Demand response-oriented virtual power plant evaluation based on AdaBoost and BP neural network

Demand response-oriented virtual power plant evaluation based on AdaBoost and BP neural network

As an advanced technology that efficiently aggregates and optimizes renewable energy, controllable loads, and energy storage systems, virtual power plants (VPPs) can effectively promote the green and low-carbon transformation of power systems. A comprehensive assessment of VPPs is important for VPP...

Full description

Bibliographic Details
Main Authors:	Dawei Hu, Hengyu Liu, Yidong Zhu, Jiazheng Sun, Zhe Zhang, Luyu Yang, Qihuitianbo Liu, Bo Yang
Format:	Article
Language:	English
Published:	Elsevier 2023-09-01
Series:	Energy Reports
Subjects:	Virtual power plant Demand response Comprehensive evaluation index system AdaBoost
Online Access:	http://www.sciencedirect.com/science/article/pii/S2352484723007539

Similar Items

An SVM-Based AdaBoost Cascade Classifier for Sonar Image
by: Huipu Xu, et al.
Published: (2020-01-01)

Active Learning for Stacking and AdaBoost-Related Models
by: Qun Sui, et al.
Published: (2024-01-01)

An Efficient AdaBoost Algorithm with the Multiple Thresholds Classification
by: Yi Ding, et al.
Published: (2022-06-01)

RESEARCH for Face Detection on Improved Algorithm of AdaBoost
by: Chen Hong
Published: (2016-01-01)

Wart treatment method selection using AdaBoost with random forests as a weak learner
by: M. Azka Putra, et al.
Published: (2018-12-01)

Movie recommendation model based on probabilistic matrix decomposition using hybrid AdaBoost integration
by: Zhengjin Zhang, et al.
Published: (2023-04-01)

Margin-based Ranking and an Equivalence between AdaBoost and RankBoost
by: Rudin, Cynthia, et al.
Published: (2010)

An AdaBoost-Based Intelligent Driving Algorithm for Heavy-Haul Trains
by: Siyu Wei, et al.
Published: (2021-08-01)

Vehicle Accident Risk Prediction Based on AdaBoost-SO in VANETs
by: Haitao Zhao, et al.
Published: (2019-01-01)

Improving AdaBoost Classifier to Predict Enterprise Performance after COVID-19
by: Jung-Kai Tsai, et al.
Published: (2021-09-01)

A Novel Model Based on AdaBoost and Deep CNN for Vehicle Classification
by: Wei Chen, et al.
Published: (2018-01-01)

A Coherent Performance for Noncoherent Wireless Systems Using AdaBoost Technique
by: Heba Gamal, et al.
Published: (2019-01-01)

A residual current classification algorithm based on AdaBoost
by: Liu Yongmei, et al.
Published: (2018-12-01)

An Improved AdaBoost for Prosecutorial Case-Workload Estimation via Case Grouping
by: Xin Min, et al.
Published: (2022-07-01)

Enhancement Ear-based Biometric System Using a Modified AdaBoost Method
by: Abdulkareem Merhej Radhi, et al.
Published: (2022-12-01)

Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences
by: Julian Hatwell, et al.
Published: (2020-10-01)

An AdaBoost Method with K′K-Means Bayes Classifier for Imbalanced Data
by: Yanfeng Zhang, et al.
Published: (2023-04-01)

Random RotBoost: An Ensemble Classification Method Based on Rotation Forest and AdaBoost in Random Subsets and Its Application to Clinical Decision Support
by: Shin-Jye Lee, et al.
Published: (2022-04-01)

An Enhanced AdaBoost Classifier for Smart City Big Data Analytics
by: Fahd S. Alotaibi
Published: (2022-01-01)

Brillouin Frequency Shift Extraction Based on AdaBoost Algorithm
by: Huan Zheng, et al.
Published: (2022-04-01)

The effect of dictionary learning on weight update of AdaBoost and ECG classification
by: Mücahid Barstuğan, et al.
Published: (2020-12-01)

Boosting Algorithm to Handle Unbalanced Classification of PM<sub>2.5</sub> Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM
by: Toni Toharudin, et al.
Published: (2023-01-01)

Robust Grape Cluster Detection in a Vineyard by Combining the AdaBoost Framework and Multiple Color Components
by: Lufeng Luo, et al.
Published: (2016-12-01)

Rapid identification of the geographical origin of Baimudan tea using a Multi-AdaBoost model integrated with Raman Spectroscopy
by: Wei Pan, et al.
Published: (2024-01-01)

GIS-based modeling of rainfall-induced landslides using data mining-based functional trees classifier with AdaBoost, Bagging, and MultiBoost ensemble frameworks
by: Bui, Dieu Tien, et al.
Published: (2016)

A Video Based Fire Smoke Detection Using Robust AdaBoost
by: Xuehui Wu, et al.
Published: (2018-11-01)

Selective quantum ensemble learning inspired by improved AdaBoost based on local sample information
by: Xufeng Niu, et al.
Published: (2023-03-01)

Predictive Analysis of Mental Health Conditions Using AdaBoost Algorithm
by: Elizabeth Oluyemisi Ogunseye, et al.
Published: (2022-08-01)

Estimating the heavy metal contents in farmland soil from hyperspectral images based on Stacked AdaBoost ensemble learning
by: Nan Lin, et al.
Published: (2022-10-01)

AdaBoost-Based Back Analysis for Determining Rock Mass Mechanical Parameters of Claystones in Goupitan Tunnel, China
by: Hongbo Zhao, et al.
Published: (2022-07-01)

Predicting High-Risk Groups for COVID-19 Anxiety Using AdaBoost and Nomogram: Findings from Nationwide Survey in South Korea
by: Haewon Byeon
Published: (2021-10-01)

An Improved AdaBoost Algorithm for Highly Imbalanced Datasets in the Co-Authorship Recommendation Problem
by: Vo Duc Quang, et al.
Published: (2023-01-01)

Machine learning in neurological disorders: A multivariate LSTM and AdaBoost approach to Alzheimer's disease time series analysis
by: Muhammad Irfan, et al.
Published: (2024-02-01)

Application of Hyperspectral Technology Combined With Bat Algorithm-AdaBoost Model in Field Soil Nutrient Prediction
by: Huan Wang, et al.
Published: (2022-01-01)

Feature Learning Viewpoint of Adaboost and a New Algorithm
by: Fei Wang, et al.
Published: (2019-01-01)

An improved AdaBoost algorithm for identification of lung cancer based on electronic nose
by: Lijun Hao, et al.
Published: (2023-03-01)

Semiconductor Price Index Predicting Based on a Novel Improved AdaBoost Feature-Weighted Combination Model
by: Feng Chen, et al.
Published: (2024-04-01)

Research on Recognition of Nine Kinds of Fine Gestures Based on Adaptive AdaBoost Algorithm and Multi-Feature Combination
by: Shili Liang, et al.
Published: (2019-01-01)

State of Charge Estimation of Lithium-Ion Battery Based on Back Propagation Neural Network and AdaBoost Algorithm
by: Bingzi Cai, et al.
Published: (2023-11-01)

Prediction of Negative Conversion Days of Childhood Nephrotic Syndrome Based on PCA and BP-AdaBoost Neural Network
by: Ye Luo, et al.
Published: (2019-01-01)