Evaluating the Impact of Frequency Decomposition Techniques on LSTM-Based Household Energy Consumption Forecasting.
- Published in:
- Energies (19961073), 2025, v. 18, n. 10, p. 2507, doi. 10.3390/en18102507
- By:
- Publication type:
- Article
Works matching DE "LOAD forecasting (Electric power systems)"
Results: 1302
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Short-Term Power Load Forecasting Using Adaptive Mode Decomposition and Improved Least Squares Support Vector Machine.
- Published in:
- Energies (19961073), 2025, v. 18, n. 10, p. 2491, doi. 10.3390/en18102491
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- Publication type:
- Article
3
BWO–ICEEMDAN–iTransformer: A Short-Term Load Forecasting Model for Power Systems with Parameter Optimization.
- Published in:
- Algorithms, 2025, v. 18, n. 5, p. 243, doi. 10.3390/a18050243
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- Publication type:
- Article
4
High granular and short term time series forecasting of PM2.5 air pollutant - a comparative review.
- Published in:
- Artificial Intelligence Review, 2022, v. 55, n. 2, p. 1253, doi. 10.1007/s10462-021-09991-1
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- Publication type:
- Article
5
Knowledge-based power monitoring and fault prediction system for smart factories.
- Published in:
- Personal & Ubiquitous Computing, 2022, v. 26, n. 2, p. 307, doi. 10.1007/s00779-019-01348-4
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- Publication type:
- Article
6
基于VMD和改进TCN的短期光伏发电功率预测.
- Published in:
- Electronic Science & Technology, 2023, v. 36, n. 3, p. 42, doi. 10.16180/j.cnki.issn1007-7820.2023.03.007
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- Publication type:
- Article
7
基于PCA-PSO-SVM的球磨机负荷预测研究.
- Published in:
- Electronic Science & Technology, 2022, v. 35, n. 1, p. 29, doi. 10.16180/j.cnki.issn1007-7820.2022.01.005
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- Publication type:
- Article
8
盾构刀盘力学参数预测分析及运用研究.
- Published in:
- Construction Machinery & Equipment, 2023, v. 54, n. 2, p. 37
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- Publication type:
- Article
9
Ultra‐short‐term photovoltaic power forecasting of multifeature based on hybrid deep learning.
- Published in:
- International Journal of Energy Research, 2022, v. 46, n. 2, p. 1370, doi. 10.1002/er.7254
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- Publication type:
- Article
10
A generalized economic model for optimally selecting forecasted load profiles for measuring demand response in residential energy management system.
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- International Journal of Energy Research, 2021, v. 45, n. 11, p. 16262, doi. 10.1002/er.6857
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- Publication type:
- Article
11
A novel hybrid deep neural network model for short‐term electricity price forecasting.
- Published in:
- International Journal of Energy Research, 2021, v. 45, n. 2, p. 2511, doi. 10.1002/er.5945
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- Publication type:
- Article
12
Hybrid renewable energy‐based distribution system for seasonal load variations.
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- International Journal of Energy Research, 2018, v. 42, n. 3, p. 1066, doi. 10.1002/er.3902
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- Publication type:
- Article
13
Model‐based approach for planning renewable energy transition in a resource‐constrained electricity system—A case study from India.
- Published in:
- International Journal of Energy Research, 2018, v. 42, n. 3, p. 1023, doi. 10.1002/er.3892
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- Publication type:
- Article
14
Analysis of photovoltaic mini‐grid systems for remote locations: A techno‐economic approach.
- Published in:
- International Journal of Energy Research, 2018, v. 42, n. 3, p. 1363, doi. 10.1002/er.3886
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- Publication type:
- Article
15
Mid-Term Residential Load Forecasting Based on Feature Selection Using Neighborhood Component Analysis.
- Published in:
- Computational Intelligence in Electrical Engineering, 2022, v. 13, n. 2, p. 103, doi. 10.22108/ISEE.2020.121165.1322
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- Publication type:
- Article
16
ارائۀ مدل جدید تخمین مصرف انرژیبرق براساس مبدل های موجک موازی و شبکه های عصبی کانولوشن با یادگیری عمیق برای ساختمان های مسکونی
- Published in:
- Computational Intelligence in Electrical Engineering, 2020, v. 11, n. 3, p. 13
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- Publication type:
- Article
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پیش بینی روزانۀ قیمت برق با روش مبتنی بر ماشین یادگیری شدید، سیستم پیش پردازش کنندۀ و الگوریتم بهبودیافتۀ کلونی جستجوی ویروس
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- Computational Intelligence in Electrical Engineering, 2019, v. 10, n. 2, p. 73
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- Publication type:
- Article
18
Application of hybrid neural networks combined with comprehensive learning particle swarm optimization to shortterm load forecasting.
