`US010534382B2
`
`c12) United States Patent
`Steinberg
`
`(IO) Patent No.: US 10,534,382 B2
`(45) Date of Patent:
`*Jan. 14, 2020
`
`(54) SYSTEM AND METHOD FOR USING A
`WIRELESS DEVICE AS A SENSOR FOR AN
`ENERGY MANAGEMENT SYSTEM
`
`(71) Applicant: EcoFactor, Inc., Redwood City, CA
`(US)
`
`(72)
`
`Inventor: John Douglas Steinberg, Millbrae, CA
`(US)
`
`(73) Assignee: EcoFactor, Inc., Palo Alto, CA (US)
`
`( *) Notice:
`
`Subject to any disclaimer, the term ofthis
`patent is extended or adjusted under 35
`U.S.C. 154(b) by O days.
`
`This patent is subject to a terminal dis(cid:173)
`claimer.
`
`EP
`EP
`
`(58) Field of Classification Search
`CPC .......... F24F 11/006; F24F 11/70; F24F 11/62;
`F24F 11/30; F24F 11/56; F24F 2120/12;
`(Continued)
`
`(56)
`
`References Cited
`
`U.S. PATENT DOCUMENTS
`
`4,136,732 A
`4,270,693 A
`
`1/1979 Demaray et al.
`6/1981 Hayes
`(Continued)
`
`FOREIGN PATENT DOCUMENTS
`
`3/1991
`0415747 A2
`5/2001
`1102500 A2
`(Continued)
`
`OTHER PUBLICATIONS
`
`(21) Appl. No.: 16/374,085
`
`(22) Filed:
`
`Apr. 3, 2019
`
`(65)
`
`Prior Publication Data
`
`US 2019/0227582 Al
`
`Jul. 25, 2019
`
`(63)
`
`(51)
`
`(52)
`
`Related U.S. Application Data
`
`Continuation of application No. 15/002,791, filed on
`Jan. 21, 2016, now Pat. No. 10,289,131, which is a
`(Continued)
`
`Int. Cl.
`G0SD 23100
`G0SB 1108
`
`(2006.01)
`(2006.01)
`(Continued)
`
`U.S. Cl.
`CPC .............. G0SD 23100 (2013.01); F24F 11130
`(2018.01); F24F 11162 (2018.01); F24F 11170
`(2018.01);
`
`U.S. Appl. No. 12/805,705, filed Jun. 10, 2010, Crabtree.
`(Continued)
`
`Primary Examiner - Ajay Ojha
`(74) Attorney, Agent, or Firm - Knobbe, Martens, Olson
`& Bear, LLP
`
`ABSTRACT
`(57)
`The invention comprises systems and methods for detecting
`the use of networked consumer electronics devices as indi(cid:173)
`cations of occupancy of a structure for purposes of auto(cid:173)
`matically adjusting the temperature setpoint on a thermo(cid:173)
`static HVAC control. At least one thermostat is located
`inside a structure and is used to control an HVAC system in
`the structure. At least one networked electronic device is
`used to indicate the state of occupancy of the structure. The
`state of occupancy is used to alter the setpoint on the
`thermostatic HVAC control to reduce unneeded condition(cid:173)
`ing of unoccupied spaces.
`
`(Continued)
`
`20 Claims, 8 Drawing Sheets
`
`/06b--
`
`UTIL,TY
`
`8FM~N8 Ri:Dt.:CTION
`SERVICE SERVERS
`
`GOOGLE 1001
`
`001
`
`
`
`US 10,534,382 B2
`Page 2
`
`Related U.S. Application Data
`
`continuation of application No. 13/470,074, filed on
`May 11, 2012, now Pat. No. 9,244,470, which is a
`continuation of application No. 12/502,064, filed on
`Jul. 13, 2009, now Pat. No. 8,180,492.
`
`(60)
`
`Provisional application No. 61/134,714, filed on Jul.
`14, 2008.
`
`(51)
`
`(2006.01)
`(2006.01)
`(2006.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`(2018.01)
`
`Int. Cl.
`G05D 23119
`G05B 15102
`G06N 7100
`F24F 11130
`F24F 11162
`F24F 11170
`F24F 120/10
`F24F 120/12
`F24F 120/14
`F24F 140/60
`F24F 120/20
`F24F 11/63
`F24F 11/56
`F24F 11/46
`(52) U.S. Cl.
`CPC ......... G05B 15102 (2013.01); G05D 2311902
`(2013.01); G06N 71005 (2013.01); G0SB 1108
`(2013.01); F24F 11/46 (2018.01); F24F 11/56
`(2018.01); F24F 11/63 (2018.01); F24F
`2120/10 (2018.01); F24F 2120/12 (2018.01);
`F24F 2120/14 (2018.01); F24F 2120/20
`(2018.01); F24F 2140/60 (2018.01)
`(58) Field of Classification Search
`CPC ........ F24F 2120/10; F24F 11/63; F24F 11/46;
`F24F 2120/20; F24F 2140/60; F24F
`2120/14; GO5B 15/02; GO6N 7/005;
`GO5D 23/1902
`See application file for complete search history.
