Proposal For Customer Information Workshop



The file 'AEIDATA.DOC' is a Word 6.0 file.  If you can't decode it, please
let me know and I will send you a fax.

-- Michael Parti, AEI

voice: 619-755-1266
fax:   619-455-1511
email: parti@inetworld.net
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{\title For Each Data Type we need computer-readable files and all relevant reports}{\author Michael Parti}{\operator Michael Parti}{\creatim\yr1997\mo7\dy8\hr17\min12}{\revtim\yr1997\mo7\dy11\hr10\min23}{\printim\yr1997\mo7\dy10\hr14\min58}{\version67}
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\par }\pard \s17\ri360\nowidctlpar\widctlpar\tqc\tx4320\tqr\tx8640\adjustright {M. Parti email: }{\field{\*\fldinst { HYPERLINK mailto:parti@inetworld.net }{{\*\datafield 
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 DATE \\@ "MM/dd/yy" }}{\fldrslt {\lang1024 07/11/97}}}{
\par }}{\*\pnseclvl1\pnucrm\pnstart1\pnindent720\pnhang{\pntxta .}}{\*\pnseclvl2\pnucltr\pnstart1\pnindent720\pnhang{\pntxta .}}{\*\pnseclvl3\pndec\pnstart1\pnindent720\pnhang{\pntxta .}}{\*\pnseclvl4\pnlcltr\pnstart1\pnindent720\pnhang{\pntxta )}}
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\par }{Request For UDC Data Transfer
\par }\pard\plain \s19\qc\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright \b\fs20\cgrid {\fs22 Prepared By Michael Parti, AEI 
\par }\pard\plain \qc\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright \fs20\cgrid {\b\fs22 For The DAWG Customer Information Database Workshop
\par }\pard\plain \s1\sb240\sa60\keepn\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \outlinelevel0\adjustright \b\f1\fs28\kerning28\cgrid {\fs22 
Purpose of the data request in addition to the list proposed by the ORA.
\par }\pard\plain \qj\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright \fs20\cgrid {\fs24 
The collection of data sets in the attached chart is designed to support analyses for increasing our understanding of the magnitude and timing of customer loads.  The ORA inventory is an excellent summary of many impo
rtant UDC databases.  The attached list does not concentrate on particular data sets; rather, it enumerates important }{\i\fs24 types}{\fs24  of data sets.   Apart from this, the ORA list and the attached list differ in that the attached list
\par {\pntext\pard\plain\f3\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \qj\fi-360\li360\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 
\jclisttab\tx360{\*\pn \pnlvlblt\ilvl0\ls4\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls4\adjustright {\fs24 contains a reference to syst
em-level demand data, and weather data that has been collected by the UDC (the transfer of some weather data may be limited contractually); and,
\par {\pntext\pard\plain\f3\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \qj\fi-360\li360\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 
\jclisttab\tx360{\*\pn \pnlvlblt\ilvl0\ls4\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls4\adjustright {\fs24 stresses the importance of anonymous customer ID variables that would allow us to make use of coordinated data sets.
\par }\pard \qj\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright {\fs24 
In addition, the form of the enclosed list may be convenient for discussing general classes of UDC data transfers.
\par }\pard\plain \s1\sb240\sa60\keepn\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \outlinelevel0\adjustright \b\f1\fs28\kerning28\cgrid {\fs22 
Why should UDCs want to release these data?
\par }\pard\plain \qj\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright \fs20\cgrid {\fs24 
Although general access to these data sets would tend to level the playing field for UDC's and ESP's; the UDC's would also gain by
\par {\pntext\pard\plain\f3\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \qj\fi-360\li360\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 
\jclisttab\tx360{\*\pn \pnlvlblt\ilvl0\ls3\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls3\adjustright {\fs24 contributing to a common reference database to resolve settlement disputes; and, 
\par {\pntext\pard\plain\f3\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \qj\fi-360\li360\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 
\jclisttab\tx360{\*\pn \pnlvlblt\ilvl0\ls3\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls3\adjustright {\fs24 increasing the possibility of market coordination (e.g., peak reduction programs) that could benefit system reliability.  
