Cargando…

Optimal Parameter Selection for Support Vector Machine Based on Artificial Bee Colony Algorithm: A Case Study of Grid-Connected PV System Power Prediction

Predicting the output power of photovoltaic system with nonstationarity and randomness, an output power prediction model for grid-connected PV systems is proposed based on empirical mode decomposition (EMD) and support vector machine (SVM) optimized with an artificial bee colony (ABC) algorithm. Fir...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gao, Xiang-ming, Yang, Shi-feng, Pan, San-bo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2017
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585556/ https://www.ncbi.nlm.nih.gov/pubmed/28912803 http://dx.doi.org/10.1155/2017/7273017

Ejemplares similares

Artificial Bee Colony Algorithm for Solving Optimal Power Flow Problem
por: Le Dinh, Luong, et al.
Publicado: (2013)

Short-term power load forecasting based on gray relational analysis and support vector machine optimized by artificial bee colony algorithm
por: Pang, Xinfu, et al.
Publicado: (2022)

Dynamic population artificial bee colony algorithm for multi-objective optimal power flow
por: Ding, Man, et al.
Publicado: (2017)

Cancer Classification Based on Support Vector Machine Optimized by Particle Swarm Optimization and Artificial Bee Colony
por: Gao, Lingyun, et al.
Publicado: (2017)

A Multistrategy Optimization Improved Artificial Bee Colony Algorithm
por: Liu, Wen
Publicado: (2014)

New Enhanced Artificial Bee Colony (JA-ABC5) Algorithm with Application for Reactive Power Optimization
por: Sulaiman, Noorazliza, et al.
Publicado: (2015)

Feature Selection Method Based on Artificial Bee Colony Algorithm and Support Vector Machines for Medical Datasets Classification
por: Uzer, Mustafa Serter, et al.
Publicado: (2013)

Hierarchical Artificial Bee Colony Algorithm for RFID Network Planning Optimization
por: Ma, Lianbo, et al.
Publicado: (2014)

Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway
por: Ismail, Ahmad Muhaimin, et al.
Publicado: (2023)

An Optimization Framework of Multiobjective Artificial Bee Colony Algorithm Based on the MOEA Framework
por: Huo, Jiuyuan, et al.
Publicado: (2018)

Particle swarm optimization algorithm-based PI inverter controller for a grid-connected PV system
por: Roslan, M. F., et al.
Publicado: (2020)

Sensorless PV Power Forecasting in Grid-Connected Buildings through Deep Learning
por: Son, Junseo, et al.
Publicado: (2018)

An Artificial Bee Colony Algorithm for Uncertain Portfolio Selection
por: Chen, Wei
Publicado: (2014)

An Experimental Approach for Optimizing Coating Parameters of Electroless Ni-P-Cu Coating Using Artificial Bee Colony Algorithm
por: Roy, Supriyo, et al.
Publicado: (2014)

Correction: Particle swarm optimization algorithm-based PI inverter controller for a grid-connected PV system
por: Roslan, M. F., et al.
Publicado: (2021)

Artificial Bee Colony Based Gabor Parameters Optimizer (ABC-GPO) for Modulation Classification
por: AlJubayrin, Saad, et al.
Publicado: (2022)

MS Location Estimation Based on the Artificial Bee Colony Algorithm
por: Chen, Chien-Sheng, et al.
Publicado: (2020)

An Optimal Current Controller Design for a Grid Connected Inverter to Improve Power Quality and Test Commercial PV Inverters
por: Algaddafi, Ali, et al.
Publicado: (2017)

Maximum power point tracking of PEMFC based on hybrid artificial bee colony algorithm with fuzzy control
por: Fan, Liping, et al.
Publicado: (2022)

A Modified Artificial Bee Colony Algorithm for Scheduling Optimization of Multi-aisle AS/RS System
por: Yan, Xiaohui, et al.
Publicado: (2020)

Optimal reconstruction and compression of signals and images by Hahn moments and artificial bee Colony (ABC) algorithm
por: Bencherqui, Ahmed, et al.
Publicado: (2022)

Retracted: Artificial Bee Colony Based Gabor Parameters Optimizer (ABC-GPO) for Modulation Classification
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Enhancing Artificial Bee Colony Algorithm with Self-Adaptive Searching Strategy and Artificial Immune Network Operators for Global Optimization
por: Chen, Tinggui, et al.
Publicado: (2014)

Application of the Artificial Bee Colony Algorithm for Solving the Set Covering Problem
por: Crawford, Broderick, et al.
Publicado: (2014)

A Modified Artificial Bee Colony Algorithm for p-Center Problems
por: Yurtkuran, Alkın, et al.
Publicado: (2014)

A Transition Control Mechanism for Artificial Bee Colony (ABC) Algorithm
por: Aslan, Selcuk
Publicado: (2019)

Research on the Gas Emission Quantity Prediction Model of Improved Artificial Bee Colony Algorithm and Weighted Least Squares Support Vector Machine (IABC-WLSSVM)
por: Wang, Lei, et al.
Publicado: (2022)

A novel chaotic and neighborhood search-based artificial bee colony algorithm for solving optimization problems
por: Xiao, Wen-sheng, et al.
Publicado: (2023)

Potential of grid-connected decentralized rooftop PV systems in Sweden
por: Ruan, Tianqi, et al.
Publicado: (2023)

Retracted: Research on the Gas Emission Quantity Prediction Model of Improved Artificial Bee Colony Algorithm and Weighted Least Squares Support Vector Machine (IABC-WLSSVM)
por: and Biomechanics, Applied Bionics
Publicado: (2023)

A new technique based on Artificial Bee Colony Algorithm for optimal sizing of stand-alone photovoltaic system
por: Mohamed, Ahmed F., et al.
Publicado: (2014)

Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm
por: Ozturk, Celal, et al.
Publicado: (2011)

Improved Artificial Bee Colony Algorithm Based Gravity Matching Navigation Method
por: Gao, Wei, et al.
Publicado: (2014)

A Novel Artificial Bee Colony Based Clustering Algorithm for Categorical Data
por: Ji, Jinchao, et al.
Publicado: (2015)

An Enhanced Artificial Bee Colony Algorithm with Solution Acceptance Rule and Probabilistic Multisearch
por: Yurtkuran, Alkın, et al.
Publicado: (2016)

Improved artificial bee colony algorithm for vehicle routing problem with time windows
por: Yao, Baozhen, et al.
Publicado: (2017)

Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems
por: Ferreira, Inês C., et al.
Publicado: (2020)

A Multistrategy Artificial Bee Colony Algorithm Enlightened by Variable Neighborhood Search
por: Xiang, Wan-li, et al.
Publicado: (2019)

Solving Operating Room Scheduling Problem Using Artificial Bee Colony Algorithm
por: Lin, Yang-Kuei, et al.
Publicado: (2021)

Modified Artificial Bee Colony Algorithm-Based Strategy for Brain Tumor Segmentation
por: Dahiya, Priyanka, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_0qfb9314m5p49ruo5r6liod62n