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- Computational Intelligence in Electrical Engineering, 2019, v. 10, n. 1, p. 31
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- Publication type:
- Article
19
Distributed approach in fault localisation and service restoration: State-of-the-Art and future direction.
- Published in:
- Cogent Engineering, 2019, v. 6, n. 1, p. 1, doi. 10.1080/23311916.2019.1628424
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- Publication type:
- Article
20
Methods on reflecting electricity consumption change characteristics and electricity consumption forecasting based on clustering algorithms and fuzzy matrices in buildings.
- Published in:
- Building Services Engineering Research & Technology, 2022, v. 43, n. 6, p. 703, doi. 10.1177/01436244221122851
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- Publication type:
- Article
21
Short-term load forecasting coupled with weather profile generation methodology.
- Published in:
- Building Services Engineering Research & Technology, 2018, v. 39, n. 3, p. 310, doi. 10.1177/0143624417740858
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- Publication type:
- Article
22
Short-term load forecasting using machine learning and periodicity decomposition.
- Published in:
- AIMS Energy, 2019, v. 7, n. 3, p. 382, doi. 10.3934/energy.2019.3.382
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- Publication type:
- Article
23
Synthesis of intelligent power management system of food manufacturing processes with power consumption prediction.
- Published in:
- Ukrainian Journal of Food Science, 2020, v. 8, n. 1, p. 105, doi. 10.24263/2310-1008-2020-8-1-11
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- Publication type:
- Article
24
Diffusion Convolutional Recurrent Neural Network-Based Load Forecasting During COVID-19 Pandemic Situation.
- Published in:
- Revue d'Intelligence Artificielle, 2022, v. 36, n. 5, p. 689, doi. 10.18280/ria.360505
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- Publication type:
- Article
25
Real-Time False Data Detection in Smart Grid Based on Fuzzy Time Series.
- Published in:
- Instrumentation, Mesures, Métrologies, 2019, v. 18, n. 5, p. 445, doi. 10.18280/i2m.180503
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- Publication type:
- Article
26
虚拟 CPU 负载预测算法性能评估.
- Published in:
- Telecommunication Engineering, 2022, v. 62, n. 4, p. 445, doi. 10.3969/j.issn.1001-893x.2022.04.006
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- Publication type:
- Article
27
Randomization and Entropy in Machine Learning and Data Processing.
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- Doklady Mathematics, 2022, v. 105, n. 3, p. 135, doi. 10.1134/S1064562422030073
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- Publication type:
- Article
28
基于CNN-LSTM的综合能源系统负荷预测模型.
- Published in:
- Journal of Chongqing University of Posts & Telecommunications (Natural Science Edition) / Chongqing Youdian Daxue Xuebao (Ziran Kexue Ban), 2023, v. 35, n. 2, p. 254, doi. 10.3979/j.issn.1673-825X.202112280447
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- Publication type:
- Article
29
A Grey hybrid model with industry share for the forecasting of cargo volumes and dynamic industrial changes.
- Published in:
- Transportation Letters, 2020, v. 12, n. 1, p. 25, doi. 10.1080/19427867.2018.1502505
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- Publication type:
- Article
30
Univariate and Multivariate LSTM Models for One Step and Multistep PV Power Forecasting.
- Published in:
- International Journal of Renewable Energy Development, 2022, v. 11, n. 3, p. 815, doi. 10.14710/ijred.2022.43953
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- Publication type:
- Article
31
Short-Term Power Load Forecasting Based on a Combination of VMD and ELM.
- Published in:
- Polish Journal of Environmental Studies, 2018, v. 27, n. 5, p. 2143, doi. 10.15244/pjoes/78244
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- Publication type:
- Article
32
Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models.
- Published in:
- 2020
- By:
- Publication type:
- journal article
33
Assessing the value of improved variable renewable energy forecasting accuracy in the South African power system.
- Published in:
- Journal of Energy in Southern Africa, 2019, v. 30, n. 2, p. 98, doi. 10.17159/2413-3051/2019/v30i2a6293
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- Publication type:
- Article
34
Probabilistic Forecasting of Residential Energy Consumption Based on SWT-QRTCN-ADSC-NLSTM Model.