\par }\pard \qj\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright {\fs24 
In addition, the release of this information can be viewed as facilitating the process of competition.  Though the role of market facilitator is somewhat new to the UDCs, its customer-satisfaction benefits can make it a profitable component of long-term c
orporate strategy.
\par }\pard\plain \s1\sb240\sa60\keepn\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \outlinelevel0\adjustright \b\f1\fs28\kerning28\cgrid {\fs22 
Reasonableness Of The Data Request
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All of the types of data sets that I have listed have been used as the basis for published load studies in the past.  Although these data can be combined in new and productive ways, they are basic to any meaningful study of customer loads.
\par }\pard\plain \s1\sb240\sa60\keepn\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \outlinelevel0\adjustright \b\f1\fs28\kerning28\cgrid {\fs22 
How will this information benefit the retail energy community?
\par }\pard\plain \qj\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright \fs20\cgrid {\fs24 
The customer load information supported by analyses of these data would be used by ESP's and UDC's to facilitate
\par {\pntext\pard\plain\f3\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \qj\fi-360\li360\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 
\jclisttab\tx360{\*\pn \pnlvlblt\ilvl0\ls2\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls2\adjustright {\fs24 marketing and financial planning; 
\par {\pntext\pard\plain\f3\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \qj\fi-360\li360\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 
\jclisttab\tx360{\*\pn \pnlvlblt\ilvl0\ls2\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls2\adjustright {\fs24 system planning;  and, 
\par {\pntext\pard\plain\f3\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \qj\fi-360\li360\nowidctlpar\widctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 
\jclisttab\tx360{\*\pn \pnlvlblt\ilvl0\ls2\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls2\adjustright {\fs24 system energy cost settlement accuracy.}{\b\fs24 
\par }\pard\plain \s15\qc\nowidctlpar\brdrt\brdrs\brdrw10\brsp20 \brdrl\brdrs\brdrw10\brsp80 \brdrb\brdrs\brdrw10\brsp20 \brdrr\brdrs\brdrw10\brsp80 \adjustright \b\f1\fs28\cgrid {\b0\fs16 
\par }\pard \s15\qc\nowidctlpar\adjustright {\b0 \page }{\fs22 Types Of UDC Data Of Interest
\par }\pard\plain \qc\nowidctlpar\widctlpar\adjustright \fs20\cgrid {\b Prepared By Michael Parti, AEI (Questions: 619-755-1266)
\par }{\b\f1 
\par For each data-type we need computer-readable files with documentation (file formats, etc.) and all associated reports.  
\par In some of these files the customer name, address, and telephone number fields are at issue.
\par Customer ID can be an anonymous customer premise (service-address) number that survives rerouting, 
\par and is separate from the name/service-address/telephone-number
\par The billing and load data should }{\b\f1\ul NOT}{\b\f1  be weather-normalized.
\par }{\b\f1\fs18 
\par }\trowd \trgaph108\trleft-108\trbrdrt\brdrs\brdrw15 \trbrdrl\brdrs\brdrw15 \trbrdrb\brdrs\brdrw15 \trbrdrr\brdrs\brdrw15 \trbrdrh\brdrs\brdrw15 \trbrdrv\brdrs\brdrw15 \clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr
\brdrs\brdrw15 \cltxlrtb \cellx128\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx4050\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr
\brdrs\brdrw15 \cltxlrtb \cellx9360\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx13410\pard \qc\nowidctlpar\widctlpar\intbl\adjustright {\b\f1 \cell }{\b\f1\fs28 Type Of Data\cell 
Supporting Data\cell Purpose\cell }\pard \nowidctlpar\widctlpar\intbl\adjustright {\b\f1\fs28 \row }\trowd \trgaph108\trleft-108\trbrdrt\brdrs\brdrw15 \trbrdrl\brdrs\brdrw15 \trbrdrb\brdrs\brdrw15 \trbrdrr\brdrs\brdrw15 \trbrdrh\brdrs\brdrw15 \trbrdrv
\brdrs\brdrw15 \clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx128\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb 
\cellx4050\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx9360\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx13410
\pard \qc\nowidctlpar\widctlpar\intbl\adjustright {\b 1\cell }\pard \nowidctlpar\widctlpar\intbl\adjustright {\b Billing Data}{ All variables on each file (all kWh-related data, billing dates, and revenue-related data-applicable rate schedule, etc.)  
\cell {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {Customer ID fields 

