IP Library Granted Patent US 12,367,443
Granted Patent B2
US 12,367,443 · App. 16/685,849 · Granted Jul 22, 2025

System and method for showing key performance indicators

Inventors: Subrata Bhattacharya (Navi Mumbai, IN); Tulshiram Waghmare (Pune, IN)
Assignee: TYCO FIRE & SECURITY GMBH
G06Q10/06393G05B13/02G06Q50/163G06F3/0482
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,367,443
App. No.
16/685,849
Granted
Jul 22, 2025
Kind
B2
Abstract

A building system of a building includes one or more memory devices configured to store instructions that, when executed by one or more processors, cause the one or more processors to receive building data from multiple sensors in multiple areas of the building indicating operation of the building. The instructions cause the one or more processors to calculate key performance indicators (KPIs) based on the building data and compare the KPIs to the building data. The instructions also cause the one or more processors to identify a user and a persona of the user, determine a set of KPIs relevant to the user, and generate a user interface based on the persona of the user to display the KPIs. The instructions then cause the one or more processors to present details of KPIs displayed on the user interface and options for affecting components of the building to adjust the KPIs.

Claims (57)

1. A building system of a building, the building system comprising one or more memory devices configured to store instructions that, when executed by one or more processors, cause the one or more processors to:

receive building data from a plurality of sensors in a plurality of areas of the building, the building data indicating operation of the building;

calculate key performance indicators (KPIs) based on the building data;

compare, to KPI baselines and historical KPI data, the KPIs based on the building data;

identify, based on a set of user credentials, a user and a persona of the user;

determine, based on the persona of the user, a set of KPIs relevant to the user;

generate a user interface based on the persona of the user, the user interface configured to display a list of the set of KPIs and interactive options for affecting components of the building to adjust the set of KPIs according to the persona of the user, the list providing graphics based on the set of KPIs and other KPI metrics;

present, to the user via the user interface, details of the set of KPIs displayed on the user interface including deviation from the KPI baselines and the historical KPI data, and the interactive options for affecting components of the building to adjust the set of KPIs displayed;

automatically adjust a setting of at least one component of the building that affects at least one of the set of KPIs in response to the one or more processors detecting a deviation from the KPI baselines or the historical KPI data by transmitting an electronic control signal from the one or more processors to the at least one component of the building, the electronic control signal causing the at least one component of the building to operate in accordance with the adjusted setting to affect a measurable state or condition measured by the plurality of sensors and reflected in the KPIs based on the building data received from the plurality of sensors; and

update, via the user interface, the details of the set of KPIs to include updated values of the set of KPIs resulting from operating the at least one component of the building using the adjusted setting.

2. The building system of claim 1 , wherein details of the set of KPIs displayed on the user interface include an identified area of the building for which the KPIs indicate the deviation from the KPI baselines or the historical KPI data.

3. The building system of claim 1 , wherein details of the set of KPIs displayed on the user interface include an identified time for which the set of KPIs indicate the deviation from the KPI baselines or the historical KPI data.

4. The building system of claim 1 , wherein details of the set of KPIs displayed on the user interface include identified factors causing the set of KPIs to deviate from the KPI baselines or the historical KPI data.

5. The building system of claim 1 , wherein the KPIs calculated based on the building data for a specific area of the building are normalized to the KPIs calculated based on the building data for the building.

6. The building system of claim 1 , wherein the set of KPIs relevant to the user is based on identification of the persona of the user from a list of possible personas, with each possible persona having a corresponding set of appropriate KPIs.

7. The building system of claim 1 , wherein the instructions cause the one or more processors to:

calculate the KPIs based on the building data for the plurality of areas within the building;

normalize the KPIs for the plurality of areas of the building;

compare the KPIs for the plurality of areas of the building; and

display the KPIs normalized for the plurality of areas of the building on the user interface.

8. The building system of claim 1 , wherein the user interface includes navigation to calculated analytics of the building, the analytics of the building indicating energy and equipment faults for the building.

