高温太阳能堆温度非线性控制策略的实验研究

IF 2.1 4区 工程技术 Q3 ENERGY & FUELS Journal of Solar Energy Engineering-transactions of The Asme Pub Date : 2023-05-04 DOI:10.1115/1.4062483
Assaad Alsahlani, Nesrin Ozalp
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引用次数: 0

摘要

尽管太阳能热化学工艺技术在将太阳能作为固态太阳能燃料储存方面具有巨大潜力,但一些挑战使其难以在工业上应用。需要注意的是,太阳能具有瞬态性质,会导致不稳定并降低工艺效率。因此,在多云天气下,实施一个稳健的控制系统来调节过程温度和解决太阳能供应短缺的问题至关重要。在我们之前的工作中,开发了不同的基于模型的控制策略,即具有增益调度的比例积分微分控制器(PID)和自适应模型预测控制(MPC)。对这些方法进行了数值测试,以调节高温管式太阳能反应堆内的温度。在这项工作中,所提出的控制策略在各种操作条件下进行了实验测试。控制器被要求跟踪不同气体/颗粒流量的不同设定值(500℃、1000℃和1450℃)。此外,对流量控制器进行了测试,以在多云天气情况下调节反应堆温度。最终目标是成功生产5公斤还原太阳能燃料氧化镁锰(MgMn2O4),尽管系统具有很强的非线性,但控制器能够跟踪所需的工艺温度并抑制干扰。实验结果表明,温度设定值的最大误差小于0.5%(6°C),MPC控制器在减少控制工作量和抑制干扰方面表现出优异的性能。
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EXPERIMENTAL PERFORMANCE OF A NONLINEAR CONTROL STRATEGY TO REGULATE TEMPERATURE OF A HIGH TEMPERATURE SOLAR REACTOR
Despite the significant potential of solar thermochemical process technology for storing solar energy as solid-state solar fuel, several challenges have made its industrial application difficult. It is important to note that solar energy has a transient nature that causes instability and reduces process efficiency. Therefore, it is crucial to implement a robust control system to regulate the process temperature and tackle the shortage of incoming solar energy during cloudy weather. In our previous works, different model–based control strategies were developed namely a Proportional Integral Derivative controller (PID) with gain scheduling and adaptive Model Predictive Control (MPC). These methods were tested numerically to regulate the temperature inside a high temperature tubular solar reactor. In this work, the proposed control strategies were experimentally tested under various operation conditions. The controllers were challenged to track different setpoints (500oC, 1000oC, and 1450oC) with different amounts of gas/particles flowrates. Additionally, the flow controller was tested to regulate the reactor temperature under a cloudy weather scenario. The ultimate goal was to produced 5 kg of reduced solar fuel magnesium manganese oxide (MgMn2O4) successfully, and the controllers were able to track the required process temperature and reject disturbances despite the system's strong nonlinearity. The experimental results showed a maximum error in the temperature setpoint of less than 0.5% (6°C), and the MPC controller demonstrated superior performance in reducing the control effort and rejecting disturbances.
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来源期刊
CiteScore
5.00
自引率
26.10%
发文量
98
审稿时长
6.0 months
期刊介绍: The Journal of Solar Energy Engineering - Including Wind Energy and Building Energy Conservation - publishes research papers that contain original work of permanent interest in all areas of solar energy and energy conservation, as well as discussions of policy and regulatory issues that affect renewable energy technologies and their implementation. Papers that do not include original work, but nonetheless present quality analysis or incremental improvements to past work may be published as Technical Briefs. Review papers are accepted but should be discussed with the Editor prior to submission. The Journal also publishes a section called Solar Scenery that features photographs or graphical displays of significant new installations or research facilities.
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