Sökresultat - "Short-term forecasting"

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  1. 1
    Temperature Effect on Short-Term Electricity Demand Forecasting

    Temperature Effect on Short-Term Electricity Demand Forecasting

    Bibin, G.S., Vennila, H., Rajesh

    2025 5th International Conference on Trends in Material Science and Inventive Materials (ICTMIM)

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  2. 2
    Advanced Wind Power Forecasting Using Parallel Convolutional Networks and Attention-Driven CNN-LSTM

    Advanced Wind Power Forecasting Using Parallel Convolutional Networks and Attention-Driven CNN-LSTM

    Lella, VeeraKotlu, Raju, Bathula, Yasmeena, Saxena, Vigya, Tewari, Somesh Vinayak, Mahto, Tarkeshwar

    2025 IEEE 1st International Conference on Smart and Sustainable Developments in Electrical Engineering (SSDEE)

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  3. 3
    Transfer Learning for Solar Energy Forecasting: A Comparative Study of BGRU and T-BGRU Models

    Transfer Learning for Solar Energy Forecasting: A Comparative Study of BGRU and T-BGRU Models

    Shanker, M., Kulkarni, Vikram, Rao, Ashwini, Sahoo, Sarat Kumar

    2025 International Conference on Sustainable Energy Technologies and Computational Intelligence (SETCOM)

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  4. 4
    Improving Short-Term Weather Predictions Using GANs

    Improving Short-Term Weather Predictions Using GANs

    Singla, Sanjay, Kumar, Neeraj, Singh, Kulwinder, Rawat, Kavya, Singh, Vedant, Sachdeva, Abhinav

    2024 International Conference on Progressive Innovations in Intelligent Systems and Data Science (ICPIDS)

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  5. 5
    An Improved Cloud Image-Solar Irradiance Ultra-Short-Term Forecasting Model Based on DRL and RBFNN

    An Improved Cloud Image-Solar Irradiance Ultra-Short-Term Forecasting Model Based on DRL and RBFNN

    Yu, Yinshu, Huang, Liang, Zhu, Xiaojie, Zhang, Duxi, Chen, Xuanjun

    2024 5th International Symposium on New Energy and Electrical Technology (ISNEET)

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  6. 6
    A Power Grid Service Activity Forecasting Method Based on GRU-PoolTransformer

    A Power Grid Service Activity Forecasting Method Based on GRU-PoolTransformer

    Xie, Shanyi, Zhan, Congcong, Zhou, Longfei, Li, Xingwang, Li, Yan, Nong, Caiyan

    2024 4th International Conference on Communication Technology and Information Technology (ICCTIT)

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  7. 7
    TimesKAN: A Generic Backbone Network for Time Series Prediction Based on Kolmogorov-Arnold Networks

    TimesKAN: A Generic Backbone Network for Time Series Prediction Based on Kolmogorov-Arnold Networks

    Yu, Bihui, Wang, Zong, Fu, Lijun

    2024 10th International Conference on Computer and Communications (ICCC)

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  8. 8
    Short term load automatic forecasting method for power system based on PSO-DBN model

    Short term load automatic forecasting method for power system based on PSO-DBN model

    Guo, Weibin, Peng, Feijin, Peng, Xiuya, Zhang, Wenjun, Zhu, Yanting

    2024 4th International Conference on Smart Grid and Energy Internet (SGEI)

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  9. 9
    SW Forecaster: An Intelligent Data-Driven Approach for Water Usage Demand Forecasting

    SW Forecaster: An Intelligent Data-Driven Approach for Water Usage Demand Forecasting

    Ubaid, Ayesha, Lin, Xiaojie, Hussain, Farookh Khadeer

    2024 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)

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  10. 10
    Short-Term Load Prediction of Electric Vehicle Charging Station Based on Transformer

    Short-Term Load Prediction of Electric Vehicle Charging Station Based on Transformer

    Zhang, Cheng, Zhang, Luo, Qu, Hua, Mai, Yongbin

    2024 Boao New Power System International Forum - Power System and New Energy Technology Innovation Forum (NPSIF)

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  11. 11
    Based on MHA-CNN-GRU Short-term EVT Error Prediction Method

