Hierarchical optimal operation for bipolar DC distribution networks with remote residential communities

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS Applied Energy Pub Date : 2024-11-01 DOI:10.1016/j.apenergy.2024.124701
Qianggang Wang , Yiyao Zhou , Bingxin Fan , Jianquan Liao , Tao Huang , Xuefei Zhang , Yao Zou , Niancheng Zhou
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Abstract

To facilitate the seamless integration of renewable energy, bipolar DC distribution networks (Bi-DCDNs) have been widely adopted in various applications, including the Shenzhen Future Building, the Boeing 787 aircraft, and DC LED lighting systems in Singapore. Bi-DCDNs incorporate diverse flexible devices to improve both economic efficiency and security. However, a comprehensive coordination framework considering the regulatory heterogeneity among these flexible devices remains absent. Hence, this paper proposes a hierarchical coordination framework for flexible devices in Bi-DCDNs. More specifically, the upper-level model considers the operational differences of the DC transformer (DCT) in various modes to determine the optimal switching scheme for reducing losses; In the lower-level model, the control parameters of the DCT, energy storage systems (ESSs), and DC electrical springs (DCESs) are coordinated to enhance voltage quality. Furthermore, to accurately capture the steady-state behavior of flexible devices, the hierarchical framework incorporates the Newton-Raphson power flow method. This method formulates a steady-state model for multiple flexible devices and demonstrates the impact of different control modes of DCT on power flow. Subsequently, a genetic algorithm is used to solve the proposed model, ensuring that suboptimal decisions made at the upper level are rectified at the lower level, and vice versa. The numerical results indicate that the proposed framework achieves the optimal operation for both reduced losses and enhanced voltage quality in Bi-DCDNs. Furthermore, it exhibits advantageous applications for Bi-DCDNs with additional DCTs for remote residential communities.
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有偏远居民区的双极直流配电网的分层优化运行
为促进可再生能源的无缝集成,双极直流配电网络(Bi-DCDN)已在各种应用中得到广泛采用,包括深圳未来大厦、波音 787 飞机和新加坡的直流 LED 照明系统。Bi-DCDN 融合了多种灵活设备,可提高经济效益和安全性。然而,考虑到这些灵活设备之间的监管异质性,目前仍缺乏一个全面的协调框架。因此,本文针对 Bi-DCDN 中的灵活设备提出了一个分层协调框架。更具体地说,上层模型考虑了直流变压器(DCT)在各种模式下的运行差异,以确定减少损耗的最佳切换方案;在下层模型中,协调了直流变压器、储能系统(ESS)和直流电簧(DCES)的控制参数,以提高电压质量。此外,为了准确捕捉柔性设备的稳态行为,分层框架采用了牛顿-拉斐森功率流方法。该方法建立了多个柔性设备的稳态模型,并演示了 DCT 不同控制模式对功率流的影响。随后,利用遗传算法求解所提出的模型,确保上层做出的次优决策在下层得到纠正,反之亦然。数值结果表明,所提出的框架在 Bi-DCDN 中实现了降低损耗和提高电压质量的最佳操作。此外,它还显示了 Bi-DCDN 在偏远住宅小区附加 DCT 的优势应用。
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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