4.7 Article

Data-driven state estimation of integrated electric-gas energy system

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Energy & Fuels

State estimation models of district heating networks for integrated energy system considering incomplete measurements

Suhan Zhang et al.

Summary: In this paper, state estimation models for the district heating network based on incomplete measurement configurations are proposed. Two typical regulation modes are considered and corresponding algorithms are developed. Results show strong applicability and accuracy of the proposed models, making them more practical for engineering applications compared to full measurement models.

APPLIED ENERGY (2021)

Article Engineering, Electrical & Electronic

A Robust State Estimation Method Based on SOCP for Integrated Electricity-Heat System

Yanbo Chen et al.

Summary: This article proposes a robust state estimation method based on second-order conic programming for integrated electricity-heat systems. By introducing auxiliary state variables and measurements to obtain exact linear measurement equations, and adding constraint conditions to the model to improve estimation performance, the method ensures a global optimal solution with good robustness and high estimation accuracy.

IEEE TRANSACTIONS ON SMART GRID (2021)

Article Engineering, Electrical & Electronic

Robust state estimation of electricity-gas-heat integrated energy system based on the bilinear transformations

Qiuyue Chen et al.

Summary: This paper proposes a robust state estimation method suitable for integrated energy systems, dividing the nonlinear state estimation process into four stages by constructing state estimation models and introducing pseudo state variables and intermediate variables. The proposed method performs well in a simulation example, demonstrating high computational efficiency and robustness.

IET GENERATION TRANSMISSION & DISTRIBUTION (2021)

Article Energy & Fuels

Machine learning driven smart electric power systems: Current trends and new perspectives

Muhammad Sohail Ibrahim et al.

APPLIED ENERGY (2020)

Article Engineering, Electrical & Electronic

A Bayesian Learning Based Scheme for Online Dynamic Security Assessment and Preventive Control

Tingjian Liu et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2020)

Article Computer Science, Artificial Intelligence

A Hybrid-Learning Algorithm for Online Dynamic State Estimation in Multimachine Power Systems

Guanyu Tian et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)

Article Engineering, Electrical & Electronic

A Hybrid State Estimation Approach for Integrated Heat and Electricity Networks Considering Time-scale Characteristics

Tongtian Sheng et al.

JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY (2020)

Article Green & Sustainable Science & Technology

Hybrid Energy Sharing for Multiple Microgrids in an Integrated Heat-Electricity Energy System

Nian Liu et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2019)

Article Engineering, Electrical & Electronic

Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning

Kursat Rasim Mestav et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2019)

Article Engineering, Electrical & Electronic

Data-Driven Learning-Based Optimization for Distribution System State Estimation

Ahmed S. Zamzam et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2019)

Article Green & Sustainable Science & Technology

Optimal Scheduling of the Regional Integrated Energy System Considering Economy and Environment

Yongli Wang et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2019)

Article Computer Science, Information Systems

A Robust State Estimator for Integrated Electrical and Heating Networks

Haixiang Zang et al.

IEEE ACCESS (2019)

Article Thermodynamics

Study on the configuration and operation optimization of CCHP coupling multiple energy system

Shilei Lu et al.

ENERGY CONVERSION AND MANAGEMENT (2018)

Review Green & Sustainable Science & Technology

Integrating short term variations of the power system into integrated energy system models: A methodological review

Sean Collins et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2017)

Article Automation & Control Systems

Distributed weighted least-squares estimation with fast convergence for large-scale systems

Damian Edgard Marelli et al.

AUTOMATICA (2015)

Article Engineering, Electrical & Electronic

A Unified Gas and Power Flow Analysis in Natural Gas and Electricity Coupled Networks

Alberto Martinez-Mares et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2012)

Article Engineering, Electrical & Electronic

MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education

Ray Daniel Zimmerman et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2011)

Article Statistics & Probability

KERNEL DENSITY ESTIMATION VIA DIFFUSION

Z. I. Botev et al.

ANNALS OF STATISTICS (2010)

Article Engineering, Electrical & Electronic

A multiperiod generalized network flow model of the US integrated energy system: Part I - Model description

Ana Quelhas et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2007)

Article Engineering, Electrical & Electronic

A multiperiod generalized network flow model of the US integrated. energy system: Part II - Simulation results

Ana Quelhas et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2007)

Review Engineering, Industrial

Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems

JC Helton et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2003)

Article Engineering, Electrical & Electronic

A static turbine flow meter with a micromachined silicon torque sensor

N Svedin et al.

JOURNAL OF MICROELECTROMECHANICAL SYSTEMS (2003)

Article Computer Science, Artificial Intelligence

Time complexity of iterative-deepening-A*

RE Korf et al.

ARTIFICIAL INTELLIGENCE (2001)