    Based on MHA-CNN-GRU Short-term EVT Error Prediction Method

    Chen, Haoyu, Li, Zhenhua, Li, Zhenxing, Xu, Yanchun, Cheng, Zijuan

    2024 4th International Conference on Intelligent Power and Systems (ICIPS)

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  12. 12
    Short-Term Forecasting of Evaporation Ducts Based on GraphCastGFS

    Short-Term Forecasting of Evaporation Ducts Based on GraphCastGFS

    Feng, Chongyang, Wang, Shuwen, Yang, Fan, Yang, Kunde, Chunlong, Huang

    2024 14th International Symposium on Antennas, Propagation and EM Theory (ISAPE)

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  13. 13
    Deep Learning Based UNet for Global Ionospheric Forecasting

    Deep Learning Based UNet for Global Ionospheric Forecasting

    Xue, Kaiyu, Shi, Chuang, Wang, Cheng

    2024 14th International Symposium on Antennas, Propagation and EM Theory (ISAPE)

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  14. 14
    Solar Irradiation Nowcasting Using Local Cloud Coverage Satellite Images for CNN-based Method: A Comprehensive Methodology and a Real Case Study

    Solar Irradiation Nowcasting Using Local Cloud Coverage Satellite Images for CNN-based Method: A Comprehensive Methodology and a Real Case Study

    Sakwa, Maciej, Ogliari, Emanuele, Leva, Sonia, Betti, Giulio, Sgro, Daniele

    2024 IEEE International Conference on Artificial Intelligence & Green Energy (ICAIGE)

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  15. 15
    Enhancing Short-Term Load Forecasting in Internet of Things: A Hybrid Attention-based CNN-BiLSTM with Data Augmentation Approach

    Enhancing Short-Term Load Forecasting in Internet of Things: A Hybrid Attention-based CNN-BiLSTM with Data Augmentation Approach

    Aboya Messou, Franck Junior, Chen, Jinhua, Katabarwa, Robert, Zhao, Zihan, Yu, Keping

    2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)

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  16. 16
    Very Short-Term Solar Irradiance Forecasting for Photovoltaic Power Integration with the Grid: Potentials and Challenges for Africa

    Very Short-Term Solar Irradiance Forecasting for Photovoltaic Power Integration with the Grid: Potentials and Challenges for Africa

    Ansong, Martin, Nyang'onda, Thomas N., Musembi, Robinson J., Richards, Bryce S.

    2024 IEEE PES/IAS PowerAfrica

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  17. 17
    Very Short-Term Feeder Load Forecasting Using Deep Learning for Real-Time Stability Monitoring in Smart Power Grids

    Very Short-Term Feeder Load Forecasting Using Deep Learning for Real-Time Stability Monitoring in Smart Power Grids

    Ugwuagbo, Emenike, Ray, Biplob, Sui, Jay, Nabi, Nurun, Datta, Ujjwal

    2024 IEEE SmartBlock4Africa

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  18. 18
    Short-term Solar Power Forecasting: An Accuracy Comparison of Machine Learning Methods versus Typical Daily Curve

    Short-term Solar Power Forecasting: An Accuracy Comparison of Machine Learning Methods versus Typical Daily Curve

    Li, Shengjie, Liu, Rui, Wang, Jiaming, Gong, Qingpeng, Du, Zhongkui, Sun, Guodong

    2024 6th International Conference on Energy, Power and Grid (ICEPG)

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  19. 19
    Multi-Model Adaptive Combination Forecasting Method for Ultra-Short-Term PV Power Based on Fluctuation Pattern Recognition

    Multi-Model Adaptive Combination Forecasting Method for Ultra-Short-Term PV Power Based on Fluctuation Pattern Recognition

    Yang, Bo, Wang, Wei, Li, Mingyang, An, Ting, Li, Liming, Zhang, Chunyang, Tian, Yuxuan, Wang, Fei

    2024 International Conference on Smart Energy Systems and Technologies (SEST)

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  20. 20
    Transfer Learning Approach for Rainfall Class Amount Prediction Using Uganda's Lake Victoria Basin Weather Dataset

    Transfer Learning Approach for Rainfall Class Amount Prediction Using Uganda's Lake Victoria Basin Weather Dataset

    Gahwera, Tumusiime Andrew, Eyobu, Odongo Steven, Isaac, Mugume

    2024 5th International Conference on Big Data Analytics and Practices (IBDAP)

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