9. The building system of claim 1 , wherein the KPIs based on the building data can be calculated for one or more specific time intervals.

10. The building system of claim 1 , wherein details of the set of KPIs displayed on the user interface include changes in the set of KPIs since a work order was completed so as to indicate improving or worsening of the set of KPIs.

11. A building system of a building, the building system comprising:

an enterprise management system, the enterprise management system comprising;

one or more memory devices configured to store instructions that, when executed by one or more processors, cause the one or more processors to:

receive enterprise data from a plurality of sensors in a plurality of areas of the building, the enterprise data indicating operation of the building;

calculate key performance indicators (KPIs) based on the enterprise data;

compare, to KPI baselines and historical KPI data, the KPIs based on the enterprise data;

identify, based on a set of user credentials, a user and a persona of the user;

determine, based on the persona of the user, a set of KPIs relevant to the user;

generate a user interface based on the persona of the user, the user interface configured to display the KPIs and interactive options for affecting components of the building to adjust the KPIs according to the persona of the user;

present, to the user via the user interface, details of the set of KPIs including deviation from the KPI baselines and the historical KPI data, and interactive options for affecting enterprise equipment to adjust the set of KPIs displayed;

automatically adjust a setting of at least one component of the building that affects at least one of the set of KPIs in response to the one or more processors detecting a deviation from the KPI baselines or the historical KPI data by transmitting an electronic control signal from the one or more processors to the at least one component of the building, the electronic control signal causing the at least one component of the building to operate in accordance with the adjusted setting to affect a measurable state or condition measured by the plurality of sensors and reflected in the KPIs based on the enterprise data received from the plurality of sensors; and

update, via the user interface, the details of the set of KPIs to include updated values of the set of KPIs resulting from operating the at least one component of the building using the adjusted setting.

12. The building system of claim 11 , wherein details of the set of KPIs displayed on the user interface include an identified area of the building for which the set of KPIs indicate the deviation from the KPI baselines or the historical KPI data.

13. The building system of claim 11 , wherein details of the set of KPIs displayed on the user interface include an identified time for which the set of KPIs indicate the deviation from the KPI baselines or the historical KPI data.

14. The building system of claim 11 , wherein details of the set of KPIs displayed on the user interface include identified factors causing the set of KPIs to deviate from the KPI baselines or the historical KPI data.

15. The building system of claim 11 , wherein the KPIs calculated based on the enterprise data for a specific area of the building are normalized to the KPIs calculated based on the enterprise data for the building.

16. The building system of claim 11 , wherein the set of KPIs relevant to the user is based on identification of the persona of the user from a list of possible personas, with each possible persona having a corresponding set of appropriate KPIs.

17. The building system of claim 11 , wherein the instructions cause the one or more processors to:

calculate the KPIs based on the enterprise data for the plurality of areas within the building;

normalize the KPIs for the plurality of areas of the building;

compare the KPIs for the plurality of areas of the building; and

display the KPIs normalized for the plurality of areas of the building on the user interface.

18. The building system of claim 11 , wherein the KPIs based on the enterprise data can be calculated for one or more specific time intervals.

19. The building system of claim 11 , wherein details of the set of KPIs displayed on the user interface include changes in the set of KPIs since a work order was completed so as to indicate improving or worsening of the KPIs.

20. A method of a building system of a building, the method comprising:

receiving, by a processing circuit, building data from a plurality of sensors within the building, the building data indicating operation of the building;

calculating, by the processing circuit, key performance indicators (KPIs) based on the building data;

comparing, by the processing circuit, to KPI baselines and historical KPI data, the KPIs based on the building data;

identifying, by the processing circuit, based on a set of user credentials, a user and a persona of the user;

determining, by the processing circuit, based on the persona of the user, a set of KPIs relevant to the user;

generating, by the processing circuit, a user interface based on the persona of the user, the user interface configured to display select KPIs and interactive options for affecting components of the building to adjust the select KPIs according to the persona of the user;

