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    <p>Chirstopher,</p>
    <p>I hope you're aware that the wind direction in the DOE-2 files
      are from 0 to 16, while those in the standard weather reports and 
      *.wy3 and *.epw formats are in degrees 0-360.</p>
    <p>Joe<br>
    </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 1/12/2018 7:06 AM, Jones,
      Christopher wrote:<br>
    </div>
    <blockquote type="cite"
      cite="mid:4fbe22d8fac140148107d7b1580db620@wsp.com">
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      <meta name="Generator" content="Microsoft Word 15 (filtered
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        <p class="MsoNormal"><span>Joe,</span></p>
        <p class="MsoNormal"><span>Your question is valid. When I look
            at the .wy3 file, there are a number of rain and snow
            entries. I am not sure how the DOE2 weather processor sorts
            these out to arrive at one rain flag and one snow flag. </span></p>
        <p class="MsoNormal"><span> </span></p>
        <p class="MsoNormal"><span>Note, I had to rearrange the .wy3
            file to align the columns so the DOE2 weather processor
            recognized the fields. I was successful for all fields
            except the wind direction. I am not sure where I am going
            wrong but I can see the wind direction in the .wy3 file and
            it matches the .epw file values.
          </span></p>
        <p class="MsoNormal"><span> </span></p>
        <p class="MsoNormal"><span> </span></p>
        <p class="MsoNormal"><span> </span></p>
        <div>
          <p class="MsoNormal"><b><span> </span></b></p>
          <p class="MsoNormal"><b><span lang="EN-GB">Christopher R.
                Jones</span></b><span lang="EN-GB">, P.Eng.</span></p>
          <p class="MsoNormal"><span lang="EN-GB">Technical Specialist</span></p>
          <p class="MsoNormal"><span lang="EN-GB">Sustainability &
              Energy</span></p>
          <p class="MsoNormal"><span> </span></p>
          <p class="MsoNormal"><span><img id="_x0000_i1036"
                src="cid:part1.63932050.EA9042B4@whiteboxtechnologies.com"
                class="" height="37" width="78"></span><span></span></p>
          <p class="MsoNormal"><span>T +1 416-644-0252</span></p>
          <p class="MsoNormal"><span> </span></p>
          <p class="MsoNormal"><span>2300 Yonge Street, Suite 2300</span></p>
          <p class="MsoNormal"><span>Toronto, ON M4P 1E4 Canada</span><span
              lang="EN-GB"><br>
              <br>
            </span><span></span></p>
          <p class="MsoNormal"><span><a moz-do-not-send="true"><span>wsp.com</span></a></span></p>
          <p class="MsoNormal"><u><span lang="EN-CA"><span> </span></span></u></p>
          <p class="MsoNormal"><b><span> </span></b></p>
          <p class="MsoNormal"><i><span>Please consider the environment
                before printing...</span></i></p>
          <p class="MsoNormal"><span lang="EN-CA"> </span></p>
        </div>
        <p class="MsoNormal"><span> </span></p>
        <div>
          <div>
            <p class="MsoNormal"><b><span>From:</span></b><span> Joe
                Huang [<a class="moz-txt-link-freetext" href="mailto:yjhuang@whiteboxtechnologies.com">mailto:yjhuang@whiteboxtechnologies.com</a>]
                <br>
                <b>Sent:</b> Thursday, January 11, 2018 9:51 PM<br>
                <b>To:</b> Jones, Christopher
                <a class="moz-txt-link-rfc2396E" href="mailto:Christopher.r.Jones@wsp.com"><Christopher.r.Jones@wsp.com></a>; Brian Fountain
                <a class="moz-txt-link-rfc2396E" href="mailto:bfountain@greensim.com"><bfountain@greensim.com></a><br>
                <b>Cc:</b> <a class="moz-txt-link-abbreviated" href="mailto:equest-users@onebuilding.org">equest-users@onebuilding.org</a><br>
                <b>Subject:</b> Re: [Equest-users] New CWEC files and
                snow/rain flags - update</span></p>
          </div>
        </div>
        <p class="MsoNormal"> </p>
        <p>Christopher,</p>
        <p>This is very interesting information for several reasons: </p>
        <p>(1) the snow and rain flags are not part of the raw data
          stream from the weather stations, so I've assumed they have to
          be extracted from the Present Weather reports,
        </p>
        <p>(2) the wy3 is a derived weather file format developed for
          ASHRAE back in the late 1990s so old that Env Canada might be
          the only place still using it; I'm not aware that the wy3
          contains the snow/rain flags but they must have been put there
          by Env. Canada, and I would be very interested to see how
          these flags correlate to what I can get from the Present
          Weather data in the raw weather files.</p>
        <p>In the little bit of time I've spent looking into this issue
          over the past week, I was unsure which of the PW codes should
          be used for the Snow/Rain flags.  Take a look at the attached
