation now
- Dolara, Alberto ; Leva, Sonia ; Manzolini, Giampaolo Comparison of different physical models for PV power output prediction. 2015 Sol. Energy. 119 83-99
Paper not yet in RePEc: Add citation now
Du, Juan Short-term solar irradiance forecasts using sky images and radiative transfer model. 2018 Energies. 11 1107-
- Edelsbrunner, Letscher ; Zomorodian, Topological persistence and simplification. 2002 Discrete Comput. Geom.. 28 511-533
Paper not yet in RePEc: Add citation now
- Faisal, ANM Fahim Neural networks based multivariate time series forecasting of solar radiation using meteorological data of different cities of Bangladesh. 2022 Results in Engineering. 13 -
Paper not yet in RePEc: Add citation now
- Fang, Y. ; Zhu, Y. ; Huang, R. Research on tower-type solar photothermal power generation technology[C]. 2021 En : . IOP Publishing:
Paper not yet in RePEc: Add citation now
Feng, Yu Machine learning models to quantify and map daily global solar radiation and photovoltaic power. 2020 Renew. Sustain. Energy Rev.. 118 -
- Gangwar, Pavan ; Tripathi, Ravi Pratap ; Singh, Ashutosh Kumar Solar photovoltaic tree: a review of designs, performance, applications, and challenges. 2021 Energy Sources, Part A Recovery, Util. Environ. Eff.. 1-28
Paper not yet in RePEc: Add citation now
- Golam, Mohtasin A long short-term memory-based solar irradiance prediction scheme using meteorological data. 2021 Geosci. Rem. Sens. Lett. IEEE. 19 1-5
Paper not yet in RePEc: Add citation now
- Grell, Georg A. ; Freitas, Saulo R. A scale and aerosol aware stochastic convective parameterization for weather and air quality modeling. 2014 Atmos. Chem. Phys.. 14 5233-5250
Paper not yet in RePEc: Add citation now
Guijo-Rubio, D. Evolutionary artificial neural networks for accurate solar radiation prediction. 2020 Energy. 210 -
- Han, Tian A deep leaming model with multi-scale skip connections for solar flare prediction combined with prior information. 2019 En : 2019 IEEE International Conference on Big Data (Big Data). IEEE:
Paper not yet in RePEc: Add citation now
Hanif, Imran Fossil fuels, foreign direct investment, and economic growth have triggered CO2 emissions in emerging Asian economies: some empirical evidence. 2019 Energy. 171 493-501
- Hosseinnezhad, Mozhgan Towards low cost and green photovoltaic devices: using natural photosensitizers and MoS2/Graphene oxide composite counter electrodes. 2023 Opt. Mater.. 139 -
Paper not yet in RePEc: Add citation now
Huang, A 3D ConvLSTM-CNN network based on multi-channel color extraction for ultra-short-term solar irradiance forecasting. 2023 Energy. 272 -
- Huber, Stefan Persistent homology in data science. 2021 En : Data Science–Analytics and Applications: Proceedings of the 3rd International Data Science Conference–iDSC2020. Springer Fachmedien Wiesbaden:
Paper not yet in RePEc: Add citation now
Kannan, Nadarajah ; Vakeesan, Divagar Solar energy for future world:-A review. 2016 Renewable and sustainable energy reviews. 62 1092-1105
- Kong, Weicong Short-term residential load forecasting based on LSTM recurrent neural network. 2017 IEEE Trans. Smart Grid. 10 841-851
Paper not yet in RePEc: Add citation now
- Kumar, Anil ; Kashyap, Yashwant ; Kosmopoulos, Panagiotis Enhancing solar energy forecast using multi-column convolutional neural network and multipoint time series approach. 2022 Rem. Sens.. 15 107-
Paper not yet in RePEc: Add citation now
- Kumar, Dhivya Sampath Solar irradiance resource and forecasting: a comprehensive review. 2020 IET Renew. Power Gener.. 14 1641-1656
Paper not yet in RePEc: Add citation now
- Kumari, Pratima ; Toshniwal, Durga Deep learning models for solar irradiance forecasting: a comprehensive review. 2021 J. Clean. Prod.. 318 -
Paper not yet in RePEc: Add citation now
Kumari, Pratima ; Toshniwal, Durga Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting. 2021 Appl. Energy. 295 -
- Kurtz, Benjamin ; Jan, Kleissl Measuring diffuse, direct, and global irradiance using a sky imager. 2017 Sol. Energy. 141 311-322
Paper not yet in RePEc: Add citation now
- Li, Li Review and outlook on the international renewable energy development. 2022 Energy and Built Environment. 3 139-157
Paper not yet in RePEc: Add citation now
- Li, Qing A Multi-step ahead photovoltaic power forecasting model based on TimeGAN, Soft DTW-based K-medoids clustering, and a CNN-GRU hybrid neural network. 2022 Energy Rep.. 8 10346-10362
Paper not yet in RePEc: Add citation now
- Liu, Shusen Visualizing high-dimensional data: advances in the past decade. 2016 IEEE Trans. Visual. Comput. Graph.. 23 1249-1268
Paper not yet in RePEc: Add citation now
- Marquez, Ricardo ; Coimbra, Carlos FM. Proposed metric for evaluation of solar forecasting models. 2013 J. Sol. Energy Eng.. 135 -