`
`(56)
`
`References Cited
`
`U.S. PATENT DOCUMENTS
`
`4,341,345 A
`4,403,644 A
`4,451,879 A
`4,475,685 A
`4,655,279 A
`4,674,027 A
`4,675,828 A
`4,702,305 A
`4,702,413 A
`4,897,798 A
`5,124,502 A
`5,244,146 A
`5,261,481 A
`5,270,952 A
`5,279,458 A
`5,297,838 A
`5,314,004 A
`5,348,078 A
`5,454,511 A
`5,462,225 A
`5,544,036 A
`5,555,927 A
`5,572,438 A
`5,682,949 A
`5,706,190 A
`5,717,609 A
`5,725,148 A
`5,729,474 A
`
`7/1982 Hammer et al.
`9/1983 Hebert
`5/1984 Welch et al.
`10/1984 Grimado et al.
`4/1987 Harmon
`6/1987 Beckey
`6/1987 Winston
`10/1987 Beckey et al.
`10/1987 Beckey et al.
`1/1990 Cler
`6/1992 Nelson et al.
`9/1993 Jefferson et al.
`11/1993 Baldwin et al.
`12/1993 Adams et al.
`1/1994 Dewolf et al.
`3/1994 Juravich
`5/1994 Strand et al.
`9/1994 Dushane et al.
`10/1995 Van Ostrand et al.
`10/1995 Massara et al.
`8/1996 Brown et al.
`9/1996 Shah
`11/1996 Ehlers et al.
`11/1997 Ratcliffe et al.
`1/1998 Russ et al.
`2/1998 Packa et al.
`3/1998 Hartman
`3/1998 Hildebrand et al.
`
`5,761,083 A
`5,818,347 A
`5,839,654 A
`5,924,486 A
`5,977,964 A
`6,079,626 A
`6,115,713 A
`6,145,751 A
`6,178,362 Bl
`6,216,956 Bl
`6,223,544 Bl
`6,241,156 Bl
`6,260,765 Bl
`6,351,693 Bl
`6,400,956 Bl
`6,400,996 Bl
`6,437,692 Bl
`6,449,534 Bl
`6,454,177 Bl
`6,478,233 Bl
`6,480,803 Bl
`6,483,906 Bl
`6,536,675 Bl
`6,542,076 Bl
`6,549,130 Bl
`6,574,537 B2
`6,580,950 Bl
`6,594,825 Bl
`6,595,430 Bl
`6,598,056 Bl
`6,619,555 B2
`6,622,097 B2
`6,622,115 Bl
`6,622,925 B2
`6,622,926 Bl
`6,628,997 Bl
`6,633,823 B2
`6,643,567 B2
`6,644,098 B2
`6,671,586 B2
`6,695,218 B2
`6,700,224 B2
`6,726,113 B2
`6,731,992 Bl
`6,734,806 Bl
`6,772,052 Bl
`6,785,592 Bl
`6,785,630 B2
`6,786,421 B2
`6,789,739 B2
`6,845,918 B2
`6,853,959 B2
`6,868,293 Bl
`6,868,319 B2
`6,882,712 Bl
`6,889,908 B2
`6,891,838 Bl
`6,912,429 Bl
`6,981,383 B2
`6,991,029 B2
`7,009,493 B2
`7,031,880 Bl
`7,039,532 B2
`7,055,759 B2
`7,061,393 B2
`7,089,088 B2
`7,130,719 B2
`7,130,832 B2
`H2176 H
`7,167,079 B2
`7,187,986 B2
`7,205,892 B2
`7,206,670 B2
`7,215,746 B2
`7,216,015 B2
`7,231,424 B2
`7,232,075 Bl
`7,242,988 Bl
`7,260,823 B2
`
`6/1998 Brown, Jr. et al.
`10/1998 Dolan et al.
`11/1998 Weber
`7/1999 Ehlers et al.
`11/1999 Williams et al.
`6/2000 Hartman
`9/2000 Pascucci et al.
`11/2000 Ahmed
`1/2001 Woolard et al.
`4/2001 Ehlers et al.
`5/2001 Seem
`6/2001 Kline et al.
`7/2001 Natale et al.
`2/2002 Monie
`6/2002 Richton
`6/2002 Hollberg et al.
`8/2002 Petite et al.
`9/2002 Stewart
`9/2002 Sasao et al.
`11/2002 Shah
`11/2002 Pi err et et al.
`11/2002 Lggulden et al.
`3/2003 Pesko et al.
`4/2003 Joao
`4/2003 Joao
`6/2003 Kipersztok et al.
`6/2003 Johnson
`7/2003 Goldschmidtlki et al.
