Search Results - "parallel OS-ELM algorithm"

Spark-based Parallel OS-ELM Algorithm Application for Short-term Load Forecasting for Massive User Data

Authors: Rongyan Yang Panpan Guo Yuancheng Li

Source: Electric Power Components and Systems. 48:603-614

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://www.tandfonline.com/doi/full/10.1080/15325008.2020.1793832

Spark-based Parallel OS-ELM Algorithm Application for Short-term Load Forecasting for Massive User Data.

Authors: Li, Yuancheng Yang, Rongyan Guo, Panpan

Source: Electric Power Components & Systems; 2020, Vol. 48 Issue 6/7, p603-614, 12p

Subject Terms: LOAD forecasting (Electric power systems), PARALLEL algorithms, K-means clustering, BIG data, ALGORITHMS, EXPONENTIAL functions

Identification and Correction of Abnormal, Incomplete Power Load Data in Electricity Spot Market Databases.

Authors: Li, Jingjiao Lv, Yifan Zhou, Zhou et al.

Source: Energies (19961073); Jan2025, Vol. 18 Issue 1, p176, 14p

Subject Terms: LONG short-term memory, ELECTRICITY markets, MISSING data (Statistics), LEAST squares, FORECASTING, LOAD forecasting (Electric power systems)

Research on line loss prediction of distribution network based on ensemble learning and feature selection.

Authors: Zhang, Ke Zhang, Yongwang Li, Jian et al.

Source: Frontiers in Energy Research; 2024, p1-8, 8p

Subject Terms: POWER distribution networks, CLEAN energy, STANDARD deviations, FEATURE selection, ELECTRICAL engineering, RADIAL distribution function

A Review on Large-Scale Data Processing with Parallel and Distributed Randomized Extreme Learning Machine Neural Networks.

Authors: Gelvez-Almeida, Elkin Mora, Marco Barrientos, Ricardo J. et al.

Source: Mathematical & Computational Applications; Jun2024, Vol. 29 Issue 3, p40, 33p

Subject Terms: MACHINE learning, FEEDFORWARD neural networks, ARTIFICIAL neural networks, ELECTRONIC data processing, PARALLEL processing, LINEAR systems

Data-Driven Resilient Load Forecasting Model for Smart Metered Distribution System.

Authors: Rai, Sneha De, Mala

Source: Electric Power Components & Systems; 2023, Vol. 51 Issue 9, p823-835, 13p

Subject Terms: LOAD forecasting (Electric power systems), COVID-19 pandemic, EXTREME weather, FORECASTING, ELECTRIC power consumption, NATURAL disasters, GRIDS (Cartography), WIND forecasting

Fuzzy-based weighting long short-term memory network for demand forecasting.

Authors: Imani, Maryam

Source: Journal of Supercomputing; Jan2023, Vol. 79 Issue 1, p435-460, 26p

Subject Terms: DEMAND forecasting, FUZZY expert systems, ELECTRICAL load, DEEP learning, FUZZY systems, TIME series analysis

System Design of Integrated Intelligent Platform of National Fitness Based on K-Means Clustering.

Authors: Song, Pingping Ma, Cheng

Source: Computational Intelligence & Neuroscience; 9/10/2022, p1-11, 11p

Subject Terms: K-means clustering, SYSTEMS design, DATA warehousing, CLUSTER analysis (Statistics), DATA mining

GPU‐accelerated and mixed norm regularized online extreme learning machine.

Authors: Polat, Önder Kayhan, Sema Koç

Source: Concurrency & Computation: Practice & Experience; 7/10/2022, Vol. 34 Issue 15, p1-19, 19p

Subject Terms: MACHINE learning, ONLINE education, SEQUENTIAL learning, GRAPHICS processing units

Proceedings of ELM 2022 : Theory, Algorithms and Applications

Authors: Kaj-Mikael Björk

Resource Type: eBook.

Subjects: Computational intelligence, Artificial intelligence

Categories: COMPUTERS / Artificial Intelligence / General, TECHNOLOGY & ENGINEERING / Engineering (General)

Advances in Computational Intelligence : 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I

Authors: Ignacio Rojas Gonzalo Joya Andreu Catala

Resource Type: eBook.

Subjects: Artificial intelligence, Bioinformatics, Computers, Computer Networks, Computer systems

Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / General, COMPUTERS / Computer Architecture, COMPUTERS / Networking / General, COMPUTERS / Hardware / General, SCIENCE / Life Sciences / Biology, SCIENCE / Research & Methodology