Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment

Mingxi Liu; Stef Peeters; Duncan S. Callaway; Bert J. Claessens

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Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment

机译：结合家用热水加热器的轨迹跟踪：在商业部署中结合基于模型和无模型的控制

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Scalable demand response of residential electric loads has been a timely research topic in recent years. The commercial coming of age of residential demand response requires a scalable control architecture that is both efficient and practical to use. This

机译：近年来，住宅用电负荷的可扩展需求响应已成为一个及时的研究主题。商业化的住宅需求响应时代的到来要求使用可扩展且高效且实用的控制体系结构。这个

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来源
《Smart Grid, IEEE Transactions on》 |2019年第5期|5686-5695|共10页
作者
Mingxi Liu; Stef Peeters; Duncan S. Callaway; Bert J. Claessens;
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作者单位

Energy and Resources Group University of California at Berkeley Berkeley CA USA;

Research Department REstore Antwerp Belgium;

Research Department REstore Antwerp B;

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原文格式 PDF
正文语种 eng
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关键词
Water heating; Load modeling; Load management; Optimization; Computational modeling; Resistance heating; Indexes;

机译：水加热;负载建模;负载管理;优化;计算建模;电阻加热;指标;

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1. Combining Model-Based and Model-Free Updates for Trajectory-Centric Reinforcement Learning [J] . Yevgen Chebotar, Karol Hausman, Marvin Zhang, JMLR: Workshop and Conference Proceedings . 2017,第1期

机译：结合基于模型和无模型的更新，以弹道为中心的强化学习
2. A model-free fuzzy adaptive trajectory tracking control algorithm based on dynamic surface control [J] . Mingsi Tong, Weiyang Lin, Xiang Huo, International Journal of Advanced Robotic Systems . 2020,第1期

机译：一种基于动态表面控制的无模型模糊自适应轨迹跟踪算法
3. Ultra-local model predictive control: A model-free approach and its application on automated vehicle trajectory tracking [J] . Zejiang Wang, Junmin Wang Control Engineering Practice . 2020,第Auga期

机译：超本地模型预测控制：一种无模型方法及其对自动化车辆轨迹跟踪的应用
4. Trajectory Tracking for Autonomous Underwater Vehicle Based on Model-Free Predictive Control [C] . Weiwei Xu, Yuchen Xiao, Hongran Li, International Conference on High Performance Switching and Routing . 2019

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5. Generic dynamic modelling and model-based trajectory tracking control of wheeled mobile robots (WMRs). [D] . Thanjavur, Karunananth G. 1997

机译：轮式移动机器人（WMR）的通用动态建模和基于模型的轨迹跟踪控制。
6. Data Driven Model-Free Adaptive Control Method for Quadrotor Formation Trajectory Tracking Based on RISE and ISMC Algorithm [O] . Dongdong Yuan, Yankai Wang 2021

机译：基于升高和ISMC算法的四轮压发电机形成轨迹跟踪的数据驱动模型自适应控制方法
7. Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment [O] . Mingxi Liu, Stef Peeters, Duncan S. Callaway, 2019

机译：国内热水器聚集的轨迹跟踪：在商业部署中结合模型和无模型控制
8. Economic Analysis of Non-Taxed Commercial Solar Hot Water Systems and Combined Heating and Hot Water Systems [R] . 1980

机译：非税商用太阳能热水系统及热电联产系统的经济性分析

Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment

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