Changzheng Shao

ORCID: 0000-0003-2130-4487
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About
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Research Areas
  • Integrated Energy Systems Optimization
  • Power System Reliability and Maintenance
  • Smart Grid Energy Management
  • Electric Power System Optimization
  • Optimal Power Flow Distribution
  • Probabilistic and Robust Engineering Design
  • Microgrid Control and Optimization
  • Electric Vehicles and Infrastructure
  • Energy Load and Power Forecasting
  • Energy Efficiency and Management
  • Advanced Battery Technologies Research
  • Building Energy and Comfort Optimization
  • Infrastructure Resilience and Vulnerability Analysis
  • Power Transformer Diagnostics and Insulation
  • Age of Information Optimization
  • Power Systems and Renewable Energy
  • Reliability and Maintenance Optimization
  • Smart Grid Security and Resilience
  • Energy and Environment Impacts
  • Renewable energy and sustainable power systems
  • Water Systems and Optimization
  • Frequency Control in Power Systems
  • Risk and Safety Analysis
  • Power System Optimization and Stability
  • Global Energy Security and Policy

Chongqing University
2020-2025

Aalborg University
2023

Tongji University
2023

Shanghai Tunnel Engineering Rail Transit Design & Research Institute
2023

University of Maryland, College Park
2023

Zhejiang University
2016-2020

Weatherford College
2020

Illinois Institute of Technology
2019

Soochow University
2017

This paper is focused on utilizing customers' flexible energy demand, including both heat demand and electricity to provide balancing resources relieve the difficulties of integrating variable wind power with combined power. The integration systems providing customers multiple options for fulfilling their described. Customer aggregators are introduced supply downstream in most economical way. Controlling consumption behaviors enables adjust response conditions. Incorporating aggregators'...

10.1109/tste.2017.2731786 article EN IEEE Transactions on Sustainable Energy 2017-07-31

The electricity output of combined heat and power (CHP) units is constrained by their corresponding to customers' demand, which makes it difficult for the CHP frequently adjust output. Therefore, additional balancing required integrate variable wind in CHP-based integrated energy system (HE-IES). This paper expands demand response (DR) concept HE-IES. A comprehensive DR strategy combining substitution load shifting first developed exploit flexibility smart buildings. Besides electric power,...

10.1109/tie.2017.2784393 article EN IEEE Transactions on Industrial Electronics 2017-12-18

Large-scale adoption of gas-fired power plants (GPPs) significantly accelerates the integration systems and natural gas (NGSs). Because operation NGS has a significant impact on reliability system, it is important to simultaneously evaluate reliabilities system NGS. Moreover, due stochastic failures various operating characteristics components, integrated (IGPS) considering multiple states can be viewed as multi-state system. Therefore, model proposed for evaluation IGPS based universal...

10.1109/tsg.2019.2900796 article EN IEEE Transactions on Smart Grid 2019-02-21

With the development of energy intelligent technology, integrated system (IES) has been widely used in field supply. While IES significantly improves efficiency, interaction between different systems may also bring multiple operational risks to reliability supply, which necessitates an effective assessment technique. Considering dynamic characteristics gas and heat can reduce losses during contingencies, provides instrument improve reliability. This paper for first time contributes a novel...

10.1109/tste.2021.3109468 article EN IEEE Transactions on Sustainable Energy 2021-09-03

The ever-increasing utilization of natural gas has strengthened the interdependence between power system and (NGS). Due to bidirectional interactions two systems, disturbances in one may spread tothe other one, triggering a disruptive avalanche subsequent failures. When considering cascading effects, failure very small fraction components can lead catastrophic outages interdependent systems (IGPSs). This paper proposes an approach for reliability evaluation IGPSs interdependence-induced...

10.1109/tsg.2020.2982562 article EN IEEE Transactions on Smart Grid 2020-03-24

With the exploration of deep decarbonization around world, it has become a broad consensus that carbon trading mechanism can promote low-carbon operation energy system by exploring underlying driver emissions. The end-users, as motivator emission in integrated electricity-gas (IEGS), have not been developed so far to participate market and help emissions abatement. This paper proposes bi-level scheme on demand side considering consumption level users response. In upper-level market, an...

10.1109/tsg.2022.3229278 article EN IEEE Transactions on Smart Grid 2022-12-15

With the exploration of deep decarbonization around world, contradiction between low-carbon operation and energy supply in systems has been aggravating. There is an urgent need to tap interactive potential source demand sides. In view current lack efficient incentive measures for consumption, integrated response exchange (IDRX) mechanism proposed promote coordinated dispatching on source-demand side electricity-gas system (IEGS). The value model IDRX emission reduction built measure ability...

10.1109/tpwrs.2023.3263844 article EN IEEE Transactions on Power Systems 2023-04-03

Air conditioners (ACs) are widely considered as good candidates to provide operating reserve. Demand response rebound, i.e., the rebound peak of aggregate power, may exist when ACs controlled by changing set point temperature. The during recovery period, named lag cause significantly higher demand than that prior reserve deployment event. lead is rarely in previous researches but will constrain duration time a short period (e.g., 10 min), which greatly limits utilization ACs. This paper...

10.1109/tpwrs.2018.2846270 article EN IEEE Transactions on Power Systems 2018-06-11

The integration of the variable renewable energies makes operation conditions power system ever-changeable. Consequently, operational reliability evaluation is increasingly important. This paper introduces concept decision-dependent uncertainty (DDU) in evaluation. Unlike exogenous uncertainties, DDU reveals that decisions could significantly affect resolution uncertainties which influence metrics. In this paper, proposed modeling method links device indices, i.e., forced outage rate, and...

