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    <p>I think my previous response was a tad short, so I'll elaborate
      :-)    (What actually happened was that I was composing my answer
      on my IPhone  that sent it out unexpectedly, so I decided to wait
      until I got to the office where I'm in more control of the
      e-mail).</p>
    <p>Chris,</p>
    <p>Yes, you're correct on both points.  The percentiles are of all
      the hourly values in the long-term record, so 0.4% would mean
      there are  on average 35 hours at or above that temperature over a
      year, and so forth.  The pre-1996 definition of 1% seasonal would
      be 22 hours at or above that temperature over 2208 hours from June
      through August.  If all the hours above that temperature would
      occur only in those three summer months, the 1% seasonal would
      correspond to 0.25% annual.  However,  there are almost always
      such hours that occur outside of those months and since the
      frequency of occurrence varies greatly by climate,  it's
      impossible to find an universal correspondence of annual to
      seasonal frequencies.  For example, in Singapore where there is
      very little season variation in temperatures, the 1% seasonal
      would be about the same as the 1% annual, or 88 hours over a
      typical year, more than double the number of hours in a temperate
      climate. Because of these inconsistencies and the awkwardness of
      having to define summer and winter in different locations (here in
      San Francisco the hottest month is always September), ASHRAE
      decided to change from seasonal to annual percentiles for the 1997
      Handbook.  I was on TC 4.2 at the time, and what transpired with
      this switch was interesting and at times humorous.  If we switch
      to annual percentiles, which percentiles should we use?  Engineers
      are very attuned to "their" design temperatures, so we didn't want
      to create an uproar with large changes in the design temperatures
      due to changes in the metric, but new metric does not produce a
      one-to-one correlation to the old metric. In the end, the TC asked
      the contractor to compare the temperatures at different annual
      percentiles to the old seasonal percentiles, and use the annual
      percentiles with the best overall match, which turned out to be
      0.4%, 1%, and 2%  for the previous 1%, 2.5% and 5% seasonal
      percentiles. <br>
    </p>
    <p>There are many things in the ASHRAE design procedure that are
      similarly ad-hoc or evolutionary, to use a better adjective :-) ,
      which is why I tend to view it with a slight grain of salt.  I've
      also talked to engineers and academics in other countries over the
      years, and have that the ASHRAE design procedure is only one of
      several in the world.<br>
    </p>
    <p>Joe</p>
    <pre class="moz-signature" cols="90">Joe Huang
White Box Technologies, Inc.
346 Rheem Blvd., Suite 205A
Moraga CA 94556
<a class="moz-txt-link-abbreviated" href="mailto:yjhuang@whiteboxtechnologies.com">yjhuang@whiteboxtechnologies.com</a>
<a class="moz-txt-link-freetext" href="http://weather.whiteboxtechnologies.com">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data
(o) (925)388-0265
(c) (510)928-2683
"building energy simulations at your fingertips"
</pre>
    <div class="moz-cite-prefix">On 6/8/2019 5:03 PM, Joe Huang wrote:<br>
    </div>
    <blockquote type="cite"
      cite="mid:DA043451-5ABD-4D90-B475-5BF8F042B2E5@whiteboxtechnologies.com">The
      1%, 99% used prior to <br>
      <br>
      <div id="AppleMailSignature" dir="ltr">Sent from my iPhone 
        <div>Joe Huang</div>
        <div>White Box Technologies</div>
        <div>346 Rheem Blvd Suite 108D</div>
        <div>Moraga CA 94556</div>
        <div>(o) 1(925)388-0265</div>
        <div>(c) 1(510)928-2683</div>
        <div><a href="mailto:yjhuang@whiteboxtechnologies.com"
            moz-do-not-send="true">yjhuang@whiteboxtechnologies.com</a></div>
      </div>
      <div dir="ltr"><br>
        On Jun 8, 2019, at 3:58 PM, Dru Crawley <<a
          href="mailto:dbcrawley@gmail.com" moz-do-not-send="true">dbcrawley@gmail.com</a>>
        wrote:<br>
        <br>
      </div>
      <blockquote type="cite">
        <div dir="ltr">
          <div dir="auto">1 percent of 8760 = 87.6</div>
          <br>
          <div class="gmail_quote">
            <div dir="ltr" class="gmail_attr">On Sat, Jun 8, 2019, 6:03
              PM Chris Yates via Bldg-sim <<a
                href="mailto:bldg-sim@lists.onebuilding.org"
                moz-do-not-send="true">bldg-sim@lists.onebuilding.org</a>>
              wrote:<br>
            </div>
            <blockquote class="gmail_quote">
              <p dir="ltr">Thanks Joe. This is fascinating. </p>
              <p dir="ltr">My understanding of the percentiles 0.4, 1.0,
                99 & 99.6% design data was that they covered
                everything except the coldest or hottest 35 or 87.6
                hours in a typical year. I need to double check my
                understanding. All I know is that it seems to work the
                opposite way around if I use Excel's PERCENTILE.INC
                function! </p>
              <p dir="ltr">Was the translation of the 1% to 0.4% based
