Enabling renewable resource integration: The balance between robustness and flexibility

M. G. Martinez, Jialin Liu, Bowen Li, J. Mathieu, C. Anderson
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引用次数: 4

Abstract

The steady rise of electricity demand and renewable energy sources is increasing the need for flexibility to enable power systems to adapt to changes in supply and demand. To this end, demand response programs have the potential to increase the flexibility of the system. In this work, a direct-load-control demand response program is used in the scheduling task of a power system with high levels of variable renewable generation. The model considers different classes of reserves provided by both conventional generation and responsive demand. Unit commitment, generator dispatch and reserve allocations are determined with appropriate risk-averse levels to guarantee a reliable and feasible operation of the system across the planning horizon. Risk preferences are reflected in constraint satisfaction via robust and probabilistically-constrained approaches. Case studies with a 57-bus system show that the probabilistic approach allows higher wind share in the power network and incurs lower costs than the robust approach. In addition, results show that controllable loads are an important contributor to system flexibility, though addition of other classes of responsive demand will also bring desirable flexibility.
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实现可再生资源整合:稳健性和灵活性之间的平衡
电力需求和可再生能源的稳步增长增加了对灵活性的需求,使电力系统能够适应供需变化。为此,需求响应方案有可能增加系统的灵活性。本文将负荷直接控制需求响应方案应用于具有高水平可变可再生能源发电的电力系统的调度任务。该模型考虑了由常规发电和响应需求提供的不同类别的储备。机组承诺、发电机调度和备用分配以适当的风险规避水平确定,以确保系统在规划范围内可靠可行地运行。风险偏好通过鲁棒性和概率约束方法反映在约束满足中。对57总线系统的案例研究表明,概率方法允许更高的风电在电网中的份额,并且比鲁棒方法产生更低的成本。此外,结果表明,可控负荷是系统灵活性的重要贡献者,尽管增加其他类别的响应需求也会带来理想的灵活性。
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