`7/2003 Shah
`7/2003 Hull et al.
`9/2003 Rosen
`9/2003 Hunter
`9/2003 Brown et al.
`9/2003 Carner et al.
`9/2003 Sartain et al.
`9/2003 Fox et al.
`10/2003 Bartone et al.
`11/2003 Kolk et al.
`11/2003 Cardinale et al.
`12/2003 Davis et al.
`2/2004 Fleckenstein
`3/2004 Biskup, Sr.
`4/2004 Guo
`5/2004 Ziegler
`5/2004 Cratsley
`8/2004 Amundsen
`8/2004 Smith
`8/2004 Kolk
`9/2004 Rosen
`9/2004 Rosen
`1/2005 Rotondo
`2/2005 Ikeda et al.
`3/2005 Schurr
`3/2005 Kipersztok et al.
`4/2005 Iggulden et al.
`5/2005 Crippen et al.
`5/2005 Petite et al.
`6/2005 Bilger
`1/2006 Shah et al.
`1/2006 Orfield et al.
`3/2006 Howard
`4/2006 Seem et al.
`5/2006 Hunter
`6/2006 Wacker et al.
`6/2006 Buckingham et al.
`8/2006 Terry et al.
`10/2006 Ehlers et al.
`10/2006 Bannai et al.
`12/2006 Meyer et al.
`1/2007 Smyth et al.
`3/2007 Johnson et al.
`4/2007 Luebke et al.
`4/2007 Pimputkar et al.
`5/2007 Iggulden et al.
`5/2007 Poth
`6/2007 Bodin et al.
`6/2007 Rosen
`7/2007 Hollberg et al.
`8/2007 Schlack et al.
`
`002
`
`
`
`US 10,534,382 B2
`Page 3
`
`(56)
`
`References Cited
`
`U.S. PATENT DOCUMENTS
`
`4/2008 Carey et al.
`7,354,005 B2
`4/2008 Gull et al.
`7,356,384 B2
`1/2009 Zufferey et al.
`7,476,020 B2
`1/2009 Jackson et al.
`7,483,964 Bl
`7/2009 Dushane et al.
`7,565,225 B2
`9/2009 Grohman
`7,590,469 B2
`1/2010 Hoglund et al.
`7,644,869 B2
`4/2010 Cannon et al.
`7,702,424 B2
`7/2010 DeWhitt
`7,758,729 Bl
`8/2010 Harter
`7,784,704 B2
`9/2010 Simon et al.
`7,802,618 B2
`12/2010 Steinberg et al.
`7,848,900 B2
`1/2011 Cannon et al.
`7,869,904 B2
`2/2011 Sloup et al.
`7,894,943 B2
`3/2011 Steinberg et al.
`7,908,116 B2
`3/2011 Steinberg et al.
`7,908,117 B2
`7/2011 Josephson et al.
`7,983,795 B2
`8/2011 Cheung et al.
`8,010,237 B2
`9/2011 Steinberg et al.
`8,019,567 B2
`10/2011 Rhodes
`D646,990 S
`1/2012 Steinberg
`8,090,477 Bl
`3/2012 Steinberg et al.
`8,131,497 B2
`3/2012 Steinberg et al.
`8,131,506 B2
`5/2012 Rhodes
`D659,560 S
`5/2012 Steinberg
`8,180,492 B2
`12/2012 Steinberg et al.
`8,340,826 B2
`1/2013 Lee et al.
`D673,467 S
`2/2013 Oswald
`8,386,082 B2
`4/2013 Steinberg et al.
`8,412,488 B2
`4/2013 Steinberg et al.
`8,423,322 B2
`4/2013 Imes
`8,428,782 B2
`4/2013 Boucher et al.
`8,428,785 B2
`6/2013 Imes et al.
`8,457,797 B2
`7/2013 Steinberg et al.
`8,498,753 B2
`10/2013 Steinberg
`8,556,188 B2
`11/2013 Rossi et al.
`8,583,288 Bl
`12/2013 Steinberg et al.
`8,596,550 B2
`4/2014 Steinberg
`8,712,590 B2
`5/2014 Steinberg et al.
`D705,095 S
`5/2014 Steinberg et al.
`8,738,327 B2
`6/2014 Steinberg
`8,740,100 B2
`6/2014 Steinberg et al.
`8,751,186 B2
`9/2014 Steinberg
`8,840,033 B2
`9/2014 Fadell et al.
`8,850,348 B2
`11/2014 Boucher et al.
`8,880,231 B2
`11/2014 Steinberg et al.
`8,886,488 B2
`6/2015 Steinberg et al.
`9,057,649 B2
`9/2015 Cheung et al.
`9,134,710 B2
`11/2015 Steinberg
`9,188,994 B2
`11/2015 Steinberg et al.
`9,194,597 B2
`1/2016 Steinberg
`9,244,470 B2
`3/2016 Steinberg
`9,279,594 B2
`5/2016 Goyal et al.