          table of Present Weather Observation Codes currently used in
          weather station reports, i.e., METAR.  Should we use all the
          7's as ISNOW, although 74 - 76 refers to "Ice Pellets", and
          what about 85 - 87 referring to "Snow showers or intermittent
          rain"?  Similarly, we can use all the 6's as IRAIN, but what
          about  24 (Rain), 25 (Freezing Drizzle), etc.?   That's why
          I'm very interested to see what Env. Canada did.</p>
        <p>(I'm also adding BLDG-SIM back to this post because the same
          issue has been in discussions there, too.</p>
        <p>Joe</p>
        <pre>Joe Huang</pre>
        <pre>White Box Technologies, Inc.</pre>
        <pre>346 Rheem Blvd., Suite 205A</pre>
        <pre>Moraga CA 94556</pre>
        <pre><a href="mailto:yjhuang@whiteboxtechnologies.com" moz-do-not-send="true">yjhuang@whiteboxtechnologies.com</a></pre>
        <pre><a href="http://weather.whiteboxtechnologies.com" moz-do-not-send="true">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data</pre>
        <pre>(o) (925)388-0265</pre>
        <pre>(c) (510)928-2683</pre>
        <pre>"building energy simulations at your fingertips"</pre>
        <div>
          <p class="MsoNormal">On 1/11/2018 10:57 AM, Jones, Christopher
            wrote:</p>
        </div>
        <blockquote>
          <div>
            <p class="MsoNormal">The Environment Canada website has the
              latest version of the CWEC files - .epw and raw, .wy3
              format. The .epw file does not include the snow rain flags
              but the raw data .wy3 file does. I converted the .wy3 file
              to .bin using the DOE2 weather processor and voila, the
              snow and rain flags are included in the .bin file. Now, I
              only converted 1 file as a test but it is encouraging.
            </p>
            <p class="MsoNormal"> </p>
            <p class="MsoNormal"> </p>
            <p class="MsoNormal"> </p>
            <div>
              <p class="MsoNormal"><b> </b></p>
              <p class="MsoNormal"><b><span lang="EN-GB">Christopher R.
                    Jones</span></b><span lang="EN-GB">, P.Eng.</span></p>
              <p class="MsoNormal"><span lang="EN-GB">Technical
                  Specialist</span></p>
              <p class="MsoNormal"><span lang="EN-GB">Sustainability
                  & Energy</span></p>
              <p class="MsoNormal"> </p>
              <p class="MsoNormal"><img id="_x0000_i1025"
                  src="cid:part1.63932050.EA9042B4@whiteboxtechnologies.com"
                  class="" height="37" width="78"></p>
              <p class="MsoNormal">T +1 416-644-0252</p>
              <p class="MsoNormal"> </p>
              <p class="MsoNormal">2300 Yonge Street, Suite 2300</p>
              <p class="MsoNormal">Toronto, ON M4P 1E4 Canada</p>
              <p class="MsoNormal">wsp.com</p>
              <p class="MsoNormal"><u><span lang="EN-CA"> </span></u></p>
              <p class="MsoNormal"><b> </b></p>
              <p class="MsoNormal"><i>Please consider the environment
                  before printing...</i></p>
              <p class="MsoNormal"><span lang="EN-CA"> </span></p>
            </div>
            <p class="MsoNormal"> </p>
            <div>
              <div>
                <p class="MsoNormal"><b>From:</b> Joe Huang [<a
                    href="mailto:yjhuang@whiteboxtechnologies.com"
                    moz-do-not-send="true">mailto:yjhuang@whiteboxtechnologies.com</a>]
                  <br>
                  <b>Sent:</b> Tuesday, January 09, 2018 4:50 PM<br>
                  <b>To:</b> Brian Fountain <a
                    href="mailto:bfountain@greensim.com"
                    moz-do-not-send="true"><bfountain@greensim.com></a>;
                  Jones, Christopher
                  <a href="mailto:Christopher.r.Jones@wsp.com"
                    moz-do-not-send="true"><Christopher.r.Jones@wsp.com></a><br>
                  <b>Subject:</b> Re: [Bldg-sim] [EnergyPlus_Support]
                  RE: [Equest-users] White Box Technologies brings
                  simulation weather data to the satellite age</p>
              </div>
            </div>
            <p class="MsoNormal"> </p>
            <p>Hmm, the Canadian contingent on the bulletin boards are
              voicing their needs in weather data :-)    This reminds me
              of the one trip I took to Calgary in December 20+ years
              ago and seeing the parking lots had electrical outlets at
              each spot so that car engines would not freeze up.  I was
              duly impressed.</p>
            <p>Back to the snow flag on weather files, isn't the
              condition of most relevance whether there's snow cover,
              rather than whether it's snowing?  Unfortunately, the
              weather station raw data do not report this, which could
              vary quite a bit depending on the ground surface anyway.  