presenting, by the processing circuit and via the user interface, details of the set of KPIs displayed on the user interface including deviation from the KPI baselines and the historical KPI data, and interactive options for affecting components of the building to adjust the set of KPIs displayed;

automatically adjusting a setting of at least one component of the building that affects at least one of the set of KPIs in response to the one or more processors detecting a deviation from the KPI baselines or the historical KPI data by transmitting an electronic control signal from the processing circuit to the at least one component of the building, the electronic control signal causing the at least one component of the building to operate in accordance with the adjusted setting to affect a measurable state or condition measured by the plurality of sensors and reflected in the KPIs based on the building data received from the plurality of sensors; and

updating, by the processing circuit and via the user interface, the details of the set of KPIs to include updated values of the set of KPIs resulting from operating the at least one component of the building using the adjusted setting.

Assignments (3)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 9, 2024
From: JOHNSON CONTROLS TYCO IP HOLDINGS LLP
To: TYCO FIRE & SECURITY GMBH
Reel/Frame 067056/0552 →
NUNC PRO TUNC ASSIGNMENT Recorded Feb 4, 2022
From: JOHNSON CONTROLS TECHNOLOGY COMPANY
To: JOHNSON CONTROLS TYCO IP HOLDINGS LLP
Reel/Frame 058959/0764 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 7, 2020
From: BHATTACHARYA, SUBRATA; WAGHMARE, TULSHIRAM
To: JOHNSON CONTROLS TECHNOLOGY COMPANY
Reel/Frame 053138/0108 →
Continuity (2)
Provisional Application 62792347 · Jan 14, 2019
Related Publication 20200226525A1 · Jul 16, 2020
References Cited (400)
US 5301109A · Landauer et al. · 1994 [cited by applicant]
US 5446677A · Jensen et al. · 1995 [cited by applicant]
US 5581478A · Cruse et al. · 1996 [cited by applicant]
US 5812962A · Kovac · 1998 [cited by applicant]
US 5960381A · Singers et al. · 1999 [cited by applicant]
US 5973662A · Singers et al. · 1999 [cited by applicant]
US 6014612A · Larson et al. · 2000 [cited by applicant]
US 6031547A · Kennedy · 2000 [cited by applicant]
US 6134511A · Subbarao · 2000 [cited by applicant]
US 6157943A · Meyer · 2000 [cited by applicant]
US 6285966B1 · Brown et al. · 2001 [cited by applicant]
US 6363422B1 · Hunter et al. · 2002 [cited by applicant]
US 6385510B1 · Hoog et al. · 2002 [cited by applicant]
US 6389331B1 · Jensen et al. · 2002 [cited by applicant]
US 6401027B1 · Xu et al. · 2002 [cited by applicant]
US 6437691B1 · Sandelman et al. · 2002 [cited by applicant]
US 6477518B1 · Li et al. · 2002 [cited by applicant]
US 6487457B1 · Hull et al. · 2002 [cited by applicant]
US 6493755B1 · Hansen et al. · 2002 [cited by applicant]
US 6577323B1 · Jamieson et al. · 2003 [cited by applicant]
US 6626366B2 · Kayahara et al. · 2003 [cited by applicant]
US 6646660B1 · Patty · 2003 [cited by applicant]
US 6704016B1 · Oliver et al. · 2004 [cited by applicant]
US 6732540B2 · Sugihara et al. · 2004 [cited by applicant]
US 6764019B1 · Kayahara et al. · 2004 [cited by applicant]
