Research on time series prediction of hybrid intelligent systems based on deep learning

Research on time series prediction of hybrid intelligent systems based on deep learning

Power forecasting plays a crucial role in the operation of smart grid system, which is indispensable for making the operation plan of power system, improving economic efficiency and ensuring the quality of power supply. In order to enhance the accuracy of power load forecasting, a hybrid intelligent...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Shang Jin, Wang Weiqing, Shi Bingcun, Xu Xiaobo
Μορφή:	Άρθρο
Γλώσσα:	English
Έκδοση:	Elsevier 2024-09-01
Σειρά:	Intelligent Systems with Applications
Θέματα:	Component Intelligent systems Load forecasting Intelligent optimization Long short-term memory Genetic algorithm
Διαθέσιμο Online:	http://www.sciencedirect.com/science/article/pii/S2667305324000930

Παρόμοια τεκμήρια

Enhancing Electricity Load Forecasting with Machine Learning and Deep Learning
ανά: Arbër Perçuku, κ.ά.
Έκδοση: (2025-02-01)

Short-Term Load Forecasting for Electrical Power Distribution Systems Using Enhanced Deep Neural Networks
ανά: Shewit Tsegaye, κ.ά.
Έκδοση: (2024-01-01)

Time Series Forecasting of Electrical Energy Consumption Using Deep Learning Algorithm
ανά: E. O. Edoka, κ.ά.
Έκδοση: (2023-09-01)

Artificial Intelligence based accurately load forecasting system to forecast short and medium-term load demands
ανά: Faisal Mehmood Butt, κ.ά.
Έκδοση: (2021-04-01)

Integrating Long Short-Term Memory and Genetic Algorithm for Short-Term Load Forecasting
ανά: Arpita Samanta Santra, κ.ά.
Έκδοση: (2019-05-01)

A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network
ανά: Chujie Tian, κ.ά.
Έκδοση: (2018-12-01)

Short-Term Fuzzy Load Forecasting Model Using Genetic–Fuzzy and Ant Colony–Fuzzy Knowledge Base Optimization
ανά: Murat Luy, κ.ά.
Έκδοση: (2018-05-01)

Forecasting of Electric Load Using a Hybrid LSTM-Neural Prophet Model
ανά: Md Jamal Ahmed Shohan, κ.ά.
Έκδοση: (2022-03-01)

Long-Short-Term Memory Network Based Hybrid Model for Short-Term Electrical Load Forecasting
ανά: Liwen Xu, κ.ά.
Έκδοση: (2018-07-01)

A two-stage deep learning-based hybrid model for daily wind speed forecasting
ανά: Shahab S. Band, κ.ά.
Έκδοση: (2025-01-01)

An Improved Deep Learning Model for Electricity Price Forecasting
ανά: Rashed Iqbal, κ.ά.
Έκδοση: (2025-01-01)

Ultra-Short-Term Load Demand Forecast Model Framework Based on Deep Learning
ανά: Hongze Li, κ.ά.
Έκδοση: (2020-09-01)

Deep Ensemble Learning Model for Short-Term Load Forecasting within Active Learning Framework
ανά: Zengping Wang, κ.ά.
Έκδοση: (2019-10-01)

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †
ανά: Salah Bouktif, κ.ά.
Έκδοση: (2018-06-01)

Deep Learning Based Electricity Demand Forecasting in Different Domains
ανά: M. Imani
Έκδοση: (2020-03-01)

Hierarchical Clustering and Deep Learning for Short-Term Load Forecasting with Influenced Factors
ανά: Rio Indralaksono, κ.ά.
Έκδοση: (2022-08-01)

Construction and Application of Short-Term and Mid-Term Power System Load Forecasting Model Based on Hybrid Deep Learning
ανά: Hongsheng Xu, κ.ά.
Έκδοση: (2023-01-01)

Daily Natural Gas Load Forecasting Based on a Hybrid Deep Learning Model
ανά: Nan Wei, κ.ά.
Έκδοση: (2019-01-01)

