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具有海水淡化功能的社区能源网络多标准调度优化:成本与供应安全权衡的见解

Multi-criteria dispatch optimization of a community energy network with desalination: Insights for trading off cost and security of supply.

作者信息

Monemi Bidgoli Mahdieh, Azimian Mahdi, Amir Vahid, Zarrati Mehdi, Javadi Saeid, Mohseni Soheil, Brent Alan C

机构信息

Department of Electrical and Computer Engineering, University of Kashan, Kashan, Iran.

Department of Electrical and Computer Engineering, Kashan Branch, Islamic Azad University, Kashan, Iran.

出版信息

Heliyon. 2023 Sep 29;9(10):e20533. doi: 10.1016/j.heliyon.2023.e20533. eCollection 2023 Oct.

Abstract

The idea of community energy network is being advocated to enhance the elasticity of diverse energy systems required for efficiently integrating a substantial volume of distributed energy resources. On the other hand, the interest in renewables-based desalination systems has received significant interest recently to consider freshwater as an additional end-use product in the community energy network system. Within this context, this paper introduces a multifaceted method for community energy networks with a focus on desalination-capable systems. The central goals involve diminishing the cumulative long-term expenses of the configuration, all while concurrently augmenting the system's capacity to store electrothermal energy on a daily basis that varies - all aimed at enhancing the reliability and security of resource provisioning. Importantly, the model co-optimizes the community energy network expenditure and reserve capacities, whilst integrating electrical, thermal, and natural gas vectors, as well as providing a platform for supplying freshwater needs. The overall freshwater provisioning infrastructure incorporates a water storage system, a desalination unit, a water well component, and a water pumping system. Furthermore, for the purpose of enhancing the adaptability, the community energy network concept put forth here utilizes coordinated electrothermal responsive load initiatives. These are coupled with meticulously planned electrothermal reservoir setups to curtail the wastage of surplus renewable production amidst diverse origins of unpredictability. The normalized weighted sum method is employed to convert the proposed formulation to a single-objective problem that is amenable to commercially available solvers in GAMS software. Then, the modelling framework is adapted to a system populated for a hypothetical site. The results verify the validity of the model in yielding globally optimum results for complex community energy networks with intertwined vectors of energy and end-use products. They also indicate that relatively small raises in the size of the electric and thermal reservoirs - and insubstantial raises in the expenditure of the system - can have potentially significant impacts on the ability of the system in serving loads during contingency conditions. In particular, by implementing demand response programs a cost reduction of 2.07% is shown, which is significant in the day-ahead operational planning phase.

摘要

社区能源网络的理念正在得到倡导,以增强高效整合大量分布式能源资源所需的各种能源系统的弹性。另一方面,基于可再生能源的海水淡化系统最近受到了极大关注,以便将淡水视为社区能源网络系统中的一种额外终端使用产品。在此背景下,本文介绍了一种针对社区能源网络的多方面方法,重点是具备海水淡化能力的系统。核心目标包括降低配置的长期累计成本,同时增强系统每天存储不同变化的电热能量的能力,所有这些都是为了提高资源供应的可靠性和安全性。重要的是,该模型共同优化社区能源网络支出和备用容量,同时整合电力、热力和天然气向量,并为满足淡水需求提供一个平台。整个淡水供应基础设施包括一个蓄水系统、一个海水淡化单元、一个水井组件和一个抽水系统。此外,为了提高适应性,这里提出的社区能源网络概念采用了协调的电热响应负荷措施。这些措施与精心规划的电热储能装置相结合,以减少在各种不可预测来源中多余可再生能源生产的浪费。采用归一化加权和方法将所提出的公式转换为一个单目标问题,该问题适用于GAMS软件中的商用求解器。然后,将建模框架应用于一个假设地点的系统。结果验证了该模型对于具有相互交织的能源向量和终端使用产品的复杂社区能源网络产生全局最优结果的有效性。结果还表明,电储能和热储能规模相对较小的增加以及系统成本的小幅增加,可能会对系统在应急情况下服务负荷的能力产生潜在的重大影响。特别是,通过实施需求响应计划,成本降低了2.07%,这在日前运营规划阶段是很显著的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3d31/10560772/8349ab61568f/gr1.jpg

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