`9,353,965 Bl
`1/2017 Matsuoka et al.
`9,534,805 B2
`7/2017 Steinberg
`9,709,292 B2
`10/2017 Matsuoka et al.
`9,791,839 B2
`4/2018 Steinberg et al.
`9,939,333 B2
`5/2018 Steinberg
`9,982,905 B2
`2001/0025349 Al
`9/2001 Sharood et al.
`2/2003 Skidmore et al.
`2003/0040934 Al
`7/2003 Suppes
`2003/0131623 Al
`2004/0065095 Al
`4/2004 Osborne et al.
`6/2004 Ehlers et al.
`2004/0117330 Al
`7/2004 Ehlers et al.
`2004/0133314 Al
`9/2004 Obradovich et al.
`2004/0176880 Al
`10/2005 Lai et al.
`2005/0222889 Al
`2005/0270151 Al* 12/2005 Winick
`
`2005/0288822 Al
`2006/0045105 Al
`2006/0214014 Al
`2006/0283965 Al
`2007/0043477 Al
`2007/0044501 Al
`2007/0045431 Al
`
`12/2005 Rayburn
`3/2006 Dobosz et al.
`9/2006 Bash et al.
`12/2006 Mueller et al.
`2/2007 Elhers et al.
`3/2007 Schnell et al.
`3/2007 Chapman et al.
`
`G08B 17/00
`340/539.1
`
`2007/0107450 Al
`2007/0146126 Al
`2008/0083234 Al
`2008/0083834 Al
`2008/0198549 Al
`2008/0281472 Al
`2008/0283621 Al
`2009/0005070 Al
`2009/0013703 Al
`2009/0018673 Al
`2009/0052859 Al
`2009/0057426 Al
`2009/0062970 Al
`2009/0065596 Al
`2009/0099699 Al
`2009/0125151 Al
`2009/0188985 Al
`2009/0216382 Al
`2009/0240381 Al
`2009/0271013 Al
`2009/0281667 Al
`2010/0019051 Al
`2010/0019052 Al
`2010/0070086 Al
`2010/0070089 Al
`2010/0070093 Al
`2010/0070234 Al
`2010/0156608 Al
`2010/0162285 Al
`2010/0211224 Al
`2010/0235004 Al
`2010/0289643 Al
`2010/0318227 Al
`2011/0031323 Al
`2011/0046792 Al
`2011/0046798 Al
`2011/0046799 Al
`2011/0046800 Al
`2011/0046801 Al
`2011/0051823 Al
`2011/0054699 Al
`2011/0054710 Al
`2011/0118857 Al
`2011/0173542 Al
`2011/0202181 Al
`2011/0202185 Al
`2011/0214060 Al
`2011/0224838 Al
`2011/0246898 Al
`2011/0253796 Al
`2011/0290893 Al
`2011/0307101 Al
`2012/0023225 Al
`2012/0046859 Al
`2012/0064923 Al
`2012/0065935 Al
`2012/0066168 Al
`2012/0072033 Al
`2012/0086562 Al
`2012/0093141 Al
`2012/0101637 Al
`2012/0125592 Al
`2012/0135759 Al
`2012/0186774 Al
`2012/0215725 Al
`2012/0221718 Al
`2012/0252430 Al
`2012/0324119 Al
`2013/0053054 Al
`2013/0054758 Al
`2013/0054863 Al
`2013/0060387 Al
`2013/0073094 Al
`2013/0144453 Al
`2013/0167035 Al
`2013/0173064 Al
`2013/0178985 Al
`2013/0226502 Al
`2013/0310989 Al
`
`5/2007 Sasao et al.
`6/2007 Wang
`4/2008 Krebs et al.
`4/2008 Krebs et al.
`8/2008 Rasmussen et al.
`11/2008 Podgorny et al.
`11/2008 Quirino et al.
`1/2009 Forstall et al.
`1/2009 Werner
`1/2009 Dushane et al.
`2/2009 Greenberger et al.
`3/2009 Sullivan et al.
`3/2009 Forbes et al.
`3/2009 Seem et al.
`4/2009 Steinberg et al.
`5/2009 Steinberg et al.
`7/2009 Scharing et al.
`8/2009 Ng
`9/2009 Lane
`10/2009 Chen
`11/2009 Masui et al.
`1/2010 Rosen
`1/2010 Yip
`3/2010 Harrod et al.
`3/2010 Harrod et al.
`3/2010 Harrod et al.
`3/2010 Steinberg et al.
`6/2010 Bae et al.
`6/2010 Cohen et al.
`8/2010 Keeling et al.
`9/2010 Thind
`11/2010 Trundle et al.
`12/2010 Steinberg et al.
`2/2011 Nold et al.
`2/2011
`Imes et al.
`2/2011
`Imes et al.
`2/2011
`Imes et al.
