论文标题

操作模型模拟的计算实验设计

Computational Experiment Design for Operations Model Simulation

论文作者

Lara, Jose Daniel, Lee, Jonathan T., Callaway, Duncan, Hodge, Bri-Mathias

论文摘要

证明新方法价值的计算机模拟对于在多个地理和时间尺度上具有高渗透能量的高渗透能量的高渗透能量的更灵活的功率系统操作至关重要。在本文中,我们开发了科学计算的最佳实践,以用于功率系统运营模型的录音和繁殖。然后,我们使用两个案例研究来证明提出的验证和复制框架。

Computer simulations that demonstrate the valueof novel approaches are crucial to developing more flexibleand robust power systems operations with high penetrations ofrenewable energy at multiple geographic and temporal scales.However, optimization-based simulations that depend on forecastdata often face challenges in evaluating performance, reproducingresults, and testing under realistic simulation scenarios. In thispaper, we develop scientific computing best-practices for thevalidation and reproduction of power systems operational models.We then employ two case studies to demonstrate the proposedvalidation and reproduction framework.

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