              There ARE fields for solid precipitation similar to those
              for liquid precipitation.  I've never looked carefully at
              these, but they might give the amount of snow fall over
              the past so many hours, which would  be an improvement
              over the Present Weather that just tells whether or not
              there is snowfall that hour.  One might be able to
              calculate snow cover based on the amount of snow fall,
              solar radiation, and temperature.  It's quite likely that
              some meteorologist or physicist with time on his/her hands
              might  have already done that in Canada.  If you know of
              any such work, let me know.
            </p>
            <p>Just based on what I've read so far, I'm going to start
              putting in the IRAIN and ISNOW flags into the DOE-2 *.binm
              files.</p>
            <p>Joe</p>
            <pre>Joe Huang</pre>
            <pre>White Box Technologies, Inc.</pre>
            <pre>346 Rheem Blvd., Suite 205A</pre>
            <pre>Moraga CA 94556</pre>
            <pre><a href="mailto:yjhuang@whiteboxtechnologies.com" moz-do-not-send="true">yjhuang@whiteboxtechnologies.com</a></pre>
            <pre><a href="http://weather.whiteboxtechnologies.com" moz-do-not-send="true">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data</pre>
            <pre>(o) (925)388-0265</pre>
            <pre>(c) (510)928-2683</pre>
            <pre>"building energy simulations at your fingertips"</pre>
            <div>
              <p class="MsoNormal">On 1/8/2018 4:35 PM, Brian Fountain
                wrote:</p>
            </div>
            <blockquote>
              <p class="MsoNormal">As Chris suggested, they aren't used
                directly in the sim ... but we use them to create custom
                schedules for snow melting loads.</p>
              <div>
                <p class="MsoNormal">On 08/01/2018 6:44 PM, Joe Huang
                  via Bldg-sim wrote:</p>
              </div>
              <blockquote>
                <p>The rain and snow flags are still available in the
                  raw weather station data, but haven't been included in
                  the processed weather files since the 1990's because 
                  everyone in this hemisphere at least have adopted the
                  TMY2/TMY3 formats, in content  if not the literal file
                  format, developed by NREL, which does not include
                  these two flags. I was also under the impression that
                  none of the simulation programs, such as DOE-2, do not
                  use these two flags anyway.   If these flags are of
                  use, it would make sense to include them, which would
                  not require a change in the DOE-2 *.BINM format, but
                  would require a change to the EnergyPlus *.epw format.</p>
                <p>Joe</p>
                <pre>Joe Huang</pre>
                <pre>White Box Technologies, Inc.</pre>
                <pre>346 Rheem Blvd., Suite 205A</pre>
                <pre>Moraga CA 94556</pre>
                <pre><a href="mailto:yjhuang@whiteboxtechnologies.com" moz-do-not-send="true">yjhuang@whiteboxtechnologies.com</a></pre>
                <pre><a href="http://weather.whiteboxtechnologies.com" moz-do-not-send="true">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data</pre>
                <pre>(o) (925)388-0265</pre>
                <pre>(c) (510)928-2683</pre>
                <pre>"building energy simulations at your fingertips"</pre>
                <div>
                  <p class="MsoNormal">On 1/8/2018 12:15 PM, 'Jones,
                    Christopher'
                    <a href="mailto:christopher.r.jones@wsp.com"
                      moz-do-not-send="true">christopher.r.jones@wsp.com</a>
                    [EnergyPlus_Support] wrote:</p>
                </div>
                <blockquote>
                  <p class="MsoNormal"> 
                  </p>
                  <div id="ygrp-mlmsg">
                    <div id="ygrp-msg">
                      <div id="ygrp-text">
                        <div>
                          <p class="MsoNormal">I have a question – what
                            happened to the rain and snow flags that
                            were in the old CWEC file but are missing in
                            the latest versions. Many snow melting
                            systems have a snow/rain sensor in the slab
                            used to trigger the system on. </p>
                          <p class="MsoNormal"> </p>
                          <div>
                            <p class="MsoNormal"><b> </b></p>
                            <p class="MsoNormal"><b><span lang="EN-GB">Christopher
                                  R. Jones</span></b><span lang="EN-GB">,
                                P.Eng.</span></p>
                            <p class="MsoNormal"><span lang="EN-GB">Technical
                                Specialist</span></p>
                            <p class="MsoNormal"><span lang="EN-GB">Sustainability