`2/2011
`Imes et al.
`2/2011
`Imes et al.
`3/2011
`Imes et al.
`3/2011
`Imes et al.
`3/2011
`Imes et al.
`5/2011 Bodnar
`7/2011
`Imes et al.
`8/2011 Lee et al.
`8/2011
`Imes et al.
`9/2011
`Imes et al.
`9/2011
`Imes et al.
`10/2011
`Imes et al.
`10/2011 Posa et al.
`12/2011 Steinberg
`12/2011
`Imes et al.
`1/2012 Imes et al.
`2/2012 Imes et al.
`3/2012 Imes et al.
`3/2012 Steinberg et al.
`3/2012 Fadell et al.
`3/2012 Imes et al.
`4/2012 Steinberg
`4/2012 Imes et al.
`4/2012 Imes et al.
`5/2012 Fadell et al.
`5/2012 Imes et al.
`7/2012 Matsuoka et al.
`8/2012 Imes et al.
`8/2012 Imes et al.
`10/2012 Imes et al.
`12/2012 Imes et al.
`2/2013 Lovitt et al.
`2/2013 Imes et al.
`2/2013 Imes et al.
`3/2013 Imes et al.
`3/2013 Knapton et al.
`6/2013 Subbloie
`6/2013 Imes et al.
`7/2013 Fadell et al.
`7/2013 Lombard et al.
`8/2013 Steinberg et al.
`11/2013 Steinberg et al.
`
`003
`
`
`
`US 10,534,382 B2
`Page 4
`
`(56)
`
`References Cited
`
`U.S. PATENT DOCUMENTS
`
`2014/0039690 Al
`2014/0058567 Al
`2014/0074300 Al
`2014/0207292 Al
`2014/0229018 Al
`2014/0316581 Al
`2014/0352340 Al
`2015/0025691 Al
`2015/0043615 Al
`2015/0120235 Al
`2015/0142180 Al
`2015/0227846 Al
`2015/0300892 Al
`2015/0378373 Al
`2016/0047565 Al
`2016/0061474 Al
`2016/0097557 Al
`2016/0138822 Al
`2016/0241538 Al
`2016/0258822 Al
`2016/0290672 Al
`2016/0363337 Al
`2017/0123391 Al
`2017 /0234562 Al
`2017/0241662 Al
`2017 /0268797 Al
`2017/0322530 Al
`2017/0328777 Al
`2017 /0336090 Al
`2018/0058711 Al
`2018/0087793 Al
`2018/0087795 Al
`2018/0216841 Al
`2018/0245810 Al
`2018/0259400 Al
`2018/0313567 Al
`2018/0321093 Al
`2019/0086106 Al
`2019/0086108 Al
`2019/0086109 Al
`2019/0086110 Al
`2019/0086882 Al
`2019/0089194 Al
`2019/0137133 Al
`2019/0186771 Al
`2019/0187005 Al
`
`2/2014 Steinberg
`2/2014 Matsuoka et al.
`3/2014 Shilts et al.
`7/2014 Ramagem
`8/2014 Steinberg
`10/2014 Fadell et al.
`12/2014 Berg et al.
`1/2015 Fadelletal.
`2/2015 Steinberg et al.
`4/2015 Steinberg et al.
`5/2015 Matsuoka et al.
`8/2015 Mercer et al.
`10/2015 Malhotra et al.
`12/2015 Sprinkle et al.
`2/2016 Robinson
`3/2016 Cheung et al.
`4/2016 Steinberg
`5/2016 Steinberg
`8/2016 Khurana et al.
`9/2016 Steinberg et al.
`10/2016 Arensmeier
`12/2016 Steinberg et al.
`5/2017 Sinha et al.
`8/2017 Ribbich et al.
`8/2017 Steinberg et al.
`9/2017 Mowris et al.
`11/2017 Al-Mohssen et al.
`11/2017 Zeckendorf et al.
`11/2017 Steinberg
`3/2018 Taplin
`3/2018 Okita et al.
`3/2018 Okita et al.
`8/2018 Steinberg
`8/2018 Berkaetal.
`9/2018 Steinberg et al.
`11/2018 Steinberg
`11/2018 Steinberg et al.
`3/2019 Okita et al.
`3/2019 Okita et al.
`3/2019 Okita et al.
`3/2019 Okita et al.
`3/2019 Okita et al.
`3/2019 Okita et al.
`5/2019 Steinberg et al.
`6/2019 Steinberg et al.
`6/2019 Steinberg et al.