                on the former being two seasons?</p>
              <div class="gmail_quote">On 7 Jun 2019 21:20, "Michael J
                Witte via Bldg-sim" <<a
                  href="mailto:bldg-sim@lists.onebuilding.org"
                  target="_blank" rel="noreferrer"
                  moz-do-not-send="true">bldg-sim@lists.onebuilding.org</a>>
                wrote:<br type="attribution">
                <blockquote class="gmail_quote">
                  <div> Thanks Joe - I was hoping someone would chime in
                    with more authority. And a fascinating personal
                    history - who knew?<br>
                    <br>
                    <div>On 6/7/2019 2:36 PM, Joe Huang via Bldg-sim
                      wrote:<br>
                    </div>
                    <blockquote type="cite"> As the current chair of TC
                      4.2 Climatic Information, I feel obligated to
                      reply :-)
                      <div>
                        <p>While I admire Chris' and your enthusiasm, I
                          am pretty certain that the design temperatures
                          in the ASHRAE Handbook grew out of the needs
                          of the HVAC engineers going back at least to
                          the 1940's for cooling, and even much earlier
                          for heating.  I'm hoping that Jeff  Haberl can
                          clarify the situation and have cc'd him on
                          this e-mail to get his attention. I've also
                          cc'd the TC4.2 Group in case others remember
                          more clearly the history of ASHRAE design
                          temperatures. If I were a betting man, I would
                          wager the HOF design temperatures came out of
                          either the industry (Carrier ?) or engineers
                          within the predecessor societies AHVE, ASHE
                          that merged in 1959 to form ASHRAE, and that
                          the  Air Force adopted it in their
                          publication, rather than the other way around.
                          As Michael had pointed out, the AF publication
                          states that the design temperatures were
                          "intended to support design and construction
                          of DOD facilities", with no mention of use in
                          military aviation.  <br>
                        </p>
                        <p>It's funny how this almost off-the-cuff
                          decision had endured and got embellished to
                          make it seem more hefty.  For example, in the
                          1960's engineers got concerned about dynamic
                          effects and so added on hourly profiles for
                          temperature, solar, wind, etc., to create an
                          artificial design day, and in the 1990's to
                          accommodate climates with different seasons
                          (or no seasons!) the criteria was switched
                          from  a seasonal 1% to an annual 0.4%.  Why
                          0.4% ?  Simply because the temperatures would
                          match the previous 1% seasonal  (I was in TC
                          4.2 at the time and recalled those
                          discussions).   The evolution of ASHRAE Design
                          Conditions would seem also to make an
                          interesting and informative paper.</p>
                        <p>As far as meteorology having an impact on
                          military operations, I can describe an old
                          family story.  My father, <a
href="https://www.gettyimages.co.uk/photos/irving-p.-krick-dr.-hsia-chien-huang?sort=mostpopular&mediatype=photography&phrase=irving%20p.%20krick%20dr.%20hsia%20chien%20huang&license=rf,rm&page=1&recency=anydate&suppressfamilycorrection=true"
                            target="_blank" rel="noreferrer"
                            moz-do-not-send="true">Dr. Hsia-Chien Huang</a>,
                          was the Chief Meteorologist of China during
                          World War Two.  He received his Ph.D. at
                          Caltech in the late 1930's studying with <a
                            href="https://en.wikipedia.org/wiki/Irving_P._Krick"
                            target="_blank" rel="noreferrer"
                            moz-do-not-send="true">Dr. Irving Krick</a>.
                          Dr. Krick was hired by General Eisenhower to
                          forecast the weather for the Normandy
                          Invasion. The details are in the web page so I
                          won't describe them here, only to say that I
                          grew up hearing that Dr. Krick predicted the
                          weather for the invasion and that someone in
                          the UK actually produced a play about this
                          incident. Since Dr. Krick sponsored my family
                          to the US in 1955, I can say that the only
                          reason I'm in the US is due to meteorology!  