10.1109/tpwrs.2021.3081765 article EN IEEE Transactions on Power Systems 2021-05-19

Conventionally, the 2-parameter Weibull model, Arrhenius-Weibull has been used vastly for transformer aging-dependent unavailability modeling. However, this model only uses lifetime feature to describe transformer's degradation process and calibrate parameters, which harms accuracy of forecasting. In response, paper develops a 3-calibratable-parameter evaluating unavailability. proposed both individualized aging threshold are taken into calibration parameters accurately characterize...

10.1109/tpwrd.2022.3152745 article EN IEEE Transactions on Power Delivery 2022-02-24

The continuous-time model is widely used to design load frequency control (LFC) schemes for power systems with delays and demand response (DR). In practice, however, the LFC system works in a sampled-data manner. plant operates continuously while updates every few seconds. This paper focuses on DR delay. Based linear quadratic regulator (LQR) theory, an optimal scheme designed regulate generation units LQR controller can be applied constant time-varying delays, regardless of DR. An observer...

10.1109/tpwrs.2022.3154429 article EN IEEE Transactions on Power Systems 2022-02-25

This article proposes a computation offloading method to improve the revenue of virtual power plant (VPP). The cloud-edge collaboration framework is developed facilitate task, while handling communication and computational delays encountered in offered frequency regulation. impact such time on VPP's regulation worth further investigation. To this end, study optimization model for VPP based related performance. An evaluation was also built account delay VPP. Both models are used quantify...

10.1109/tsg.2024.3382810 article EN IEEE Transactions on Smart Grid 2024-03-28

Nowadays, integrated electricity and natural gas system (IENGS) stands as one of the most discussed topics among industry academic sectors. The interdependency issues may limit operational flexibility IENGS consequently prevent wind power integration. This article aims to solve problem by incorporating demand-side energy hubs (EHs) into scheduling IENGS. To fully exploit flexibility, detailed demand response (IDR) model is developed for EHs. Unlike traditional programs in which only elastic...

10.1109/jsyst.2020.3020063 article EN IEEE Systems Journal 2020-09-10

The ever-increasing penetration of renewable generation is demanding additional flexibility for the operation power systems. In this sense, it has been proved that wind generators (WPGs) can provide part required operating reserve through pitch angle control (PAC) under a deloaded strategy. Unlike conventional sources, however, provided by WPGs can't always be considered reliable, which renders system dispatch more challenging. research, capacity modeled considering decision-dependent...

10.1109/tpwrs.2022.3210106 article EN IEEE Transactions on Power Systems 2022-09-28

Transmission defense hardening (TDH) is an effective practice to ensure the safe operation of power system during and after natural disasters, such as typhoons. However, coupling among typhoon disaster, decision, transmission line status not addressed in previous research works. Besides, enhancement measures for different types failures have yet been assessed. This paper proposes a comprehensive framework improve resilience against disasters. Firstly, motion path wind field typhoons are...

10.1109/tpwrs.2022.3194307 article EN IEEE Transactions on Power Systems 2022-07-27

As the share of wind power in systems continues to increase, limited predictability generation brings serious potential risks system reliability. Previous research works have generally described uncertainty forecast errors (WPFEs) based on normal distribution or other standard models, which only characterize aleatory uncertainty. In fact, epistemic WPFE modeling due data and knowledge should also be addressed. This paper proposes a multi-source information fusion method (MSIFM) quantify...

10.35833/mpce.2020.000861 article EN Journal of Modern Power Systems and Clean Energy 2022-01-01

The power system and the water are two important infrastructures of human society that closely related interdependent. However, reliability problems becoming more prominent. To better reveal impact complex coupling relationship between on Integrated Electricity–Water System (IEWS), this paper investigates a evaluation method IEWS based multi-state models equipment in system. Firstly, model is established failure mechanism system, such as pipes Reverse Osmosis (RO) desalination plants....

10.3390/app15052275 article EN cc-by Applied Sciences 2025-02-20

Dynamic line rating (DLR) technology dynamically adjusts the current-carrying capacity of transmission lines based on real-time environmental parameters and plays a critical role in maximizing utilization, alleviating power flow congestion, enhancing security economic efficiency systems. However, strong coupling between dynamic conditions increases system’s sensitivity to multiple uncertainties causes complications overload risk assessment. Furthermore, conventional evaluation methods...

10.3390/en18071822 article EN cc-by Energies 2025-04-04

This article presents a decentralized decision-making strategy for the multi-area integrated electricity and natural gas system (IEGS). Independent operators (ISOs) in electric power sector (NGSOs) operate their respective systems independently with consideration that limited set of information is shared, privacy independence are preserved among operators. In this article, uncertainties associated proliferation variable wind solar generation as well load forecast errors addressed...

10.1109/tste.2019.2952495 article EN IEEE Transactions on Sustainable Energy 2019-11-08

The icing on transmission lines threatens the power system security while heat caused by losses can prevent growth. This paper proposes a preventive scheduling model for mitigating glaze optimizing distribution of ice-coated lines. An analytical growth is established based balance theory, which builds direct relationship between and losses. Accordingly, embedded into proposed to quantify impact schedules line reduce co-optimizes active dispatch, demand response, reactive optimization...

10.1109/tpwrs.2021.3099978 article EN IEEE Transactions on Power Systems 2021-07-26
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