IEEE Transactions on Sustainable Energy最新文献_第9页

Design and Tank Testing of Reinforcement Learning Control for Wave Energy Converters 波浪能转换器强化学习控制的设计与水槽测试

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-10 DOI: 10.1109/TSTE.2024.3425838

Kemeng Chen;Xuanrui Huang;Zechuan Lin;Yifei Han;Xi Xiao

{"title":"Design and Tank Testing of Reinforcement Learning Control for Wave Energy Converters","authors":"Kemeng Chen;Xuanrui Huang;Zechuan Lin;Yifei Han;Xi Xiao","doi":"10.1109/TSTE.2024.3425838","DOIUrl":"10.1109/TSTE.2024.3425838","url":null,"abstract":"This paper introduces a model-free control strategy utilizing reinforcement learning (RL) to improve the electrical power generation of a point absorber wave energy converter (WEC). While model-based methods may suffer from control performance degradation due to modeling errors, such as inherent Coulomb-type friction, RL-based approaches are well-suited for the WEC environment, where system dynamics are complex or unknown. The strength lies in their ability to learn from interactions with the environment, bypassing the necessity for precise models. To enhance the control performance in electrical power generation, a control-oriented loss model is established, and a force penalty term is introduced into the reward function to avoid the WEC system operating in high-loss, low-efficiency regions. To further eliminate the reliance on wave information and improve applicability, an analysis is conducted to examine the contribution of each state feature to the training outcomes and a loss-considering and wave information-independent RL-based control scheme is developed. The RL-based controller is further validated on a point absorber WEC prototype in the wave tank experiment, demonstrating effective implementation and commendable performance in both regular and irregular waves.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2534-2546"},"PeriodicalIF":8.6,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141588594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Per-Phase Unsymmetrical Adaptive Derivative Optimized Droop for Mitigating Voltage Quality Issues of Unbalanced Islanded Microgrids 用于缓解不平衡孤岛式微电网电压质量问题的每相非对称自适应微分优化降压器

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-08 DOI: 10.1109/TSTE.2024.3424731

Dalia Yousri;Hany E. Z. Farag;Hatem Zeineldin;Ahmed Al-Durra;Ehab El-Saadany

{"title":"Per-Phase Unsymmetrical Adaptive Derivative Optimized Droop for Mitigating Voltage Quality Issues of Unbalanced Islanded Microgrids","authors":"Dalia Yousri;Hany E. Z. Farag;Hatem Zeineldin;Ahmed Al-Durra;Ehab El-Saadany","doi":"10.1109/TSTE.2024.3424731","DOIUrl":"10.1109/TSTE.2024.3424731","url":null,"abstract":"The proliferation of unbalanced linear and nonlinear loads in microgrids degrades the voltage quality at the inverter terminals, and thus, load terminals receive unbalanced and distorted voltages. To alleviate these voltage quality issues, this paper proposes a per-phase unsymmetrical adaptive derivative optimized droop control scheme for unbalanced islanded microgrids (UIMG). The proposed controller is coupled with a per-phase unsymmetrical virtual impedance (UVI) to mitigate the unbalance of the inverter-based UIMG. Additionally, a proportional multi-resonant (PMR) controller is adopted to compensate for the voltage distortion. To improve the UIMG dynamics response while changing the loading states, derivative terms of active and reactive powers are added to the proposed control. The derivative gains are adaptively updated with the change in the microgrid loading to achieve the desired transient response. The proposed scheme is formulated as a multi-objective optimization problem to determine the per-phase unsymmetrical droop settings and UVI that fit different loading states simultaneously. Several case studies are designed to test the effectiveness of the proposed control scheme under different types of disturbances and operating conditions. The cases are conducted on the IEEE 34-bus benchmark power distribution feeder with a combination of unbalanced linear and nonlinear loads. Moreover, the proposed control is validated using real-time simulations carried out in OPAL-RT system. The results show that the proposed control scheme is capable of mitigating voltage quality issues by reducing the voltage unbalance factor and voltage distortion.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2518-2533"},"PeriodicalIF":8.6,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10589303","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141569938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Fault Current Limiting and Grid Code Compliance for Grid-Forming Inverters—Part I: Problem Statement 并网逆变器的故障电流限制和并网规范合规性--第一部分：问题陈述