                          For the oldtimers in TC 4.2, can you guess who
                          picked up my family when we arrived in Denver
                          64 years ago?  Loren Crow,  who was then
                          working for Dr. Krick, as did my father
                          afterwards.  Loren was very involved in TC 4.2
                          up until the early 1990s, having created the
                          original WYEC files and the CTZ files for
                          California.  Gee, maybe all these deep
                          personal connections to meteorology might
                          explain my late life pre-occupation with
                          weather data!<br>
                        </p>
                        <p>Joe<br>
                        </p>
                        <div>On 6/7/2019 7:05 AM, Michael J Witte via
                          Bldg-sim wrote:<br>
                        </div>
                        <blockquote type="cite"> Chris - Sure, go right
                          ahead and write a joint article for CIBSE and
                          ASHRAE.<br>
                          <br>
                          I know ASHRAE is working on interviewing those
                          with a long-time perspective (old-timers) to
                          document early ASHRAE work.<br>
                          Jeff H - anything related to weather data
                          happening in the history effort? Maybe some
                          members of the weather data TC would
                          contribute.<br>
                          <br>
                          Linda - Does the forward of Engineering
                          Weather Data have any mention of the
                          motivation for that data? Is that where the
                          concept of using 99% etc. was first used?<br>
                          <br>
                          Anyone out there have a copy of the Fluor
                          Products publication? It was cited as the
                          source of the US design data in the 1972 HOF.<br>
                          Evaluated Weather Data For Cooling Equipment
                          Design, Addendum No. 1, Summer and Winter Data
                          (Fluor Products Company, Santa Rosa, Calif.,
                          1964).<br>
                          <br>
                          <div>On 6/6/2019 8:30 AM, Linda Lawrie wrote:<br>
                          </div>
                          <blockquote type="cite"> I have a copy of the
                            Engineering Weather Data document (1978
                            version).  (Thanks, Bob H).  <br>
                            <br>
                            And many other historical "weather data"
                            documents though not sure how many discuss
                            heating/cooling design data.<br>
                            <br>
                            Linda<br>
                            <br>
                            At 04:32 AM 6/6/2019, Chris Yates via
                            Bldg-sim wrote:<br>
                            <br>
                            <blockquote type="cite">Wow. You know what
                              Michael. I think you have the makings of
                              an ASHRAE journal atricle! I want to do
                              something similar for CIBSE. I'd love to
                              use your findings. <br>
                              On 5 Jun 2019 23:21, "Michael J Witte via
                              Bldg-sim" <<a
                                href="mailto:bldg-sim@lists.onebuilding.org"
                                target="_blank" rel="noreferrer"
                                moz-do-not-send="true">
                                bldg-sim@lists.onebuilding.org</a>>
                              wrote:<br>
                              <dl>
                                <dd>I haven't seen a reply yet to this,
                                  so here goes . . .<br>
                                  <br>
                                </dd>
                                <dd>The oldest ASHRAE handbook on my
                                  shelf is a 1972 HOF (thanks Bob H.!).
                                  Chapter 33 is Weather Data and Design
                                  Conditions. The reference list
                                  includes these two primary sources:<br>
                                  <br>
                                </dd>
                                <dd>Evaluated Weather Data For Cooling
                                  Equipment Design, Addendum No. 1,
                                  Summer and Winter Data (Fluor Products
                                  Company, Santa Rosa, Calif., 1964).<br>
                                </dd>
                                <dd>and<br>
                                </dd>
                                <dd>Engineering Weather Data (Army,
                                  Navy, and Air Force Manual TM 5-785,
                                  1963).<br>
                                  <br>
                                </dd>
                                <dd>You can buy a copy of the 1958
                                  edition of Evaluated Weather Data on
                                  amazon<br>
                                </dd>
                                <dd> <a
href="https://www.amazon.com/Evaluated-Weather-Cooling-Equipment-Design/dp/B000HDSNFY"
                                    target="_blank" rel="noreferrer"
                                    moz-do-not-send="true">
https://www.amazon.com/Evaluated-Weather-Cooling-Equipment-Design/dp/B000HDSNFY</a>
                                  <br>
                                  <br>
                                </dd>
                                <dd>I bet someone out there has a copy
                                  of the Engineering Weather Data manual
                                  on a shelf. Some quick searching leads
                                  to this later online version.<br>
                                </dd>
                                <dd> <a
href="http://web.utk.edu/~archinfo/EcoDesign/escurriculum/weather_data/weather_data_summ.html"
                                    target="_blank" rel="noreferrer"
                                    moz-do-not-send="true">
http://web.utk.edu/~archinfo/EcoDesign/escurriculum/weather_data/weather_data_summ.html</a>
                                  <br>
                                </dd>
                                <dd>which says:<br>
                                  <br>
                                </dd>
                                <dd>"The Engineering Weather Data (EWD)
                                  and other products were developed by
                                  the Air Force Combat Climatology
                                  Center (AFCCC). Data is provided for
                                  approximately 800 stations worldwide.