US 6782385B2 · Natsumeda et al. · 2004 [cited by applicant]
US 6813532B2 · Eryurek et al. · 2004 [cited by applicant]
US 6816811B2 · Seem · 2004 [cited by applicant]
US 6823680B2 · Jayanth · 2004 [cited by applicant]
US 6826454B2 · Sulfstede · 2004 [cited by applicant]
US 6865511B2 · Frerichs et al. · 2005 [cited by applicant]
US 6925338B2 · Eryurek et al. · 2005 [cited by applicant]
US 6986138B1 · Sakaguchi et al. · 2006 [cited by applicant]
US 7031880B1 · Seem et al. · 2006 [cited by applicant]
US 7401057B2 · Eder · 2008 [cited by applicant]
US 7552467B2 · Lindsay · 2009 [cited by applicant]
US 7627544B2 · Chkodrov et al. · 2009 [cited by applicant]
US 7818249B2 · Lovejoy et al. · 2010 [cited by applicant]
US 7889051B1 · Billig et al. · 2011 [cited by applicant]
US 7996488B1 · Casabella et al. · 2011 [cited by applicant]
US 8078330B2 · Brickfield et al. · 2011 [cited by applicant]
US 8104044B1 · Scofield et al. · 2012 [cited by applicant]
US 8229470B1 · Ranjan et al. · 2012 [cited by applicant]
US 8401991B2 · Wu et al. · 2013 [cited by applicant]
US 8495745B1 · Schrecker et al. · 2013 [cited by applicant]
US 8516016B2 · Park et al. · 2013 [cited by applicant]
US 8532808B2 · Drees et al. · 2013 [cited by applicant]
US 8532839B2 · Drees et al. · 2013 [cited by applicant]
US 8600556B2 · Nesler et al. · 2013 [cited by applicant]
US 8635182B2 · Mackay · 2014 [cited by applicant]
US 8682921B2 · Park et al. · 2014 [cited by applicant]
US 8731724B2 · Drees et al. · 2014 [cited by applicant]
US 8737334B2 · Ahn et al. · 2014 [cited by applicant]
US 8738334B2 · Jiang et al. · 2014 [cited by applicant]
US 8751487B2 · Byrne et al. · 2014 [cited by applicant]
US 8788097B2 · Drees et al. · 2014 [cited by applicant]
US 8805995B1 · Oliver · 2014 [cited by applicant]
US 8843238B2 · Wenzel et al. · 2014 [cited by applicant]
US 8874071B2 · Sherman et al. · 2014 [cited by applicant]
US 8941465B2 · Pineau et al. · 2015 [cited by applicant]
US 8990127B2 · Taylor · 2015 [cited by applicant]
US 9070113B2 · Shafiee et al. · 2015 [cited by applicant]
US 9116978B2 · Park et al. · 2015 [cited by applicant]
US 9185095B1 · Moritz et al. · 2015 [cited by applicant]
US 9189527B2 · Park et al. · 2015 [cited by applicant]
US 9196009B2 · Drees et al. · 2015 [cited by applicant]
US 9229966B2 · Aymeloglu et al. · 2016 [cited by applicant]
US 9286582B2 · Drees et al. · 2016 [cited by applicant]
US 9311807B2 · Schultz et al. · 2016 [cited by applicant]
US 9344751B1 · Ream et al. · 2016 [cited by applicant]
US 9354968B2 · Wenzel et al. · 2016 [cited by applicant]
US 9507686B2 · Horn et al. · 2016 [cited by applicant]
US 9524594B2 · Ouyang et al. · 2016 [cited by applicant]
US 9558196B2 · Johnston et al. · 2017 [cited by applicant]
US 9652813B2 · Gifford et al. · 2017 [cited by applicant]
US 9753455B2 · Drees · 2017 [cited by applicant]
US 9811249B2 · Chen et al. · 2017 [cited by applicant]
US 9838844B2 · Emeis et al. · 2017 [cited by applicant]
US 9886478B2 · Mukherjee · 2018 [cited by applicant]
US 9948359B2 · Horton · 2018 [cited by applicant]
US 10055114B2 · Shah et al. · 2018 [cited by applicant]
US 10055206B2 · Park et al. · 2018 [cited by applicant]