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-08 DOI: 10.1109/TSTE.2024.3424405

Ali Azizi;Ali Hooshyar

引用次数: 0

Fault Current Limiting and Grid Code Compliance for Grid-Forming Inverters — Part II: Solution 并网逆变器的故障电流限制和并网规范合规性--第二部分：解决方案

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-08 DOI: 10.1109/TSTE.2024.3424389

Ali Azizi;Ali Hooshyar

引用次数: 0

Improving Resiliency of Cyber-Dependent Power Distribution Network Using UAVs 利用无人机提高依赖网络的配电网络的复原力

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-05 DOI: 10.1109/TSTE.2024.3424242

G N V Mohan;Chandrashekhar N. Bhende;Yash Raghuwanshi

{"title":"Improving Resiliency of Cyber-Dependent Power Distribution Network Using UAVs","authors":"G N V Mohan;Chandrashekhar N. Bhende;Yash Raghuwanshi","doi":"10.1109/TSTE.2024.3424242","DOIUrl":"10.1109/TSTE.2024.3424242","url":null,"abstract":"Resiliency enhancement of the power distribution network (PDN) through restoration is paramount in the face of escalating natural disasters. State-of-the-art literature has centered on augmenting resiliency through network reconfiguration, along with the integration of renewable energy resources (RES) and mobile energy storage systems (MESS). However, these approaches often assume an intact communication infrastructure, a premise that fails to address the damage in the cyber or communication network (CN). This study introduces the integration of unmanned aerial vehicles (UAVs) for wireless communication in the aftermath of communication infrastructure damage. Motivated by this, a comprehensive mixed integer linear programming (MILP) problem-based restoration framework is proposed, aiming to elevate PDN resiliency considering a cyber-dependent PDN. This approach encompasses network reconfiguration, MESS, and UAV integration. The proposed method's efficacy is evaluated through rigorous testing and validation on the cyber-dependent IEEE 33 bus system and IEEE 123 bus system. This work pioneers a holistic approach to PDN resiliency, considering communication challenges often overlooked.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2472-2485"},"PeriodicalIF":8.6,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141569939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Replicating Power Flow Constraints Using Only Smart Meter Data for Coordinating Flexible Sources in Distribution Network 仅使用智能电表数据复制电力流约束，以协调配电网络中的灵活电源

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-03 DOI: 10.1109/TSTE.2024.3421929

Ge Chen;Hongcai Zhang;Junjie Qin;Yonghua Song

{"title":"Replicating Power Flow Constraints Using Only Smart Meter Data for Coordinating Flexible Sources in Distribution Network","authors":"Ge Chen;Hongcai Zhang;Junjie Qin;Yonghua Song","doi":"10.1109/TSTE.2024.3421929","DOIUrl":"10.1109/TSTE.2024.3421929","url":null,"abstract":"The increasing integration of distributed energy resources necessitates effective coordination of flexible sources within distribution networks. Traditional model-based approaches require accurate topology and line parameters, which are often unavailable. Neural constraint replication can bypass this requirement, but it relies on complete nodal and branch measurements. However, in practice, only partial buses are monitored, while branches often remain unmeasured. To address this issue, this paper proposes a topology identification-incorporated neural constraint replication to replicate power flow constraints with only partial nodal measurements. Utilizing the additive property of line parameters, we develop a recursive bus elimination algorithm to recover topology and line impedance from power injection and voltage measurements on limited buses. We then estimate missing voltage and branch flow measurements based on the recovered model information. By combining observed and estimated measurements to construct training sets, we train neural networks to replicate voltage and branch flow constraints, which are subsequently reformulated into mixed-integer linear programming forms for efficient solving. Monte-Carlo simulations on various test systems demonstrate the accuracy and computational efficiency of the proposed method, even with limited nodal measurements.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2428-2443"},"PeriodicalIF":8.6,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141547601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Toward on Rolling Optimal Dispatch Strategy Considering Alert Mechanism for Antarctic Electricity-Hydrogen-Heat Integrated Energy System 考虑到南极电-氢-热综合能源系统的预警机制，制定滚动优化调度策略