                                & Energy</span></p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal"><img
                                id="Picture_x0020_15"
                                src="cid:part1.63932050.EA9042B4@whiteboxtechnologies.com"
                                class="" height="37" width="78"></p>
                            <p class="MsoNormal">T +1 416-644-0252</p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal">2300 Yonge Street,
                              Suite 2300</p>
                            <p class="MsoNormal">Toronto, ON M4P 1E4
                              Canada<span lang="EN-GB"><br>
                                <br>
                              </span></p>
                            <p class="MsoNormal">wsp.com</p>
                            <p class="MsoNormal"><span lang="EN-CA"> </span></p>
                            <p class="MsoNormal"><b> </b></p>
                            <p class="MsoNormal"><i>Please consider the
                                environment before printing...</i></p>
                            <p class="MsoNormal"><span lang="EN-CA"> </span></p>
                          </div>
                          <p class="MsoNormal"> </p>
                          <div>
                            <div>
                              <p class="MsoNormal"><b>From:</b>
                                Equest-users [<a
                                  href="mailto:equest-users-bounces@lists.onebuilding.org"
                                  moz-do-not-send="true">mailto:equest-users-bounces@lists.onebuilding.org</a>]
                                <b>On Behalf Of </b>Joe Huang via
                                Equest-users<br>
                                <b>Sent:</b> Tuesday, January 02, 2018
                                10:15 PM<br>
                                <b>To:</b> Nicholas Caton <a
                                  href="mailto:Nicholas.Caton@schneider-electric.com"
                                  moz-do-not-send="true">
<Nicholas.Caton@schneider-electric.com></a>; BLDG-SIM <a
                                  href="mailto:bldg-sim@lists.onebuilding.org"
                                  moz-do-not-send="true">
                                  <bldg-sim@lists.onebuilding.org></a>;
                                EnergyPlus_Support <a
                                  href="mailto:EnergyPlus_Support@yahoogroups.com"
                                  moz-do-not-send="true">
<EnergyPlus_Support@yahoogroups.com></a>; <a
                                  href="mailto:equest-users@onebuilding.org"
                                  moz-do-not-send="true">
                                  equest-users@onebuilding.org</a><br>
                                <b>Cc:</b> Jim Dirkes <a
                                  href="mailto:jim@buildingperformanceteam.com"
                                  moz-do-not-send="true"><jim@buildingperformanceteam.com></a><br>
                                <b>Subject:</b> Re: [Equest-users] White
                                Box Technologies brings simulation
                                weather data to the satellite age</p>
                            </div>
                          </div>
                          <p class="MsoNormal"> </p>
                          <p>Nick,</p>
                          <p>This is an interesting topic that has
                            evolved in an unexpected way.  Now that NREL
                            has mastered the technology of
                            satellite-derived solar radiation, they have
                            regarded weather station data as an
                            impediment, since there's no way to get such
                            measured data to match the 5-kilometer grid
                            of the satellite-derived solar.  Therefore,
                            they have abandoned the weather station data
                            (which was was used in all the TMYs to date)
                            and gone instead to Reanalysis Data from
                            NOAA's MERRA, which is running a climate
                            forecasting model in retrospective mode. I
                            don't have time now to discuss reanalysis,
                            except to say that from what I've seen the
                            results are decidedly "iffy".  Almost two
                            years ago, I managed to get a Work Statement
                            through ASHRAE  for someone to take a good
                            look at reanalysis data.</p>
                          <p>So, what does this mean for your
                            question?   NREL's National Solar Radiation
                            Data Base (NSRDB) can now get you the hourly
                            time series or a TMY for more than a million
                            grid points over the US, all with
                            satellite-derived solar radiation but  MERRA
                            results for the other climate parameters. 