US 10116461B2 · Fairweather et al. · 2018 [cited by applicant]
US 10169454B2 · Ait-Mokhtar et al. · 2019 [cited by applicant]
US 10171586B2 · Shaashua et al. · 2019 [cited by applicant]
US 10187258B2 · Nagesh et al. · 2019 [cited by applicant]
US 10514963B2 · Shrivastava et al. · 2019 [cited by applicant]
US 10515098B2 · Park et al. · 2019 [cited by applicant]
US 10534326B2 · Sridharan et al. · 2020 [cited by applicant]
US 10536295B2 · Fairweather et al. · 2020 [cited by applicant]
US 10705492B2 · Harvey · 2020 [cited by applicant]
US 10708078B2 · Harvey · 2020 [cited by applicant]
US 10845771B2 · Harvey · 2020 [cited by applicant]
US 10854194B2 · Park et al. · 2020 [cited by applicant]
US 10862928B1 · Badawy et al. · 2020 [cited by applicant]
US 10921760B2 · Harvey · 2021 [cited by applicant]
US 10921972B2 · Park et al. · 2021 [cited by applicant]
US 10969133B2 · Harvey · 2021 [cited by applicant]
US 10986121B2 · Stockdale et al. · 2021 [cited by applicant]
US 11016998B2 · Park et al. · 2021 [cited by applicant]
US 11024292B2 · Park et al. · 2021 [cited by applicant]
US 11038709B2 · Park et al. · 2021 [cited by applicant]
US 11070390B2 · Park et al. · 2021 [cited by applicant]
US 11073976B2 · Park et al. · 2021 [cited by applicant]
US 11108587B2 · Park et al. · 2021 [cited by applicant]
US 11113295B2 · Park et al. · 2021 [cited by applicant]
US 11229138B1 · Harvey et al. · 2022 [cited by applicant]
US 11314726B2 · Park et al. · 2022 [cited by applicant]
US 11314788B2 · Park et al. · 2022 [cited by applicant]
US 20020010562A1 · Schleiss et al. · 2002 [cited by applicant]
US 20020016639A1 · Smith et al. · 2002 [cited by applicant]
US 20020059229A1 · Natsumeda et al. · 2002 [cited by applicant]
US 20020123864A1 · Eryurek et al. · 2002 [cited by applicant]
US 20020147506A1 · Eryurek et al. · 2002 [cited by applicant]
US 20020177909A1 · Fu et al. · 2002 [cited by applicant]
US 20030005486A1 · Ridolfo et al. · 2003 [cited by applicant]
US 20030014130A1 · Grumelart · 2003 [cited by applicant]
US 20030073432A1 · Meade, II · 2003 [cited by applicant]
US 20030158704A1 · Triginai et al. · 2003 [cited by applicant]
US 20030171851A1 · Brickfield et al. · 2003 [cited by applicant]
US 20030200059A1 · Ignatowski et al. · 2003 [cited by applicant]
US 20040068390A1 · Saunders · 2004 [cited by applicant]
US 20040128314A1 · Katibah et al. · 2004 [cited by applicant]
US 20040133314A1 · Ehlers et al. · 2004 [cited by applicant]
US 20040199360A1 · Friman et al. · 2004 [cited by applicant]
US 20050055308A1 · Meyer et al. · 2005 [cited by applicant]
US 20050108262A1 · Fawcett et al. · 2005 [cited by applicant]
US 20050154494A1 · Ahmed · 2005 [cited by applicant]
US 20050278703A1 · Lo et al. · 2005 [cited by applicant]
US 20050283337A1 · Sayal · 2005 [cited by applicant]
US 20060095521A1 · Patinkin · 2006 [cited by applicant]
US 20060140207A1 · Eschbach et al. · 2006 [cited by applicant]
US 20060184479A1 · Levine · 2006 [cited by applicant]
US 20060200476A1 · Gottumukkala et al. · 2006 [cited by applicant]
US 20060265751A1 · Cosquer et al. · 2006 [cited by applicant]
US 20060271589A1 · Horowitz et al. · 2006 [cited by applicant]