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-02 DOI: 10.1109/TSTE.2024.3422236

Yuze Wang;Jia Su;Yixun Xue;Xinyue Chang;Zening Li;Hongbin Sun

{"title":"Toward on Rolling Optimal Dispatch Strategy Considering Alert Mechanism for Antarctic Electricity-Hydrogen-Heat Integrated Energy System","authors":"Yuze Wang;Jia Su;Yixun Xue;Xinyue Chang;Zening Li;Hongbin Sun","doi":"10.1109/TSTE.2024.3422236","DOIUrl":"10.1109/TSTE.2024.3422236","url":null,"abstract":"Renewable energy will be the important form of energy supply for future Antarctic scientific research station. This will complicate the dispatch of the Antarctic integrated energy system (IES), due to the harsh operation environment and diverse operation situation of the Antarctic system, especially for the problem of equipment outage caused by extreme weather. To cope with that, a rolling optimal dispatch method considering alert mechanism for Antarctic integrated energy system is proposed in this paper. First, the output of the proton exchange membrane fuel cell (PEMFC) is characterized by the feasible region and converted into a linear P-H-T model. By introducing the alert mechanism, a rolling optimal dispatch strategy is then established to ensure the security operation of the Antarctic integrated energy system. Furthermore, the normalized multiparametric disaggregation technology (NMDT) is presented to deal with the bilinear terms in dispatching formulation, in which a mixed-integer quadratically constrained programming (MIQCP) is converted into mixed integer linear programming (MILP). Finally, case study is verified on the actual Antarctic energy system. The results indicates that the proposed fuel cell P-H-T model can enhance the flexibility and economy of the operation system. Also the load shedding can be reduced during the emergency operation by developed optimal dispatch strategy, which improves the resilience of IES.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2457-2471"},"PeriodicalIF":8.6,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Dynamic Power Tracking Performance and Small Signal Stability Analysis of Integrated Wind-to-Hydrogen System 风制氢集成系统的动态功率跟踪性能和小信号稳定性分析

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-02 DOI: 10.1109/TSTE.2024.3422133

Han Mu;Dongsheng Yang;Yin Sun;Lucia Beloqui Larumbe

{"title":"Dynamic Power Tracking Performance and Small Signal Stability Analysis of Integrated Wind-to-Hydrogen System","authors":"Han Mu;Dongsheng Yang;Yin Sun;Lucia Beloqui Larumbe","doi":"10.1109/TSTE.2024.3422133","DOIUrl":"10.1109/TSTE.2024.3422133","url":null,"abstract":"To achieve the 2050 global climate target, offshore wind will increase to meet the growing demand of direct and indirect electrification (e.g. green hydrogen production for the hard-to-abate sector). To keep up with the rapid increase of offshore wind generation, the energy balancing challenges due to the intermittency nature of wind and the network congestion/capacity challenges resulting from structural network capacity planning latency are to be addressed with system integration technology. In this paper, it is proposed that the hydrogen electrolysis plant be co-located with the wind farm, where the power consumption is controlled to track the wind generation profile accurately to cancel the intermittency of wind generation, reduce the required grid connection capacity, and thereby avoid expensive grid expansion. However, this power tracking controller introduces a cross-plant feedback path from the wind farm to the hydrogen plant, posing challenges for partitioning the power tracking loop completely for stability analysis, which also makes it difficult to make a good trade-off between the tracking performance and stability margins. To address this issue, this paper proposes an equivalent transformation to eliminate the cross-plant feedback path. Then, the criteria for choosing the optimal partition method are proposed and examined for different types of partition methods, which are mathematically proven to be equivalent in terms of stability conditions but provide different insights. An optimal partition method is then proposed in this paper, which not only provides clear insight on the ideal and non-ideal power tracking performances but also can also identify the stability issues of different minor loops individually. Finally, the proposed optimal partition method and its valuable insights into power tracking performance and stability analysis are validated through time-domain simulations of a 180 MW integrated wind-to-hydrogen plant with a realistic complexity.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2444-2456"},"PeriodicalIF":8.6,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Differential Power Processing Based Control Framework for Multiple Battery Energy Storage Systems in DC Microgrids 基于差分功率处理的直流微电网多电池储能系统控制框架