`
`FOREIGN PATENT DOCUMENTS
`
`EP
`GB
`JP
`JP
`JP
`KR
`KR
`KR
`WO
`WO
`WO
`WO
`WO
`WO
`WO
`
`2372263 A2
`2408592 A
`05-189659
`2010-038377
`2010-286218
`10-1994-0011902
`10-1999-0070368
`10-2000-0059532
`WO 2005/098331 Al
`WO 2009/036764 A2
`WO 2011/011404 Al
`WO 2011/100427 A2
`WO 2011/149600
`WO 2012/024534
`WO 2013/187996
`
`5/2011
`6/2005
`7 /1993
`2/2010
`12/2010
`6/1994
`9/1999
`10/2000
`10/2005
`3/2009
`1/2011
`8/2011
`12/2011
`2/2012
`12/2013
`
`OTHER PUBLICATIONS
`
`U.S. Appl. No. 13/470,074, filed Aug. 30, 2012, Steinberg.
`U.S. Appl. No. 13/523,697, filed Jun. 14, 2012, Hublou et al.
`U.S. Appl. No. 13/725,447, filed Jun. 6, 2013, Steinberg.
`U.S. Appl. No. 13/729,401, filed Dec. 28, 2012, Sloop.
`U.S. Appl. No. 13/852,577, filed Mar. 28, 2013, Steinberg et al.
`U.S. Appl. No. 13/858,710, filed Sep. 5, 2013, Steinberg et al.
`U.S. Appl. No. 13/861,189, filed Apr. 11, 2013, Steinberg et al.
`
`U.S. Appl. No. 14/082,675, filed Nov. 18, 2003, Steinberg et al.
`U.S. Appl. No. 14/263,762, filed Apr. 28, 2014, Steinberg.
`U.S. Appl. No. 14/285,384, filed May 22, 2014, Steinberg et al.
`U.S. Appl. No. 14/292,377, filed May 30, 2014, Steinberg.
`U.S. Appl. No. 14/491,554, filed Sep. 19, 2014, Steinberg.
`U.S. Appl. No. 14/527,433, filed Oct. 29, 2014, Steinberg et al.
`U.S. Appl. No. 14/731,221, filed Jun. 4, 2015, Steinberg et al.
`U.S. Appl. No. 15/616,719, filed Jun. 7, 2017, Steinberg et al.
`U.S. Appl. No. 10/018,371, filed Jul. 10, 2018, Steinberg et al.
`U.S. Appl. No. 10/048,706, filed Aug. 14, 2018, Hublou et al.
`Anonymous: "Process Control", Garfixia Software Architectures,
`Aug. 31, 2008, Retrieved from the Internet: URL:http://www.dossier(cid:173)
`andreas. neVsoftware architecture/ process_control. Html pp. 1-1.
`Arens, et al., "How Ambient Intelligence Will Improve Habitability
`and Energy Efficiency in Buildings", 2005, research paper, Center
`for the Built Environment, Controls and Information Technology.
`Bourhan, et al., "Cynamic model of an HVAC system for control
`analysis", Elsevier 2004.
`Brush, et al., Preheat----Controlling Home Heating with Occupancy
`Prediction, 2013.
`Cheng et al., "Smart Sensors Enable Smart Air Conditioning
`Control", Sensors 2014, ISSN 1424-8220, Jun. 24, 2014, 25 pages.
`Comverge SuperStat Flyer, prior to Jun. 28, 2007.
`Control4 Wireless Thermostat Brochure, 2006.
`Cooper Power Systems Web Page, 2000-2009.
`Emerson Climate Technologies, "Network Thermostat for E2 Build(cid:173)
`ing Controller Installation and Operation Manual", 2007.
`Enernoc Web Page, 2004-2009.
`Enerwise Website, 1999-2009.
`Gupta, et al., Adding GPS-Control to Traditional Thermostats: An
`xploration of Potential Energy Savings and Design Challenges,
`House_n, Massachusetts Institute of Technology, pp. 95-114, 2009.
`Gunes et al., "Improving Energy Efficiency and Thermal Comfort of
`Smart Buildings with HVAC Systems in the Presence of Sensor
`Faults", IEEE, Aug. 24-26, 2015, 6 pages.
`Gupta, et al., A Persuasive GPS-Controlled Thermostat System,
`MIT, 2008.
`Honeywell Programmable Thermostat Owner's Guide, www.
`honeywell .corn/yourhome, 2004.
`Honeywell, W7600/W7620 Controller Reference Manual, HW0021207,
`Oct. 1992.
`Johnson Controls, "T600HCx-3 Single-Stage Thermostats", 2006.
`Johnson Controls, Touch4 building automation system brochure,
`2007.
`Kilicotte, et al., "Dynamic Controls for Energy Efficiency and
`Demand Response: Framework Concepts and a New Construction
`Study Case in New York", Proceedings of the 2006 ACEEE
`Summer Study of Energy Efficiency in Buildings, Pacific Grove.
`CA, Aug. 13-18, 2006.
`Krumm, et al., Learning Time-Based Presence Probabilities, Jun.
`2011.
`Lin, et al., "Multi-Sensor Single-Actuator Control of HVAC Sys(cid:173)
`tems", 2002.