                            I've told NREL several years ago that for
                            the building simulation industry it would be
                            much better to merge the  satellite-derived
                            solar with actual station data that give
                            good accurate coverage of urban areas where
                            buildings are located. NREL's response was
                            that they'd be happy to do this, but someone
                            has to pay them for the work.
                          </p>
                          <p>In response to your hypothesis below, I
                            think you're being too disparaging of the
                            previous modeling efforts while raising too
                            high your expectations of satellite solar. 
                            It's not that the previous models failed to
                            account for local climate conditions, but
                            that they lacked good data to drive them. 
                            For example, all models included terms for
                            cloud cover and clearness, or for the more
                            detailed physical models arcane parameters
                            like aerosol optical depth, preciptable
                            moisture, etc.,  but how available are the
                            input data and how reliable are they?  The
                            advantages of satellite-derived solar are
                            that they provide a comprehensive and
                            objective view of the cloud conditions,
                            which combined with satellite measurements
                            of the atmospheric conditions and  improved
                            modeling, results in  accuracies that
                            previous modeling efforts can not attain. 
                            As far as discerning localized effects of
                            smog and dust in urban areas, that would
                            still depend on whether there's sufficient
                            monitoring at that spatial and time scale to
                            detect the differences.   What I mean is
                            that it's one thing to observe that in
                            general urban locations have more smog and
                            particulates than rural locations, but it's
                            something else to quantify the resultant
                            differences in solar radiation over time and
                            distance.</p>
                          <p>I'd like to take the opportunity here to
                            step back and comment on the status of
                            weather data for the building energy
                            community, My interactions with NREL has
                            brought the realization that we have been
                            piggy-backing on the efforts of others
                            outside our community for our weather data. 
                            I don't intend to pick on the NREL Solar
                            Program, several of whom I consider friends
                            and colleagues, but their target client is
                            the solar power industry.  Since solar power
                            arrays can be installed anywhere, preferably
                            in rural uninhabited locations, it makes
                            sense to go to satellite-derived solar. 
                            It's also clear that to serve that industry,
                            NREL would focus its efforts on getting the
                            best solar values, while all the other
                            climatic parameters, like temperature,
                            humidity, wind speed, etc., are secondary,
                            which may be why getting them from MERRA is
                            a satisfactory choice.  The focus on solar
                            is also evident in the weighting used by
                            NREL to develop the TMYs, with 50% weight
                            placed on the 2 solar and 50% on the
                            remaining 8 non-solar parameters.
                          </p>
                          <p>For the building energy community, or
                            priorities are somewhat different. Since 99%
                            of buildings are located in urban locations,
                            we should focus much more on climate in
                            urban areas.  Luckily, that's also where the
                            great majority of existing weather are
                            located, which is why I'm resistant to
                            throwing out measured weather data and
                            replacing them with synthetic data, no
                            matter how much they've been "seeded" with
                            real data. As for the weighting of climate
                            parameters in selecting the typical months, 
                            why not use building energy simulations and
                            weight them by the distribution of heating
                            and cooling loads?