US 20070028179A1 · Levin et al. · 2007 [cited by applicant]
US 20070203693A1 · Estes · 2007 [cited by applicant]
US 20070261062A1 · Bansal et al. · 2007 [cited by applicant]
US 20070273497A1 · Kuroda et al. · 2007 [cited by applicant]
US 20070273610A1 · Baillot · 2007 [cited by applicant]
US 20080034425A1 · Overcash et al. · 2008 [cited by applicant]
US 20080094230A1 · Mock et al. · 2008 [cited by applicant]
US 20080097816A1 · Freire et al. · 2008 [cited by applicant]
US 20080186160A1 · Kim et al. · 2008 [cited by applicant]
US 20080249756A1 · Chaisuparasmikul · 2008 [cited by applicant]
US 20080252723A1 · Park · 2008 [cited by applicant]
US 20080281472A1 · Podgorny et al. · 2008 [cited by applicant]
US 20090177663A1 · Hulaj · 2009 [cited by examiner]
US 20090195349A1 · Frader-Thompson et al. · 2009 [cited by applicant]
US 20100045439A1 · Tak et al. · 2010 [cited by applicant]
US 20100058248A1 · Park · 2010 [cited by applicant]
US 20100131533A1 · Ortiz · 2010 [cited by applicant]
US 20100274366A1 · Fata et al. · 2010 [cited by applicant]
US 20100281387A1 · Holland et al. · 2010 [cited by applicant]
US 20100286937A1 · Hedley · 2010 [cited by examiner]
US 20100324962A1 · Nesler · 2010 [cited by examiner]
US 20110004350A1 · Cheifetz · 2011 [cited by examiner]
US 20110015802A1 · Imes · 2011 [cited by applicant]
US 20110047418A1 · Drees · 2011 [cited by examiner]
US 20110061015A1 · Drees et al. · 2011 [cited by applicant]
US 20110071685A1 · Huneycutt et al. · 2011 [cited by applicant]
US 20110077950A1 · Hughston · 2011 [cited by applicant]
US 20110087650A1 · Mackay et al. · 2011 [cited by applicant]
US 20110087988A1 · Ray et al. · 2011 [cited by applicant]
US 20110088000A1 · Mackay · 2011 [cited by applicant]
US 20110125737A1 · Pothering et al. · 2011 [cited by applicant]
US 20110137853A1 · Mackay · 2011 [cited by applicant]
US 20110153603A1 · Adiba et al. · 2011 [cited by applicant]
US 20110154363A1 · Karmarkar · 2011 [cited by applicant]
US 20110157357A1 · Weisensale et al. · 2011 [cited by applicant]
US 20110178977A1 · Drees · 2011 [cited by applicant]
US 20110191343A1 · Heaton et al. · 2011 [cited by applicant]
US 20110205022A1 · Cavallaro et al. · 2011 [cited by applicant]
US 20110218777A1 · Chen et al. · 2011 [cited by applicant]
US 20120011126A1 · Park et al. · 2012 [cited by applicant]
US 20120011141A1 · Park et al. · 2012 [cited by applicant]
US 20120022698A1 · Mackay · 2012 [cited by applicant]
US 20120062577A1 · Nixon · 2012 [cited by applicant]
US 20120064923A1 · Imes et al. · 2012 [cited by applicant]
US 20120083930A1 · Ilic et al. · 2012 [cited by applicant]
US 20120100825A1 · Sherman et al. · 2012 [cited by applicant]
US 20120101637A1 · Imes et al. · 2012 [cited by applicant]
US 20120135759A1 · Imes et al. · 2012 [cited by applicant]
US 20120136485A1 · Weber et al. · 2012 [cited by applicant]
US 20120158633A1 · Eder · 2012 [cited by applicant]
US 20120259583A1 · Noboa et al. · 2012 [cited by applicant]
US 20120272228A1 · Marndi et al. · 2012 [cited by applicant]
US 20120278051A1 · Jiang et al. · 2012 [cited by applicant]
US 20130007063A1 · Kalra et al. · 2013 [cited by applicant]
US 20130038430A1 · Blower et al. · 2013 [cited by applicant]
