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Statistical quality control for the evaluation of the uniformity of microsprinkler irrigation with photovoltaic solar energy

机译:统计质量控制,用于评估光伏太阳能微喷灌的均匀性

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摘要

The objective of this work was to evaluate a microsprinider irrigation system with water pumping by photovoltaic system, through uniformity coefficients and the total energy produced (W h) by the system using the statistical quality control, comparing the Shewhart control charts, Exponentially Weighted Moving Average (EWMA) and Cumulative Sum (CUSUM) and classifying the processes using the process capability index. The work was developed in the laboratory, with two distinct systems, with and without energy storage. For each of these systems, 25 tests were performed, with constant pressure and voltage and current measurements during the tests. Different spacing between microsprinklers were simulated for the test data, determining the six treatments used: Ti: 1.0 m x 1.0 m spacing with energy storage; T2 spacing of 1.0 m x 1.5 m with energy storage; T3: spacing of 1.5 m x 1.0 m with energy storage; T4: 1.0 m x 1.0 m spacing without energy storage; T5: 1.0 m x 1.5 m spacing without energy storage; T6: spacing of 1,5 m x 1,0 m without energy storage. The energy produced (W h) in the system without energy storage was superior, however, it is recommended to use the system with energy storage due to the smaller variability and reliability, besides keeping the electrical system stable, in relation to the voltage, not damaging the hydraulic pump as in the treatments without energy storage. As far as the spacing's are concerned, the smaller the uniformity of the irrigation system. The control charts were adequate to diagnose the treatments under control, and the EWMA were relevant to detect the small variabilities resulting from the tests. The process capability index was relevant for classifying the processes used. The statistical quality control was adequate to determine the variability of the processes, recommending using the system proposed in T1 treatment, due to its lower variability in relation to the control graphs, greater uniformity of water distribution and higher classification in relation to the capacity index the process.
机译:这项工作的目的是通过使用统计质量控制,通过均匀度系数和系统产生的总能量(W h),通过比较Shewhart控制图,指数加权移动平均值,评估光伏系统抽水的微喷灌系统。 (EWMA)和累积总和(CUSUM),并使用过程能力指数对过程进行分类。这项工作是在实验室中开发的,有两个不同的系统,带有和不带有能量存储。对于这些系统中的每一个,进行了25次测试,并在测试过程中进行了恒定的压力,电压和电流测量。为测试数据模拟了微型喷头之间的不同间距,确定了所使用的六种处理方法:Ti:1.0 m x 1.0 m,带储能间隔; T2间距为1.0 m x 1.5 m,并带有能量存储; T3:间距1.5 m x 1.0 m,带有能量存储; T4:1.0 m x 1.0 m间距,无能量存储; T5:1.0 m x 1.5 m间距,无能量存储; T6:1.5 m x 1,0 m的间距,无能量存储。在没有能量存储的系统中产生的能量(W h)优越,但是,由于可变性和可靠性较小,因此建议使用带能量存储的系统,除了保持电气系统相对于电压的稳定性外,在没有能量存储的情况下会损坏液压泵。就间隔而言,灌溉系统的均匀性越小。控制图足以诊断受控制的治疗方法,而EWMA与检测测试产生的微小差异有关。过程能力指数与所用过程的分类有关。统计质量控制足以确定过程的可变性,建议使用在T1处理中建议的系统,因为该系统相对于控制图的可变性较低,水分配的均匀性更高,而相对于容量指数而言,分类较高。处理。

著录项

  • 来源
    《Renewable & Sustainable Energy Reviews》 |2017年第10期|743-753|共11页
  • 作者单位

    Univ Fed Parana, Dept Engn, St Pioneiro 2153, BR-85950000 Palotina, Parana, Brazil;

    State Univ Western Parana UNIOESTE, Program Agr Engn, Campus Cascavel,Rua Univ 2069, BR-85819110 Cascavel, Parana, Brazil;

    State Univ Western Parana UNIOESTE, Masters Program Agr Power Engn, Campus Cascavel,Rua Univ 2069, BR-85819110 Cascavel, Parana, Brazil;

    Univ Fed Parana, Dept Engn, St Pioneiro 2153, BR-85950000 Palotina, Parana, Brazil;

    State Univ Western Parana UNIOESTE, Masters Program Agr Power Engn, Campus Cascavel,Rua Univ 2069, BR-85819110 Cascavel, Parana, Brazil;

    Univ Fed Parana, Dept Engn, St Pioneiro 2153, BR-85950000 Palotina, Parana, Brazil;

    State Univ Western Parana UNIOESTE, Program Agr Engn, Campus Cascavel,Rua Univ 2069, BR-85819110 Cascavel, Parana, Brazil;

    State Univ Western Parana UNIOESTE, Masters Program Agr Power Engn, Campus Cascavel,Rua Univ 2069, BR-85819110 Cascavel, Parana, Brazil;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    CUSUM control charts; EWMA control charts; Shewhart control charts; Process capability index;

    机译:CUSUM控制图;EWMA控制图;Shewhart控制图;过程能力指标;
  • 入库时间 2022-08-18 01:22:03

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