A Data-Driven Modeling Strategy for Smart Grid Power Quality Coupling Assessment Based on Time Series Pattern Matching

A Data-Driven Modeling Strategy for Smart Grid Power Quality Coupling Assessment Based on Time Series Pattern Matching

This study introduces a data-driven modeling strategy for smart grid power quality (PQ) coupling assessment based on time series pattern matching to quantify the influence of single and integrated disturbance among nodes in different pollution patterns. Periodic and random PQ patterns are constructe...

Full description

Bibliographic Details
Main Authors:	Hao Yu, Qingquan Jia, Ning Wang, Haiyan Dong
Format:	Article
Language:	English
Published:	Hindawi Limited 2018-01-01
Series:	Mathematical Problems in Engineering
Online Access:	http://dx.doi.org/10.1155/2018/2765945

Similar Items

Data-Driven Consumption Load Monitoring and Adjustment Strategy in Smart Grid
by: Bingjie He, et al.
Published: (2021-01-01)

A Data-Driven Approach for Blockchain-Based Smart Grid System
by: Zeng Zeng, et al.
Published: (2021-01-01)

Data-Driven Methods for Reliability Evaluation of Power Cables in Smart Distribution Grids
by: Mashad Nemati, Hassan
Published: (2017)

Incentive-Driven Energy Trading in the Smart Grid
by: Ke Zhang, et al.
Published: (2016-01-01)

Privacy-Preserving Publication of Time-Series Data in Smart Grid
by: Franklin Leukam Lako, et al.
Published: (2021-01-01)

Power Grid Fault Diagnosis Method Using Intuitionistic Fuzzy Petri Nets Based on Time Series Matching
by: Mingyue Tan, et al.
Published: (2019-01-01)

QoE-Driven Energy Deployment in Smart Grid
by: Chuan-Hsiang Weng, et al.
Published: (2012)

Pattern Matching for Financial Time Series Data
by: Ching-An Liu, et al.
Published: (2008)

Technical Research on the Electric Power Big Data Platform of Smart Grid
by: Ruiguang MA, et al.
Published: (2017-01-01)

Profitability of smart grid solutions applied in power grid
by: Katić Nenad A.
Published: (2016-01-01)

Data-Driven Engineering of Social Dynamics: Pattern Matching and Profit Maximization.
by: Huan-Kai Peng, et al.
Published: (2016-01-01)

Time Series Clustering of Electricity Demand for Industrial Areas on Smart Grid
by: Heung-gu Son, et al.
Published: (2020-05-01)

Monitoring Smart Grid Power Meter
by: Bing-Fen Huang, et al.
Published: (102)

Feature extraction and pattern matching in time series data.
Published: (2001)

How to Couple Two Networks for a Smart Grid
by: Kaixuan Wang, et al.
Published: (2018-01-01)

Strategies for an Adaptive Control System to Improve Power Grid Resilience with Smart Buildings
by: Mischa Ahrens, et al.
Published: (2021-07-01)

PSO-Based Voltage Control Strategy for Loadability Enhancement in Smart Power Grids
by: Heng-Yi Su, et al.
Published: (2016-12-01)

A Data-Driven Strategy to Enable Efficient Participation of Diverse Social Classes in Smart Electric Grids
Published: (2019)

Self-Organized Dynamics of Power Grids: Smart Grids, Fluctuations and Cascades
by: Schäfer, Benjamin
Published: (2017)

Data-driven resilience analysis of power grids
by: Qicong Sun, et al.
Published: (2021-02-01)

A Distributed Power Market for the Smart Grid
by: McCulloch, Ryan James
Published: (2017)

Market aspects of smart power grids development
by: Maciej Makowski
Published: (2012-03-01)

Algorithm for Optimal Power flow in Smart Grid
by: Jyun Fu Chen, et al.
Published: (2012)

Intelligent Fault Location for Smart Power Grids
by: Livani, Hanif
Published: (2014)

Power Line Communications for Smart Grid Applications
by: Lars Torsten Berger, et al.
Published: (2013-01-01)

Influence of Different Coupling Modes on the Robustness of Smart Grid under Targeted Attack
by: WenJie Kang, et al.
Published: (2018-05-01)

A Smart Overvoltage Monitoring and Hierarchical Pattern Recognizing System for Power Grid with HTS Cables
by: Kaihua Jiang, et al.
Published: (2019-10-01)

Wind power integration in island-based smart grid projects : A comparative study between Jeju Smart Grid Test-bed and Smart Grid Gotland
by: Piehl, Hampus
Published: (2014)

ECHAD: Embedding-Based Change Detection From Multivariate Time Series in Smart Grids
by: Michelangelo Ceci, et al.
Published: (2020-01-01)

Time series analysis and forecasting : Application to the Swedish Power Grid
by: Fagerholm, Christian
Published: (2019)

On the calibration of Lévy driven time series with coupling distances : an application in paleoclimate
by: Gairing, Jan, et al.
Published: (2014)

ON THE CHOICE OF THE OPTIMAL POINTS OF OPENING IN CITY POWER GRIDS IN THE CONDITIONS OF THE SMART GRID
by: M. I. Fursanov, et al.
Published: (2018-05-01)

A Grid as Smart as the Internet
by: Yanli Liu, et al.
Published: (2020-07-01)

Charging Strategy for Electric Vehicle in Smart Grid
by: Chih-Hsuan Chen, et al.
Published: (2013)

The Development Strategy for the Smart-Grid Based MDMS
by: Chang, Ray-Zong, et al.
Published: (2011)

Coordinated Scheduling Strategy for Distributed Generation Considering Uncertainties in Smart Grids
by: Hongzhi Dong, et al.
Published: (2020-01-01)

Model-Driven Interoperability Layer for Normalized Connectivity Across Smart Grid Domains
by: Alaa S. Alaerjan
Published: (2021-01-01)

Privacy Preservation of Data-Driven Models in Smart Grids Using Homomorphic Encryption
by: Dabeeruddin Syed, et al.
Published: (2020-07-01)

Data-Driven and Low-Sparsity False Data Injection Attacks in Smart Grid
by: Jiwei Tian, et al.
Published: (2018-01-01)

Data-driven online distributed disturbance location for large-scale power grids
by: Zekun Yang, et al.
Published: (2019-04-01)