`Pier, Southern California Edison, Demand Responsive Control of
`Air Conditioning via Programmable Communicating Thermostats
`Draft Report, Feb. 14, 2006.
`Proliphix Thermostat Brochure, prior to Jun. 2007.
`Raji, "Smart Networks for Control", IEEE Spectrum, Jun. 1994.
`Scott, et al., Home Heating Using GPS-Based Arrival Prediction,
`2010.
`Simmini et al., Energy Efficient Control and Fault Detection for
`HVAC Systems, Univ. of Padova, XXVI Series, 2014, 144 pages.
`Sklavounos, "Detection of Abnormal Situations and Energy Effi(cid:173)
`ciency Control in Heating Ventilation and Air Conditioning (HVAC)
`Systems", Brunel University thesis, Sep. 2015,151 pages.
`Wang, et al., "Opportunities to Save Energy and Improve Comfort
`by Using Wireless Sensor Networks in Buildings," (2003), Center
`for Environmental Design Research.
`Wetter, et al., A comparison of deterministic and probabilistic
`optimization algorithms for non-smooth simulation-based optimi(cid:173)
`zation, Building and Environment 39, 2004, pp. 989-999.
`Written Opinion and Search Report for PCT/US2011/032537, dated
`Dec. 12, 2011.
`
`004
`
`
`
`US 10,534,382 B2
`Page 5
`
`(56)
`
`References Cited
`
`OTHER PUBLICATIONS
`
`Office Action in Canadian Application No. 2800491 dated Dec. 7,
`2016.
`Search Report in European Application No. 11787067.5 dated Aug.
`14,2017.
`Extended Search Report for European Application No. 1181880 5 .1
`dated Jun. 9, 2017.
`Search Report in European Application No. 11818805.1 dated Oct.
`11, 2018.
`International Search Report and Written Opinion for PCT/US2013/
`035726, dated Aug. 6, 2013.
`International Preliminary Report on Patentability in PCT/US2013/
`035726 dated Dec. 16, 2014.
`Extended Search Report for European Application No. 13804057.1
`dated Jun. 1, 2016.
`Examination Report in Australian Application No. 2013274827
`dated Apr. 11, 2017.
`U.S. Appl No. 10/254,775, filed Apr. 9, 2019, Cheung et al.
`U.S. Appl. No. 10/289,131, filed May 14, 2019, Steinberg.
`Examination Report No. 2 in Australian Application No. 2013274827,
`dated May 22, 2017.
`
`* cited by examiner
`
`005
`
`
`
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`Jan.14,2020
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`Sheet 7 of 8
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`Jan.14,2020
`
`Sheet 8 of 8
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`US 10,534,382 B2
`
`START
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`TRANSMIT
`CONTENT DATA
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`F/C. 8
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`013
`
`
`
`US 10,534,382 B2
`
`5
`
`1
`SYSTEM AND METHOD FOR USING A
`WIRELESS DEVICE AS A SENSOR FOR AN
`ENERGY MANAGEMENT SYSTEM
`
`RELATED APPLICATIONS
`
`Any and all applications for which a foreign or domestic
`priority claim is identified in the Application Data Sheet, or
`any correction thereto, are hereby incorporated by reference
`into this application under 37 CFR 1.57.
`
`BACKGROUND OF THE INVENTION
`
`Field of the Invention
`
`10
`
`15
`
`2
`Because most thermostats control HVAC systems that do
`not offer infinitely variable output, traditional thermostats
`are designed to permit the temperature as seen by the
`thermostat to vary above and below the setpoint to prevent
`the HVAC system from constantly and rapidly cycling on
`and off, which is inefficient and harmful to the HVAC
`system. The temperature range in which the thermostat
`allows the controlled environment to drift is known as both
`the dead zone and, more formally, the hysteresis zone. The
`hysteresis zone is frequently set at +/-1 degree Fahrenheit.
`Thus if the setpoint is 68 degrees, in the heating context the
`thermostat will allow the inside temperature to fall to 67
`degrees before turning the heating system on, and will allow
`it to rise to 69 degrees before turning it off again.
`As energy prices rise, more attention is being paid to ways
`of reducing energy consumption. Because energy consump(cid:173)
`tion is directly proportional to setpoint-that is, the further
`a given setpoint diverges from the balance point (the inside
`temperature assuming no HVAC activity) in a given house
`20 under given conditions, the higher energy consumption will
`be to maintain temperature at that setpoint), energy will be
`saved by virtually any strategy that over a given time frame
`lowers the average heating setpoint or raises the cooling
`setpoint. Conventional programmable thermostats allow
`25 homeowners to save money and energy by pre-programming
`setpoint changes based upon comfort or schedule. For
`example, in the summer, allowing the setpoint to rise by
`several degrees (or even shutting off the air conditioner)
`when the home is unoccupied will generally save signifi-
`30 cantly on energy. But such thermostats have proven to be
`only minimally effective in practice. Because they have such
`primitive user interfaces, they are difficult to program, and
`so many users never bother at all, or set them up once and
`do not alter the programming even if their schedules change.