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-01 DOI: 10.1109/TSTE.2024.3421358

Jialei Su;Kang Li

{"title":"Differential Power Processing Based Control Framework for Multiple Battery Energy Storage Systems in DC Microgrids","authors":"Jialei Su;Kang Li","doi":"10.1109/TSTE.2024.3421358","DOIUrl":"10.1109/TSTE.2024.3421358","url":null,"abstract":"Multiple battery energy storage systems (BESSs) have been widely used in the DC microgrids to balance generation and demand. To achieve this, the BESS converters need to deliver the full required input/output power imposed on BESSs under the conventional BESS-DC bus configuration, which often demands high power ratings for the converters, hence leads to high installation cost as well as high power losses. To reduce the power ratings for BESS converters while delivering the same power from BESSs, this paper proposes a new differential power processing (DPP) based control framework where the DPP techniques and BESSs are firstly combined without losing the following control objectives, namely, the accurate current-sharing and state of charge (SoC) balance of BESSs as well as DC bus voltage regulation. This is achieved first by introducing inverted bidirectional buck converters to function as a front-end converter and DPP converters. Then, a virtual state variable combining BESS output current and its SoC is proposed, based on which a consensus control strategy is proposed. The stability of the proposed DPP-based control framework is also analyzed. Finally, the real-time hardware-in-loop (HIL) tests confirm the effectiveness of the proposed control framework, showing that the proposed DPP-based control framework reduces the power ratings of the converters to less than 20 \u0000<inline-formula><tex-math>$%$</tex-math></inline-formula>\u0000 of BESS converters used in conventional BESS-DC bus configuration even in the worst operating scenario, while delivering the same required power from BESSs, paving a way for an innovative BESS DC microgrid design with much down-sized converters for BESSs.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2417-2427"},"PeriodicalIF":8.6,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

IBR Power Plant Frequency Control Design Consideration IBR 发电厂频率控制设计考虑因素

IF 8.6 1区工程技术

IEEE Transactions on Sustainable Energy Pub Date : 2024-07-01 DOI: 10.1109/TSTE.2024.3420940

Lingling Fan;Zhixin Miao;Deepak Ramasubramanian

{"title":"IBR Power Plant Frequency Control Design Consideration","authors":"Lingling Fan;Zhixin Miao;Deepak Ramasubramanian","doi":"10.1109/TSTE.2024.3420940","DOIUrl":"10.1109/TSTE.2024.3420940","url":null,"abstract":"Voltage control is often time provided at the plant-level control of inverter-based resources (IBR). Addition of energy storage systems in an IBR power plant makes it feasible to have frequency control at the power plant level. While frequency control appears as a simple frequency-power droop control to adjust real power commands to inverter-level controls with measured frequency as an input, care must be taken to avoid interactions among the plant frequency control with communication delays, inverter-level control effects, and the frequency sensor, usually a phase-locked-loop (PLL). This paper present two types of interaction scenarios that makes frequency control design challenging. The first interaction scenario may occur if the frequency control's gain is large, while the second interaction scenario may occur at a small control gain if the plant-level PLL lacks sufficient damping. We contribute to the fundamental understanding of the causation of stability issues due to plant frequency control through the derivation of a simplified feedback system focusing on the frequency and power relationship, and the follow-up frequency-domain analysis for gaining insights. For validation, we also design a data-driven approach to obtain models from data generated from an electromagnetic transient (EMT) simulation testbed. The findings from analysis have all been validated by EMT simulation. Finally, we contribute to mitigating strategies and also the understanding of the role of additional proportional integration power feedback control. This addition has been demonstrated as an efficient stability enhancement strategy to mitigate the effect of communication delay.","PeriodicalId":452,"journal":{"name":"IEEE Transactions on Sustainable Energy","volume":"15 4","pages":"2405-2416"},"PeriodicalIF":8.6,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141501918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0