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    Bringing Automated Fault Detection and Diagnostics Tools for HVAC&R Into the Mainstream

    Source: ASME Journal of Engineering for Sustainable Buildings and Cities:;2020:;volume( 001 ):;issue: 003::page 030902-1
    Author:
    Albayati, Mohammed
    ,
    Gorthala, Ravi
    ,
    Thompson, Amy
    ,
    Patil, Prathamesh
    ,
    Hacker, Annika
    DOI: 10.1115/1.4047958
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Heating, ventilation, and air-conditioning (HVAC) systems consume over 5 quads of energy annually, representing 30% of energy consumption in the U.S. commercial buildings. Additionally, commercial refrigeration (R) systems add about 1 quad to commercial buildings energy consumption. Most HVAC systems operate with one or more faults that result in increased energy consumption. Fault detection and diagnostics (FDD) tools have been developed to address this national issue, and many tools are commercially available. FDD tools have the potential to save considerable energy for an existing commercial rooftop unit (RTU) and refrigeration systems. These devices can be used for both retro commissioning and, when faults are addressed, continuous commissioning. However, there appears to be multiple market barriers for this technology. Although there are efforts to develop FDD tool standards, currently there are no standards and methods to define functions, capabilities, accuracy, and reliability of FDD tools in the field. Moreover, most of the commercial FDD tools have not been verified in the field independently. This paper presents a comprehensive approach for bringing HVAC FDD tools into the mainstream. The approach involves demonstrating ten commercially available FDD tools installed at ten different sites, independent testing and evaluation of the FDD tools, communication with various stakeholders, identifying and assessing market barriers, creating a process evaluation methodology, and assisting utility companies in developing incentive programs. The preliminary baseline results from the case study demonstrate how the use of an independent monitoring system (IMS) can be used for ground-truth in evaluating FDD tools in the field.
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      Bringing Automated Fault Detection and Diagnostics Tools for HVAC&R Into the Mainstream

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    contributor authorAlbayati, Mohammed
    contributor authorGorthala, Ravi
    contributor authorThompson, Amy
    contributor authorPatil, Prathamesh
    contributor authorHacker, Annika
    date accessioned2022-02-04T21:56:10Z
    date available2022-02-04T21:56:10Z
    date copyright8/19/2020 12:00:00 AM
    date issued2020
    identifier issn2642-6641
    identifier otherds_142_12_121003.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4274560
    description abstractHeating, ventilation, and air-conditioning (HVAC) systems consume over 5 quads of energy annually, representing 30% of energy consumption in the U.S. commercial buildings. Additionally, commercial refrigeration (R) systems add about 1 quad to commercial buildings energy consumption. Most HVAC systems operate with one or more faults that result in increased energy consumption. Fault detection and diagnostics (FDD) tools have been developed to address this national issue, and many tools are commercially available. FDD tools have the potential to save considerable energy for an existing commercial rooftop unit (RTU) and refrigeration systems. These devices can be used for both retro commissioning and, when faults are addressed, continuous commissioning. However, there appears to be multiple market barriers for this technology. Although there are efforts to develop FDD tool standards, currently there are no standards and methods to define functions, capabilities, accuracy, and reliability of FDD tools in the field. Moreover, most of the commercial FDD tools have not been verified in the field independently. This paper presents a comprehensive approach for bringing HVAC FDD tools into the mainstream. The approach involves demonstrating ten commercially available FDD tools installed at ten different sites, independent testing and evaluation of the FDD tools, communication with various stakeholders, identifying and assessing market barriers, creating a process evaluation methodology, and assisting utility companies in developing incentive programs. The preliminary baseline results from the case study demonstrate how the use of an independent monitoring system (IMS) can be used for ground-truth in evaluating FDD tools in the field.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleBringing Automated Fault Detection and Diagnostics Tools for HVAC&R Into the Mainstream
    typeJournal Paper
    journal volume1
    journal issue3
    journal titleASME Journal of Engineering for Sustainable Buildings and Cities
    identifier doi10.1115/1.4047958
    journal fristpage030902-1
    journal lastpage030902-18
    page18
    treeASME Journal of Engineering for Sustainable Buildings and Cities:;2020:;volume( 001 ):;issue: 003
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
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