                          </p>
                          <p>Joe</p>
                          <pre>Joe Huang</pre>
                          <pre>White Box Technologies, Inc.</pre>
                          <pre>346 Rheem Blvd., Suite 205A</pre>
                          <pre>Moraga CA 94556</pre>
                          <pre><a href="mailto:yjhuang@whiteboxtechnologies.com" moz-do-not-send="true">yjhuang@whiteboxtechnologies.com</a></pre>
                          <pre><a href="http://weather.whiteboxtechnologies.com" moz-do-not-send="true">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data</pre>
                          <pre>(o) (925)388-0265</pre>
                          <pre>(c) (510)928-2683</pre>
                          <pre>"building energy simulations at your fingertips"</pre>
                          <div>
                            <p class="MsoNormal">On 1/2/2018 9:30 AM,
                              Nicholas Caton wrote:</p>
                          </div>
                          <blockquote>
                            <p class="MsoNormal">Hi Joe,</p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal">From your perspective,
                              are NREL or any other
                              government/professional bodies making
                              moves/indications to update/refresh the
                              current TMY3 sets to utilize
                              satellite-derived solar radiation?  Seems
                              like a no-brainer for our industry, but is
                              there a counter-argument?  It seems
                              likely, but has there been rigorous
                              comparisons of satellite-derived solar
                              radiation against measured values and/or
                              our “present-day” solar models used to
                              derive solar radiation information for
                              building energy simulation?</p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal">Also, I’m trying to
                              understand and correctly characterize the
                              impact of this development in simple terms
                              my brain can follow.  Is it fair to say:
                            </p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal">The solar models used
                              in developing weather files for building
                              energy simulations to-date in our industry
                              (including all/most industry-standard TMY
                              weather sets), because they have been
                              using solar radiation derived from
                              (evolving) solar models, have <u>not</u>
                              accounted for the likes of local climate
                              cloud cover / smog / dust?  Seattle
                              (~47°N) has perhaps been seeing as much
                              sunlight through the winter as Paris
                              (~48°N)?</p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal">Does satellite-derived
                              solar radiation address some or all of
                              these local climate issues (cloud cover,
                              smog, dust) affecting direct/indirect
                              solar radiation?
                            </p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal">Thanks sincerely for
                              all your teaching Joe,</p>
                            <p class="MsoNormal"> </p>
                            <p class="MsoNormal">~Nick</p>
                            <p class="MsoNormal"> </p>
                            <div>
                              <p class="MsoNormal"><img
                                  id="Picture_x0020_1"
                                  src="cid:part23.DC322165.DEF0736E@whiteboxtechnologies.com"
                                  class="" height="9" width="726"></p>
                              <p class="MsoNormal"><b>Nick Caton, P.E.,
                                  BEMP</b></p>
                              <table class="MsoNormalTable" width="0">
                                <tbody>
                                  <tr>
                                    <td width="233">
                                      <p class="MsoNormal">  Senior
                                        Energy Engineer<br>
                                          Regional Energy Engineering
                                        Manager</p>
                                      <p class="MsoNormal">  Energy and
                                        Sustainability Services<br>
                                          Schneider Electric</p>
                                    </td>
                                    <td width="293">
                                      <p class="MsoNormal">D  913.564.6361
                                        <br>
                                        M  785.410.3317 <br>
                                        F  913.564.6380<br>
                                        E  <a
                                          href="mailto:nicholas.caton@schneider-electric.com"
                                          moz-do-not-send="true">nicholas.caton@schneider-electric.com</a></p>
                                    </td>
                                    <td width="202">
                                      <p class="MsoNormal">15200 Santa
                                        Fe Trail Drive<br>
                                        Suite 204<br>
                                        Lenexa, KS 66219<br>
                                        United States</p>
                                    </td>
                                  </tr>
                                  <tr>
                                    <td colspan="3" width="728">
                                      <p class="MsoNormal"><img
                                          id="_x0000_i1028"
                                          src="cid:part25.DE3D3B78.723C91E2@whiteboxtechnologies.com"
                                          class="" height="49"
                                          width="722"></p>
                                    </td>
                                  </tr>
                                </tbody>
                              </table>
                              <p class="MsoNormal"> </p>
                            </div>
                            <p class="MsoNormal"> </p>
                            <div>
                              <div>
                                <p class="MsoNormal"><b>From:</b>
                                  Equest-users [<a
                                    href="mailto:equest-users-bounces@lists.onebuilding.org"
