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Stochastic security-constrained economic dispatch for random responsive price-elastic load and wind power

机译:随机安全约束的经济调度,用于随机响应的价格弹性负载和风力发电

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摘要

Price-elastic load (PEL) is a typical demand response resource. PEL provides an effective option to address the challenge of wind power output fluctuation. This study proposes a stochastic scheduling model, considering uncertainties of variable wind power and PEL response. A PEL stochastic security-constrained economic dispatch model using chance-constrained programming is presented for scheduling. The authors propose that the chance-constrained transmission interface flow constraints should be considered to control the probability of transmission interface flow limit violation via the parameter of security probability. An approach is suggested to transform the stochastic model into a deterministic quadratic programming problem via linearising the branch flow constraints and transmission interface flow constraints with sensitivity analysis method. Then, the probabilistic transmission interface flow constraints are equivalently transformed into conventional constraints. Case simulations on a provincial power system with 151 buses demonstrate the effectiveness and feasibility of the proposed mechanism, models, and methods.
机译:价格弹性负载(PEL)是一种典型的需求响应资源。 PEL提供了一个有效的选项来应对风能输出波动的挑战。考虑可变风电和PEL响应的不确定性,本研究提出了一种随机调度模型。提出了一种基于机会约束规划的PEL随机安全约束经济调度模型。作者建议应考虑机会受限的传输接口流量约束,以通过安全概率参数控制传输接口流量限制违反的概率。提出了一种利用灵敏度分析方法将支流约束和传输接口约束线性化的方法,将随机模型转化为确定性二次规划问题。然后,将概率传输接口流约束等效地转换为常规约束。在具有151辆公交车的省级电力系统上的案例模拟证明了所提出的机制,模型和方法的有效性和可行性。

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