Paper not yet in RePEc: Add citation now
Meenal, R. ; Immanuel Selvakumar, A. Assessment of SVM, empirical and ANN based solar radiation prediction models with most influencing input parameters. 2018 Renew. Energy. 121 324-343
Mitrentsis, Georgios ; Lens, Hendrik An interpretable probabilistic model for short-term solar power forecasting using natural gradient boosting. 2022 Appl. Energy. 309 -
Nielson, Jessica L. Topological data analysis for discovery in preclinical spinal cord injury and traumatic brain injury. 2015 Nat. Commun.. 6 8581-
- Nouri, Bijan A hybrid solar irradiance nowcasting approach: combining all sky imager systems and persistence irradiance models for increased accuracy. 2022 Sol. RRL. 6 -
Paper not yet in RePEc: Add citation now
- Nouri, Bijan Probabilistic solar nowcasting based on all-sky imagers. 2023 Sol. Energy. 253 285-307
Paper not yet in RePEc: Add citation now
Paletta, Quentin ; Arbod, Guillaume ; Lasenby, Joan Omnivision forecasting: combining satellite and sky images for improved deterministic and probabilistic intra-hour solar energy predictions. 2023 Appl. Energy. 336 -
Pang, Zhihong ; Niu, Fuxin ; Zheng, O'Neill Solar radiation prediction using recurrent neural network and artificial neural network: a case study with comparisons. 2020 Renew. Energy. 156 279-289
Peng, Tian An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting. 2021 Energy. 221 -
Prasad, Ramendra Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation. 2019 Appl. Energy. 236 778-792
- Roddis, Philippa What shapes community acceptance of large-scale solar farms? A case study of the UK's first ‘nationally significant’solar farm. 2020 Sol. Energy. 209 235-244
Paper not yet in RePEc: Add citation now
Sansa, Ines ; Boussaada, Zina ; Mrabet Bellaaj, Najiba Solar radiation prediction using a novel hybrid model of ARMA and NARX. 2021 Energies. 14 6920-
- Shahid, Farah ; Zameer, Aneela ; Muneeb, Muhammad Predictions for COVID-19 with deep learning models of LSTM, GRU and Bi-LSTM. Chaos. 2020 Solitons & Fractals. 140 -
Paper not yet in RePEc: Add citation now
- Shin, Ju-Young ; Kim, Kyu Rang ; Lee, Yong Hee Spatial prediction of outdoor thermal comfort using an operational NWP model for city and regional scales: a case study in Korea. 2022 Urban Clim.. 45 -
Paper not yet in RePEc: Add citation now
- Skaf, Yara ; Laubenbacher, Reinhard Topological data analysis in biomedicine: a review. 2022 J. Biomed. Inf.. 130 -
Paper not yet in RePEc: Add citation now
- Smagulova, Kamilya ; James, Alex Pappachen A survey on LSTM memristive neural network architectures and applications. 2019 The European Physical Journal Special Topics. 228 2313-2324
Paper not yet in RePEc: Add citation now
- Smith, Alexander D. ; Dłotko, Paweł ; Zavala, Victor M. Topological data analysis: concepts, computation, and applications in chemical engineering. 2021 Comput. Chem. Eng.. 146 -
Paper not yet in RePEc: Add citation now
- Song, Tao A deep learning method with merged LSTM neural networks for SSHA prediction. 2020 IEEE J. Sel. Top. Appl. Earth Obs. Rem. Sens.. 13 2853-2860
Paper not yet in RePEc: Add citation now
Sun, Na An integrated framework based on an improved Gaussian process regression and decomposition technique for hourly solar radiation forecasting. 2022 Sustainability. 14 -
- Tauzin, Guillaume giotto-tda: a topological data analysis toolkit for machine learning and data exploration. 2021 J. Mach. Learn. Res.. 22 1834-1839
Paper not yet in RePEc: Add citation now
Venkatesan, Elumalai Perumal Effects of Injection timing and antioxidant on NOx reduction of CI engine fueled with algae biodiesel blend using machine learning techniques. 2022 Sustainability. 15 603-
- Wang, Huaizhi A review of deep learning for renewable energy forecasting. 2019 Energy Convers. Manag.. 198 -
Paper not yet in RePEc: Add citation now
- Wasserman, Larry Topological data analysis. 2018 Annual Review of Statistics and Its Application. 5 501-532
Paper not yet in RePEc: Add citation now
- Wu, Zhiyong Environmental impacts of large-scale CSP plants in northwestern China. 2014 Environmental Science: Process. Impacts. 16 2432-2441
Paper not yet in RePEc: Add citation now
- Yang, Dazhi A guideline to solar forecasting research practice: reproducible, operational, probabilistic or physically-based, ensemble, and skill (ROPES). 2019 J. Renew. Sustain. Energy. 11 -
Paper not yet in RePEc: Add citation now
Zeighami, Amir US West Coast droughts and heat waves exacerbate pollution inequality and can evade emission control policies. 2023 Nat. Commun.. 14 1415-
Zhu, Tingting Clear-sky model for wavelet forecast of direct normal irradiance. 2017 Renew. Energy. 104 1-8