                                    moz-do-not-send="true">mailto:equest-users-bounces@lists.onebuilding.org</a>]
                                  <b>On Behalf Of </b>Joe Huang via
                                  Equest-users<br>
                                  <b>Sent:</b> Thursday, December 14,
                                  2017 8:13 PM<br>
                                  <b>To:</b> BLDG-SIM <a
                                    href="mailto:bldg-sim@lists.onebuilding.org"
                                    moz-do-not-send="true"><bldg-sim@lists.onebuilding.org></a>;
                                  EnergyPlus_Support
                                  <a
                                    href="mailto:EnergyPlus_Support@yahoogroups.com"
                                    moz-do-not-send="true"><EnergyPlus_Support@yahoogroups.com></a>;
                                  <a
                                    href="mailto:equest-users@lists.onebuilding.org"
                                    moz-do-not-send="true">equest-users@lists.onebuilding.org</a><br>
                                  <b>Subject:</b> [Equest-users] White
                                  Box Technologies brings simulation
                                  weather data to the satellite age</p>
                              </div>
                            </div>
                            <p class="MsoNormal"> </p>
                            <p>It is with joy and some trepidation to
                              report that White Box Technologies (WBT)
                              is updating all its historical weather
                              files with satellite-derived solar
                              radiation. Joy because this overcomes what
                              has been the most significant question
                              mark with weather files; trepidation
                              because of the amount of work needed to
                              carry out and maintain this effort. To
                              show that this is more than marketing
                              hype, I need to give a rather long
                              explanation about this development.<br>
                              <br>
                              The bane of weather data over the past
                              three decades has been the solar radiation
                              (global horizontal and direct normal)
                              which are not measured parameters, but
                              derived using various solar and sky
                              models. All the familiar "typical year"
                              sets, i.e., TMY, WYEC, IWEC, etc., let
                              alone the historical weather files, have
                              modeled solar radiation. Although a lot of<br>
                              work has gone into such models (see M.
                              Iqbal,"An Introduction to Solar
                              Radiation", Academic Press, 1983), there
                              remain an almost intractible problem of
                              the lack of good measured solar to tune
                              any of these models. For example, in the
                              ASHRAE IWEC2 weather files, my team was
                              able to find one or two years' measured
                              data for less than 50 locations,<br>
                              from which were derived 28 sets of
                              regression coefficients then used for all
                              3,012 IWEC2 locations.<br>
                              <br>
                              For the past decade and a half,
                              researchers around the world have been
                              working to derive solar radiation from
                              weather satellite imagery, driven largely
                              by the needs of the solar power industry
                              for the siting of solar power plants and
                              getting "bankable" solar estimates for
                              their arrays. Our little building energy
                              simulation sector can of course benefit by
                              hanging on the coattails of the solar
                              power industry, but the downside has been
                              to be totally priced out, since the
                              commercial cost for one year's solar data
                              for one location (grid cell) typically
                              runs around $1,000.<br>
                              <br>
                              A welcome development over the last five
                              years is that various government offices
                              or affiliated consortia are now beginning
                              to also providing access to
                              satellite-derived solar radiation at
                              minimal or more acceptable costs under
                              various conditions. Over the past three
                              years, WBT has obtained access to such
                              data and permission for its use in WBT
                              weather files.<br>
                              WBT is now either replacing the solar
                              radiation on its historical weather files,
                              or using satellite-derived radiation to
                              develop custom solar coefficients for each
                              location to extend the satellite-derived
                              solar to time periods outside the
                              available time window. With the exception
                              of polar locations above or below 60/66
                              degrees, island nations in the Pacific and
                              Indian Ocean, and a few unfortunate "blind
                              spots", the entire land mass is being
                              covered with at least 10 years up to 18
                              years of hourly solar records.<br>
                              <br>
                              Starting in 2018, WBT historical weather
                              files in the following areas will all have
                              satellite-derived solar radiation for the
                              following time periods: Europe, Africa,
                              South America east of 66 West, i.e.,
                              Brazil and Uruguay (2004 to date),
                              Australia (1999 to date), and East Asia
                              (2007 to date, access pending). WBT
                              historical weather files in the following