`In the hotel industry, the heating and cooling decisions
`made in hundred or even thousands of individual rooms with
`independently controlled HVAC systems are aggregated into
`a single energy bill, so hotel owners and managers are
`sensitive to energy consumption by those systems. Hotel
`40 guests often tum the air conditioner to a low temperature
`setting and then leave the room for hours at a time, thereby
`wasting considerable energy. An approach commonly used
`outside of the United States to combat this problem is to use
`a keycard to control the HVAC system, such that guests
`45 place the keycard into a slot mounted on the wall near the
`door of the room which then triggers the lights and HVAC
`system to power up, and tum them off when the guest
`removes the card upon leaving the room. However, because
`most hotels give each guest two cards, it is easy to simply
`50 leave the extra card in the slot, thus defeating the purpose of
`the system. Recently, systems have been introduced in
`which a motion sensor is connected to the control circuitry
`for the HVAC system. Ifno motion is detected in the room
`for some predetermined interval, the system concludes that
`55 the room is unoccupied, and turns off or alters the setpoint
`of the HVAC system to a more economical level. When the
`motion sensor detects motion (which is assumed to coincide
`with the return of the guest), the HVAC system resets to the
`guest's chosen setting.
`Adding occupancy detection capability to residential
`HVAC systems could also add considerable value in the
`form of energy savings without significant tradeoff in terms
`of comfort. But the systems used in hotels do not easily
`transfer to the single-family residential context. Hotel rooms
`65 tend to be small enough that a single motion sensor is
`sufficient to determine with a high degree of accuracy
`whether or not the room is occupied. A single motion sensor
`
`This invention relates to the use of thermostatic HVAC
`and other energy management controls that are connected to
`a computer network. More specifically, the present invention
`pertains to the use of user interactions with an interface such
`as a personal computer or an Internet-enabled television as
`signal related to occupancy to inform an energy manage(cid:173)
`ment system.
`Heating and cooling systems for buildings (heating, ven(cid:173)
`tilation and cooling, or HVAC systems) have been controlled
`for decades by thermostats. At the most basic level, a
`thermostat includes a means to allow a user to set a desired
`temperature, a means to sense actual temperature, and a
`means to signal the heating and/or cooling devices to tum on
`or off in order to try to change the actual temperature to
`equal the desired temperature. The most basic versions of
`thermostats use components such as a coiled bi-metallic
`spring to measure actual temperature and a mercury switch
`that opens or completes a circuit when the spring coils or
`uncoils with temperature changes. More recently, electronic 35
`digital thermostats have become prevalent. These thermo(cid:173)
`stats use solid-state devices such as thermistors or thermal
`diodes to measure temperature, and microprocessor-based
`circuitry to control the switch and to store and operate based
`upon user-determined protocols for temperature vs. time.
`These progranimable thermostats generally offer a very
`restrictive user interface, limited by the cost of the devices,
`the limited real estate of the small wall-mounted boxes, and
`the inability to take into account more than two variables:
`the desired temperature set by the user, and the ambient
`temperature sensed by the thermostat. Users can generally
`only set one series of commands per day, and in order to
`change one parameter (e.g., to change the late-night tem(cid:173)
`perature) the user often has to cycle through several other
`parameters by repeatedly pressing one or two buttons.
`Because the interface of programmable thermostats is so
`poor, the significant theoretical savings that are possible
`with them (sometimes cited as 25% of heating and cooling
`costs) are rarely realized. In practice, studies have found that
`more than 50% of users never program their thermostats at
`all. Significant percentages of the thermostats that are pro(cid:173)
`grammed are programmed sub-optimally, in part because,
`once programmed, people tend to not to re-invest the time
`needed to change the settings very often.
`A second problem with standard programmable thermo- 60
`stats is that they represent only a small evolutionary step
`beyond the first, purely mechanical thermostats. Like the
`first thermostats, they only have two input signals-ambient
`temperature and the preset desired temperature. The entire
`advance with programmable thermostats is that they can
`shift between multiple present temperatures at different
`times without real-time involvement of a human being.
`
`014
`
`
`
`US 10,534,382 B2
`
`3
`in the average home today would have limited value because
`there are likely to be many places one or more people could
`be home and active yet invisible to the motion sensor. The
`most economical way to include a motion sensor in a
`traditional programmable thermostat would be to build it 5
`into the thermostat itself. But thermostats are generally
`located in hallways, and thus are unlikely to be exposed to
`the areas where people tend to spend their time. Wiring a
`home with multiple motion sensors in order to maximize the
`chances of detecting occupants would involve considerable
`expense, both for the sensors themselves and for the con- 10
`siderable cost of installation, especially in the retrofit mar(cid:173)
`ket. Yet