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Sizing solar pool heating systems in Florida with validated heuristics

机译:阳光太阳能池加热系统在佛罗里达州的验证启发式系统

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This paper presents development of heuristic algorithms from equations provided in the literature for the evaluation of solar systems for heating residential pools in Florida. Of the computer programs previously available to evaluate solar poolsystems, none directly solve for solar system size and the resultant energy savings available from a correctly sized solar system. Each existing system requires technical engineering inputs and an iterative process to arrive at the proper solar size. This new approach solves directly for the solar system size needed to meet the requirements of a particular pool and its user's needs. Individual heat loss equations were validated with field data from fourteen outdoor pools and incorporated into a pool heatloss simulation program driven by weather data. It was found that a single equation was insufficent to predict pool response. For each weather set, sixteen heuristic algorithms were regressed from a data set of swimmable months developed through multiplesimulations of an orthogonal matrix of pool conditions, temperatures and configurations. These and other heuristic rules were incorporated into a computer-based advisory system to simplify inputs and present results, thus providing a marketing tool to aid in the proper sizing and the increased sale of solar pool heating systems. The resultant advisory system and its heuristic algorithms were independently validated by three experts at the UCF Florida Solar Energy Center, and a questionnaire was used toobtain validation from solar contractors. Of the contractors that responded, all found the advisory system to be easy to use and understandable. Seventy-five percent said it would be a valuable sales tool.
机译:本文介绍了文献中提供的方程式的启发式算法的发展,以评估佛罗里达州的加热住宅游泳池的太阳能系统。在以前可用于评估太阳能池系统的计算机程序的内容,无直接求解太阳系尺寸和可从正确尺寸的太阳能系统提供的结果节能。每个现有系统都需要技术工程输入和迭代过程来达到适当的太阳能。这种新方法直接解决了满足特定池需求及其用户需求所需的太阳系大小。单个热损失方程被验证,具有来自十四个室外游泳池的现场数据,并纳入由天气数据驱动的池热轧仿真程序。发现单个方程令人难以置疑,以预测池响应。对于每个天气集,从通过多元池条件,温度和配置的正交矩阵的多元捕获,从数据集的数据集回归16个启发式算法。这些和其他启发式规则被纳入基于计算机的咨询系统,以简化输入和目前的结果,从而提供营销工具,以帮助适当的尺寸和增加的太阳能池加热系统。由UCF佛罗里达太阳能中心的三位专家独立验证所得咨询系统及其启发式算法,并从太阳能承包商上使用了一个调查问卷。作出回应的承包商,都发现咨询系统易于使用和理解。百分之七十五表示将是一个有价值的销售工具。

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