                              areas will have satellite-derived solar
                              radiation for the indicated time periods -
                              North America and Central/South American
                              down to 20 South (1998-2015), South Asia
                              (2000-2014), with modeled solar radiation
                              from 2016 on that has been individually
                              tuned to the past satellite-derived solar.<br>
                              <br>
                              Another benefit to the satellite-derived
                              solar is to increases the number of
                              available weather stations, which in many
                              places has been limited by the lack of
                              cloud cover data needed to model the solar
                              radiation.  For reasons that are not
                              immediately identifiable, several
                              English-speaking Commonwealth countries
                              has seen a marked drop in the number of
                              available stations due to the decreases in
                              the reporting of cloud cover (see plot,
                              ZAF = South Africa). For example, the
                              number of stations in the UK has dropped
                              by almost 2/3s between 2001 and 2017 (174
                              to 64), but with satellite-derived solar,
                              it will go back up to over 180, while in
                              Australia and South Africa the comparable
                              numbers are from 175 to well over 500, and
                              from 37 to over 100, respectively.<br>
                              <img id="_x0000_i1029"
                                src="cid:part30.40434B7E.80E0399E@whiteboxtechnologies.com"
                                class="" height="337" width="625"><br>
                              If interested, customers who have
                              purchased a historical weather files from
                              WBT over the past five years can get an
                              updated weather file at no cost. Lastly,
                              although it will take at least a month to
                              update all 10,000 2017 files, it's very
                              quick to do for any specific location or
                              even 50 or so locations. Therefore, if you
                              have an urgent request please e-mail me
                              and I will put that at the beginning of
                              the queue for that day.</p>
                            <pre>-- </pre>
                            <pre>Joe Huang</pre>
                            <pre>White Box Technologies, Inc.</pre>
                            <pre>346 Rheem Blvd., Suite 205A</pre>
                            <pre>Moraga CA 94556</pre>
                            <pre><a href="mailto:yjhuang@whiteboxtechnologies.com" moz-do-not-send="true">yjhuang@whiteboxtechnologies.com</a></pre>
                            <pre><a href="http://weather.whiteboxtechnologies.com" moz-do-not-send="true">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data</pre>
                            <pre>(o) (925)388-0265</pre>
                            <pre>(c) (510)928-2683</pre>
                            <pre>"building energy simulations at your fingertips"</pre>
                          </blockquote>
                          <p class="MsoNormal"> </p>
                        </div>
                        <p class="MsoNormal"> </p>
                        <div>
                          <div class="MsoNormal">
                            <hr width="100%">
                          </div>
                        </div>
                        <p class="MsoNormal"><br>
                          <br>
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                          -LAEmHhHzdJzBlTWfa4Hgs7pbKl </p>
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                        <p class="MsoNormal">Posted by: "Jones,
                          Christopher"
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href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/conversations/messages/37879;_ylc=X3oDMTJxajJicWVxBF9TAzk3MzU5NzE0BGdycElkAzMzODc0ODgEZ3Jwc3BJZAMxNzA1MDA3Mzg5BG1zZ0lkAzM3ODc5BHNlYwNmdHIEc2xrA3JwbHkEc3RpbWUDMTUxNTQ0MjU2MQ--?act=reply&messageNum=37879"
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href="mailto:Christopher.r.Jones@wsp.com?subject=RE%3A%20%5BEquest-users%5D%20White%20Box%20Technologies%20brings%20simulation%20weather%20data%20to%20the%20satellite%20age"
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                          <p class="MsoNormal">Check out the automatic
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href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-"
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                              2 photo(s)</a> from this topic. <br>
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href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-"
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href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-"
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                  <pre><a href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-" target="_blank" moz-do-not-send="true"><span>_______________________________________________</span></a></pre>
                  <pre><a href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-" target="_blank" moz-do-not-send="true"><span>Bldg-sim mailing list</span></a></pre>
                  <pre><a href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-" target="_blank" moz-do-not-send="true"><span><u><span>http://lists.onebuilding.org/listinfo.cgi/bldg-sim-onebuilding.org</span></u></span></a></pre>
                  <pre><a href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-" target="_blank" moz-do-not-send="true"><span>To unsubscribe from this mailing list send  a blank message to <u><span>BLDG-SIM-UNSUBSCRIBE@ONEBUILDING.ORG</span></u></span></a></pre>
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href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-"
                    target="_blank" moz-do-not-send="true"><span> </span></a></p>
              </blockquote>
              <p class="MsoNormal"><a
href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-"
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href="https://groups.yahoo.com/neo/groups/EnergyPlus_Support/photos/photomatic/788930472;_ylc=X3oDMTE4M3R1OW82BF9TAzk3MzU5NzE0BGNmOQNQSE9UT01BVElDBHNlYwNtZWdhcGhvbmU-"
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