Deep Learning-Based Short-Term Load Forecasting for Supporting Demand Response Program in Hybrid Energy System
ανά: Sholeh Hadi Pramono, κ.ά.
Έκδοση: (2019-08-01)

Applying Artificial Intelligence in Forecasting the Output of Industrial Solar Power Plant in Vietnam
ανά: Ninh Quang, κ.ά.
Έκδοση: (2021-11-01)

Short-Term Load Forecasting Based on VMD and Deep TCN-Based Hybrid Model with Self-Attention Mechanism
ανά: Qingliang Xiong, κ.ά.
Έκδοση: (2023-11-01)

Enhancing Weather Forecasting Integrating LSTM and GA
ανά: Rita Teixeira, κ.ά.
Έκδοση: (2024-07-01)

Enhanced Short-Term Load Forecasting: Error-Weighted and Hybrid Model Approach
ανά: Huiqun Yu, κ.ά.
Έκδοση: (2024-10-01)

A study on intelligent translation of English sentences by a semantic feature extractor
ανά: Jiang Shulun
Έκδοση: (2024-02-01)

Multi-Sequence LSTM-RNN Deep Learning and Metaheuristics for Electric Load Forecasting
ανά: Salah Bouktif, κ.ά.
Έκδοση: (2020-01-01)

Adaptive Clustering Long Short-Term Memory Network for Short-Term Power Load Forecasting
ανά: Yuanhang Qi, κ.ά.
Έκδοση: (2023-08-01)

Assessing Tolerance-Based Robust Short-Term Load Forecasting in Buildings
ανά: Juan Prieto, κ.ά.
Έκδοση: (2013-04-01)

The Structure of Working Memory and Its Relationship with Intelligence in Japanese Children
ανά: Yoshifumi Ikeda, κ.ά.
Έκδοση: (2023-08-01)

Successful Learning: Relationship Between Fluid Intelligence and Working Memory
ανά: Rzhanova I.E., κ.ά.
Έκδοση: (2020-04-01)

A Hybrid Residential Short-Term Load Forecasting Method Using Attention Mechanism and Deep Learning
ανά: Xinhui Ji, κ.ά.
Έκδοση: (2022-12-01)

Short-term power load forecasting using SSA-CNN-LSTM method
ανά: Yonggang Wang, κ.ά.
Έκδοση: (2024-12-01)

Short term electricity load forecasting using hybrid prophet-LSTM model optimized by BPNN
ανά: Tasarruf Bashir, κ.ά.
Έκδοση: (2022-11-01)

Optimizing electric load forecasting with support vector regression/LSTM optimized by flexible Gorilla troops algorithm and neural networks a case study
ανά: Zhirong Zhang, κ.ά.
Έκδοση: (2024-09-01)

Improving solar radiation source efficiency using adaptive dynamic squirrel search optimization algorithm and long short-term memory
ανά: Doaa Sami Khafaga, κ.ά.
Έκδοση: (2023-07-01)

ECG Forecasting System Based on Long Short-Term Memory
ανά: Henriques Zacarias, κ.ά.
Έκδοση: (2024-01-01)

Short-Term Photovoltaic Power Forecasting Based on Historical Information and Deep Learning Methods
ανά: Xianchao Guo, κ.ά.
Έκδοση: (2022-12-01)

An intelligent aerator algorithm inspired-by deep learning
ανά: Hongjie Deng, κ.ά.
Έκδοση: (2019-04-01)

Artificial Intelligence-Driven Prognosis of Respiratory Mechanics: Forecasting Tissue Hysteresivity Using Long Short-Term Memory and Continuous Sensor Data
ανά: Ghada Ben Othman, κ.ά.
Έκδοση: (2024-08-01)

Short-Term Load Forecasting Based on Deep Learning Bidirectional LSTM Neural Network
ανά: Changchun Cai, κ.ά.
Έκδοση: (2021-09-01)

Short-Term Prediction of Bus Passenger Flow Based on a Hybrid Optimized LSTM Network
ανά: Yong Han, κ.ά.
Έκδοση: (2019-08-01)