Forecasting Market Clearing Prices in Electricity Markets with Time Series Based Machine Learning Models

被引:0
|
作者
Yağmur, Mehmet Bora [1 ]
Turhan, Kağan [1 ]
Kaya, Tolga [1 ]
机构
[1] Department of Management Engineering, Istanbul Technical University, Istanbul,34367, Turkey
来源
Lecture Notes in Networks and Systems | 2024年 / 1090 LNNS卷
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:20 / 28
相关论文
共 20 条
  • [1] Analysis and forecasting of financial time series using CNN and LSTM-based deep learning models
    Mehtab, Sidra
    Sen, Jaydip
    Dasgupta, Subhasis
    arXiv, 2020,
  • [2] A novel combination forecasting algorithm based on time series
    Yang, Lihua
    Li, Baolin
    Li, Xuetao
    Yin, Lvjiang
    International Journal of Database Theory and Application, 2015, 8 (02): : 157 - 170
  • [3] Machine Learning-Based Anomaly Detection for Multivariate Time Series with Correlation Dependency
    Chauhan, Shashank
    Lee, Sudong
    IEEE Access, 2022, 10 : 132062 - 132070
  • [4] Fuzzy Time Series Method Comparison of Chen and Cheng Models to Predict Chili Prices
    Wirawan, I Made
    Zaeni, Ilham Ari Elbaith
    Mujaddid, Unggul Achmad
    Jaya, Abdul Syukor Bin Mohamad
    7th International Conference on Electrical, Electronics and Information Engineering: Technological Breakthrough for Greater New Life, ICEEIE 2021, 2021,
  • [5] Relevance vector machine based on particle swarm optimization of compounding kernels in electricity load forecasting
    Duan, Qing
    Zhao, Jian-Guo
    Ma, Yan
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2010, 14 (06): : 33 - 38
  • [6] Prediction of the Consolidation Coefficient of Soft Soil Based on Machine Learning Models
    Wang, Caijin
    Yang, Yang
    Chang, Jianxin
    Cai, Guojun
    He, Huan
    Wu, Meng
    Liu, Songyu
    SOIL MECHANICS AND FOUNDATION ENGINEERING, 2024, 61 (03) : 223 - 229
  • [7] Hybrid Time-Series Framework for Daily-Based PM2.5Forecasting
    Chiang, Pei-Wen
    Horng, Shi-Jinn
    IEEE Access, 2021, 9 : 104162 - 104176
  • [8] Burst detection in district metering areas based on long sequence time-series forecasting
    Wen, Siqi
    Long, Tianyu
    He Jishu/Nuclear Techniques, 2023, 46 (05): : 62 - 71
  • [9] Non-linear and Non-steady Time Series Forecasting Method Based on EMD and OSELM
    Xu, Xuebin
    An, Meijuan
    Cao, Shuxin
    Lu, Longbin
    Su, Liangxu
    Yang, Tao
    Luo, Jiaqi
    International Journal of Network Security, 2023, 25 (01) : 61 - 67
  • [10] A combined deep learning load forecasting model of single household resident user considering multi-time scale electricity consumption behavior
    Yang, Wangwang
    Shi, Jing
    Li, Shujian
    Song, Zhaofang
    Zhang, Zitong
    Chen, Zexu
    Applied Energy, 2022, 307