Robust temperature tracking and estimation for resistive heater circuit board with implementation

Parth S. Thakar, Anilkumar Markana, Piyush B. Miyani
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引用次数: 1

Abstract

Resistive heating is an efficient method for temperature control in many applications that need robust control designs. Very few attempts have been reported in this direction to deal robustness issues like parametric variations, disturbances and uncertainties. Moreover, there are hardly any laboratory scaled setups available, that are of low cost and provide ease of implementation for such applications to test various algorithms. To that end, lately a resistive heater circuit board (RHCB) setup has become a benchmark setup for testing. For which, available control schemes largely use PID based schemes so far that are not robust. Besides, they employ numerical derivatives of measurements, resulting in the added noise. To circumvent these issues and to address the mentioned literature gap, this paper reports new experimental and simulation studies by developing new robust control and estimation designs for temperature tracking. We design via sliding mode algorithms, a sliding mode observer (SMO) and discrete-time sliding mode controller (DTSMC) for an uncertain system of RHCB. The proposed controller outperforms the existing PID schemes and tracks the temperature reference accurately, despite the uncertainties. Moreover, SMO robustly estimates the temperature measurements and provide accurate signal for the control purpose. In addition, this study also reports a first of its kind application of such DTSMC and SMO, for which the idea of using different temporal designs for each of them is employed and integrated together for the ease of implementation on RHCB. Thus, the novelty also lies in how to judicially stitch these approaches and showcase their efficacy through simulation and experimental validations.

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电阻加热电路板的鲁棒温度跟踪与估计及其实现
在许多需要稳健控制设计的应用中,电阻加热是一种有效的温度控制方法。在这个方向上,很少有人尝试处理参数变化、扰动和不确定性等稳健性问题。此外,几乎没有任何实验室规模的设置可用,这些设置成本低,并且为测试各种算法的此类应用提供了易于实现的功能。为此,最近电阻加热器电路板(RHCB)设置已成为测试的基准设置。为此,到目前为止,可用的控制方案主要使用不具有鲁棒性的基于PID的方案。此外,它们采用了测量的数值导数,从而增加了噪声。为了避免这些问题并解决上述文献空白,本文通过开发新的温度跟踪鲁棒控制和估计设计,报道了新的实验和模拟研究。针对RHCB的不确定系统,我们通过滑模算法设计了滑模观测器(SMO)和离散时间滑模控制器(DTSMC)。所提出的控制器优于现有的PID方案,并且在存在不确定性的情况下准确地跟踪温度参考。此外,SMO稳健地估计温度测量值,并为控制目的提供准确的信号。此外,本研究还报告了此类DTSMC和SMO的首次应用,其中采用了对它们各自使用不同时间设计的想法,并将其集成在一起,以便于在RHCB上实现。因此,新颖之处还在于如何将这些方法进行司法缝合,并通过模拟和实验验证来展示其有效性。
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2.60
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