Nonlinear deterministic modeling of highly varying loads

ONeill-Carrillo E.; Heydt G.T.; Kostelich E.J.; Venkata S.S.; Sundaram A.

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Nonlinear deterministic modeling of highly varying loads

机译：高变化载荷的非线性确定性建模

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Typically, the modeling of highly varying, nonlinear loads such asnelectric arc furnaces has involved stochastic techniques. This papernpresents the use of chaotic dynamics to describe the operation ofnnonlinear loads. Included is a discussion of the Lyapunov exponents, anmeasure of chaotic behavior. The alternate approach is applied tonelectric arc furnaces. A tuning mode is described to develop thenparameters of a chaotic model. This model is trained to have time andnfrequency responses that are tuned to match the current from the arcnfurnace under study. The simulated data are compared to actual arcnfurnace data to validate the model. This model is used to assess thenimpact of various highly varying nonlinear loads that exhibit chaos innpower systems

机译：通常，对高度变化的非线性负载（例如电弧炉）的建模涉及到随机技术。本文介绍了使用混沌动力学来描述非线性负载的操作。其中包括有关Lyapunov指数的讨论，这是一种混沌行为的度量。另一种方法是应用吨电弧炉。描述了调谐模式以发展混沌模型的参数。对该模型进行训练，使其具有时间和频率响应，这些响应被调整为与正在研究的电弧炉的电流匹配。将模拟数据与实际的电弧炉数据进行比较以验证模型。该模型用于评估表现出混乱的inpower系统的各种高度变化的非线性负载的影响

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《IEEE Transactions on Power Delivery》 |1999年第2期|p.537-542|共6页
作者
ONeill-Carrillo E.; Heydt G.T.; Kostelich E.J.; Venkata S.S.; Sundaram A.;
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正文语种 eng
中图分类输配电技术;
关键词
arc furnaces; chaos; frequency response; load (electric); nonlinear systems; power systems; Lyapunov exponents; chaotic behavior; chaotic dynamics; chaotic model training; electric arc furnaces; highly varying loads; nonlinear deterministic modeling; nonlinear loads;

机译：电弧炉;混沌;频率响应;负荷（电）;非线性系统;电力系统;Lyapunov指数;混沌行为;混沌动力学;混沌模型训练;电弧炉;高变化负荷;非线性确定性建模;非线性负荷;

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1. Nonlinear deterministic modeling of highly varying loads [J] . ONeill-Carrillo E., Heydt G.T. IEEE Transactions on Power Delivery . 1999,第2期

机译：高变化载荷的非线性确定性建模
2. An adaptive design and interpolation technique for extracting highly nonlinear response surfaces from deterministic models [J] . D. Shahsavani, A. Grimvall Reliability Engineering & System Safety . 2009,第7期

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3. Bias-eliminated subspace model identification under time-varying deterministic type load disturbance [J] . Liu Tao, Huang Biao, Qin S. Joe Journal of Process Control . 2015,第Null期

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4. Blackbox Parameter Varying Transfer Functions Model for Highly Nonlinear Electronic Power Converters in DC Microgrids [C] . A. Francés, R. Asensi, J. Uceda IEEE Applied Power Electronics Conference and Exposition . 2019

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5. Nonlinear modeling and analysis of highly varying loads. [D] . O'Neill Carrillo, Efrain. 1999

机译：高度变化的负载的非线性建模和分析。
6. Modeling Nonlinear Time-Dependent Treatment Effects: An Application of the Generalized Time-Varying Effect Model (TVEM) [O] . Mariya P. Shiyko, Jack Burkhalter, Runze Li, -1

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7. Perturbation Approach in the Dynamic Buckling of a Model Structure with a Cubic-quintic Nonlinearity Subjected to an Explicitly Time Dependent Slowly Varying Load [O] . A. M. Ette, I. U. Udo-Akpan, J. U. Chukwuchekwa, 2019

机译：在模型结构的动态屈曲中的扰动方法，立方义非线性对明确时间依赖性缓慢变化负荷进行
8. Input-Output Parametric Models for Nonlinear Systems. Part 1: Deterministic Nonlinear Systems [R] . Leontaritis, I. J., Billings, S. A. 1984

机译：非线性系统的输入输出参数模型。第1部分：确定性非线性系统

Nonlinear deterministic modeling of highly varying loads

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