                                  Intended to support design and
                                  construction of DOD facilities, the
                                  format is slanted toward professional
                                  engineers, but could have numerous
                                  other uses. "<br>
                                  <br>
                                </dd>
                                <dd>Searching AFCCC leads here to a
                                  fascinating history.<br>
                                </dd>
                                <dd><a
                                    href="https://www.airweaassn.org/Library/afwa/history.html"
                                    target="_blank" rel="noreferrer"
                                    moz-do-not-send="true">
                                    https://www.airweaassn.org/Library/afwa/history.html</a><br>
                                  <br>
                                </dd>
                                <dd>"The mission of AFCCC is one of
                                  military applied climatology. We
                                  collect, maintain, and apply worldwide
                                  weather data, creating climatological
                                  products to strengthen the combat
                                  capability of America's warfighters.
                                  AFCCC's support to America's
                                  warfighters has a long history."<br>
                                  <br>
                                </dd>
                                <dd>And a fitting excerpt on the 75th
                                  anniversary of D-Day:<br>
                                  <br>
                                </dd>
                                <dd>"There was probably no WWII
                                  operation, major or minor, that did
                                  not include climatological input. The
                                  planning for every landing, mission,
                                  and offensive, including the D-Day
                                  invasion in 1944 and the atomic
                                  bombing of Japan, required extensive
                                  climatological preparation and
                                  analyses."<br>
                                  <br>
                                </dd>
                                <dd>So, Chris, your impression appears
                                  correct. Weather data statistics were
                                  motivated by military requirements
                                  (for better or worse), and marketing
                                  cooling equipment.<br>
                                  <br>
                                </dd>
                                <dd>Mike<br>
                                  <br>
                                </dd>
                                <dd>p.s. The pages from the 1972 HOF are
                                  included in a digitized NBSLD manual
                                  (one of the great mother programs of
                                  building simulation), pdf p. 287ff.<br>
                                </dd>
                                <dd> <a
href="https://www.govinfo.gov/content/pkg/GOVPUB-C13-9bcc6856169c63cf2c5ab81af189bd75/pdf/GOVPUB-C13-9bcc6856169c63cf2c5ab81af189bd75.pdf"
                                    target="_blank" rel="noreferrer"
                                    moz-do-not-send="true">
https://www.govinfo.gov/content/pkg/GOVPUB-C13-9bcc6856169c63cf2c5ab81af189bd75/pdf/GOVPUB-C13-9bcc6856169c63cf2c5ab81af189bd75.pdf</a>
                                  <br>
                                  <br>
                                  <br>
                                  <br>
                                </dd>
                                <dd>On 5/20/2019 4:16 AM, Chris Yates
                                  via Bldg-sim wrote:<br>
                                  <blockquote type="cite"> <dd>Hi All <br>
                                      <br>
                                    </dd>
                                    <dd>Does anybody have any
                                      interesting background on the
                                      sources of (and motivations for
                                      calculating) the outdoor design
                                      conditions now available in ASHRAE
                                      HOF?<br>
                                      <br>
                                    </dd>
                                    <dd>My impression is that it was
                                      possibly derived for the purposes
                                      of keeping B52's and allied
                                      v-bombers ready for action at a
                                      moment's notice.<br>
                                      <br>
                                    </dd>
                                    <dd>Cheers<br>
                                      <br>
                                    </dd>
                                    <dd>Chris<br>
                                      <br>
                                      <br>
                                    </dd>
                                    <dd>
                                      <pre>_______________________________________________

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                                  </blockquote>
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                          <pre>_______________________________________________
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