\par {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
finest geographic identifier possible (e.g., census block or tract, ZIP code)\cell }\pard \nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {
used in combined monthly/hourly load regression to leverage available hourly load data \endash  increase accuracy of load profiles \cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\row }\pard 
\qc\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b 2\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b Customer Information Databases}{
 (if separate from billing file) \endash  SIC code, all-electric, end-use meter, type of structure (e.g., single/multi-family), etc.\cell {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard 
\fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {Customer ID fields 
\par {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
finest geographic identifier possible (e.g., census block or tract, ZIP code)\cell }\pard \nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {used to increase accuracy of load shapes for particular market segments 
\endash  aid to marketing/system planning, settlement accuracy.\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\row }\pard \qc\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }
\adjustright {\b 3\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b All Customer Surveys}{ (audit-onsite, mail, telephone)\endash  All variables on each file \cell {\pntext\pard\plain\intbl\f3\fs20\cgrid 
\loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {Customer ID fields keyed to billing file customer ID fields 

\par {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
Sample specification-implementation studies/data/memos
\par {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
finest geographic identifier possible (e.g., census block or tract, ZIP code)\cell }\pard \nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {used to increase accuracy of load shapes for particular market segments 
\endash  aid to marketing/system planning, settlement accuracy.\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\row }\pard \qc\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }
\adjustright {\b 4\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b Program-Design (Marketing, DSM) / Customer-Contact  Data}{
 (ex ante/post estimates of program effect, target population, affected population)\cell {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0
\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {Customer ID fields keyed to billing file customer ID fields 
\par {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
finest geographic identifier possible (e.g., census block or tract, ZIP code)\cell }\pard \nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {used to increase accuracy of load shapes for particular market segments 
\endash  aid to marketing/system planning, settlement accuracy.\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\row }\pard \qc\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }
\adjustright {\b 5\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b\ul Customer-level}{\b  demand Data}{ Greatest detail possible (Hourly/5 minute, etc.) End-Use-Metering, Customer-Level-Metering \cell 
{\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
Customer ID fields keyed to billing file customer ID fields 
\par {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
finest geographic identifier possible (e.g., census block or tract, ZIP code)\cell }\pard \nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {used as data for dependent variable in load profile regression equation
\cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\row }\pard \qc\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b 6\cell }\pard 
\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b\ul System-level}{\b  demand data}{ Greatest detail possible (Hourly/5 minute, etc.), broken down by finest customer class/geographic area \cell {\pntext\pard\plain
\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
Mapping program and identifier that allows an assignment of demand data to each customer on the billing files.
\par {\pntext\pard\plain\intbl\f3\fs20\cgrid \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
finest geographic identifier possible (e.g., census block or tract, ZIP code)\cell }\pard \nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {
used to calibrate load profiles to match system totals - increase overall accuracy of load profile equation \cell }\pard \nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\row }\trowd \trgaph108\trleft-108\trbrdrt
\brdrs\brdrw15 \trbrdrl\brdrs\brdrw15 \trbrdrb\brdrs\brdrw15 \trbrdrr\brdrs\brdrw15 \trbrdrh\brdrs\brdrw15 \trbrdrv\brdrs\brdrw15 \clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx128
\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx4050\clvertalt\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx9360\clvertalt
\clbrdrt\brdrs\brdrw15 \clbrdrl\brdrs\brdrw15 \clbrdrb\brdrs\brdrw15 \clbrdrr\brdrs\brdrw15 \cltxlrtb \cellx13410\pard \qc\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b 7\cell }\pard 
\nowidctlpar\widctlpar\intbl{\*\pn \pnlvlcont\ilvl0\ls0\pnrnot0\pndec }\adjustright {\b Weather Data}{ (greatest detail possible from all UDC permitted sources - hourly, daily, monthly)\cell {\pntext\pard\plain\intbl\f3\fs20\cgrid 
\loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \fi-360\li360\nowidctlpar\widctlpar\intbl\tx360{\*\pn \pnlvlblt\ilvl0\ls1\pnrnot0\pnf3\pnstart1\pnindent360\pnhang{\pntxtb \'b7}}\ls1\adjustright {
Mapping program and identifier that allows an assignment of weather data to each customer on billing file\cell }\pard \nowidctlpar\widctlpar\intbl\tx360\adjustright {used to adjust loads and load profiles for weather variation.\cell }\pard 
\nowidctlpar\widctlpar\intbl\adjustright {\row }\pard \nowidctlpar\widctlpar\adjustright {
\par }}