- Published in:
- Information (2078-2489), 2023, v. 14, n. 4, p. 231, doi. 10.3390/info14040231
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- Publication type:
- Article
35
Short-Term Load Forecasting Based on the Transformer Model.
- Published in:
- Information (2078-2489), 2021, v. 12, n. 12, p. 516, doi. 10.3390/info12120516
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- Publication type:
- Article
36
A Private Strategy for Workload Forecasting on Large-Scale Wireless Networks.
- Published in:
- Information (2078-2489), 2021, v. 12, n. 12, p. 488, doi. 10.3390/info12120488
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- Publication type:
- Article
37
Short-Term Electricity Load Forecasting with Machine Learning.
- Published in:
- Information (2078-2489), 2021, v. 12, n. 2, p. 50, doi. 10.3390/info12020050
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- Publication type:
- Article
38
Short-Term Solar Irradiance Forecasting Based on a Hybrid Deep Learning Methodology.
- Published in:
- Information (2078-2489), 2020, v. 11, n. 1, p. 32, doi. 10.3390/info11010032
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- Publication type:
- Article
39
A Two-Stage Household Electricity Demand Estimation Approach Based on Edge Deep Sparse Coding.
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- Information (2078-2489), 2019, v. 10, n. 7, p. 224, doi. 10.3390/info10070224
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- Publication type:
- Article
40
Comparative Long-Term Electricity Forecasting Analysis: A Case Study of Load Dispatch Centres in India.
- Published in:
- Iraqi Journal for Electrical & Electronic Engineering, 2024, v. 20, n. 2, p. 207, doi. 10.37917/ijeee.20.2.17
- By:
- Publication type:
- Article
41
A developed short-term electricity price and load forecasting method based on data processing, support vector machine, and virus colony search.
- Published in:
- Energy Efficiency (1570646X), 2020, v. 13, n. 7, p. 1525, doi. 10.1007/s12053-020-09898-w
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- Publication type:
- Article
42
Meta-learning in multivariate load demand forecasting with exogenous meta-features.
- Published in:
- Energy Efficiency (1570646X), 2020, v. 13, n. 5, p. 871, doi. 10.1007/s12053-020-09851-x
- By:
- Publication type:
- Article
43
Forecasting residential electricity consumption: a bottom-up approach for Brazil by region.
- Published in:
- Energy Efficiency (1570646X), 2020, v. 13, n. 5, p. 911, doi. 10.1007/s12053-020-09860-w
- By:
- Publication type:
- Article
44
Daily life and demand: an analysis of intra-day variations in residential electricity consumption with time-use data.
- Published in:
- Energy Efficiency (1570646X), 2020, v. 13, n. 3, p. 433, doi. 10.1007/s12053-019-09791-1
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- Publication type:
- Article
45
A hybrid approach to model and forecast the electricity consumption by NeuroWavelet and ARIMAX-GARCH models.
- Published in:
- Energy Efficiency (1570646X), 2019, v. 12, n. 8, p. 2099, doi. 10.1007/s12053-019-09800-3
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- Publication type:
- Article
46
Time-shifting laundry practices in a smart grid perspective: a cross-cultural analysis of Pakistani and Danish middle-class households.
- Published in:
- Energy Efficiency (1570646X), 2019, v. 12, n. 7, p. 1691, doi. 10.1007/s12053-018-9769-7
- By:
- Publication type:
- Article
47
Two-stage forecasting of TCN-GRU short-term load considering error compensation and real-time decomposition.
- Published in:
- Earth Science Informatics, 2024, v. 17, n. 6, p. 5347, doi. 10.1007/s12145-024-01456-7
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- Publication type:
- Article
48
A comparison of various machine learning approaches performance for prediction suspended sediment load of river systems: a case study in Malaysia.
- Published in:
- Earth Science Informatics, 2022, v. 15, n. 1, p. 91, doi. 10.1007/s12145-021-00689-0
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- Publication type:
- Article
49
Hourly solar irradiance prediction using deep BiLSTM network.
- Published in:
- Earth Science Informatics, 2021, v. 14, n. 1, p. 299, doi. 10.1007/s12145-020-00511-3
- By:
- Publication type:
- Article
50
Design of Home Power Energy Management System Using Mixed Integer Linear Programming (MILP) Based on Extreme Learning Machine (ELM) Dynamic Pricing.
- Published in:
- International Review of Automatic Control, 2019, v. 12, n. 4, p. 174, doi. 10.15866/ireaco.v12i4.16550
- By:
- Publication type:
- Article