US 20130038707A1 · Cunningham et al. · 2013 [cited by applicant]
US 20130060820A1 · Bulusu et al. · 2013 [cited by applicant]
US 20130086497A1 · Ambuhl et al. · 2013 [cited by applicant]
US 20130097706A1 · Titonis et al. · 2013 [cited by applicant]
US 20130103221A1 · Raman et al. · 2013 [cited by applicant]
US 20130167035A1 · Imes et al. · 2013 [cited by applicant]
US 20130170710A1 · Kuoch et al. · 2013 [cited by applicant]
US 20130204836A1 · Choi et al. · 2013 [cited by applicant]
US 20130246916A1 · Reimann et al. · 2013 [cited by applicant]
US 20130247205A1 · Schrecker et al. · 2013 [cited by applicant]
US 20130262035A1 · Mills · 2013 [cited by applicant]
US 20130275174A1 · Bennett et al. · 2013 [cited by applicant]
US 20130275908A1 · Reichard · 2013 [cited by applicant]
US 20130297050A1 · Reichard et al. · 2013 [cited by applicant]
US 20130298244A1 · Kumar et al. · 2013 [cited by applicant]
US 20130331995A1 · Rosen · 2013 [cited by applicant]
US 20140032506A1 · Hoey et al. · 2014 [cited by applicant]
US 20140059483A1 · Mairs et al. · 2014 [cited by applicant]
US 20140081652A1 · Klindworth · 2014 [cited by applicant]
US 20140135952A1 · Maehara · 2014 [cited by applicant]
US 20140152651A1 · Chen et al. · 2014 [cited by applicant]
US 20140172184A1 · Schmidt et al. · 2014 [cited by applicant]
US 20140189861A1 · Gupta et al. · 2014 [cited by applicant]
US 20140207282A1 · Angle et al. · 2014 [cited by applicant]
US 20140258052A1 · Khuti et al. · 2014 [cited by applicant]
US 20140269614A1 · Maguire et al. · 2014 [cited by applicant]
US 20140277765A1 · Karimi et al. · 2014 [cited by applicant]
US 20140278461A1 · Artz · 2014 [cited by applicant]
US 20140327555A1 · Sager et al. · 2014 [cited by applicant]
US 20140336786A1 · Asenjo · 2014 [cited by examiner]
US 20140358645A1 · Ehrman · 2014 [cited by examiner]
US 20150019174A1 · Kiff et al. · 2015 [cited by applicant]
US 20150042240A1 · Aggarwal et al. · 2015 [cited by applicant]
US 20150105917A1 · Sasaki et al. · 2015 [cited by applicant]
US 20150145468A1 · Ma et al. · 2015 [cited by applicant]
US 20150156031A1 · Fadell et al. · 2015 [cited by applicant]
US 20150168931A1 · Jin · 2015 [cited by applicant]
US 20150172300A1 · Cochenour · 2015 [cited by applicant]
US 20150178421A1 · Borrelli et al. · 2015 [cited by applicant]
US 20150185261A1 · Frader-Thompson et al. · 2015 [cited by applicant]
US 20150186777A1 · Lecue et al. · 2015 [cited by applicant]
US 20150202962A1 · Habashima et al. · 2015 [cited by applicant]
US 20150204563A1 · Imes et al. · 2015 [cited by applicant]
US 20150235267A1 · Steube et al. · 2015 [cited by applicant]
US 20150241895A1 · Lu et al. · 2015 [cited by applicant]
US 20150244730A1 · Vu et al. · 2015 [cited by applicant]
US 20150244732A1 · Golshan et al. · 2015 [cited by applicant]
US 20150261863A1 · Dey et al. · 2015 [cited by applicant]
US 20150263900A1 · Polyakov et al. · 2015 [cited by applicant]
US 20150286969A1 · Warner et al. · 2015 [cited by applicant]
US 20150295796A1 · Hsiao et al. · 2015 [cited by applicant]
US 20150304193A1 · Ishii et al. · 2015 [cited by applicant]
US 20150316918A1 · Schleiss et al. · 2015 [cited by applicant]
US 20150324422A1 · Elder · 2015 [cited by applicant]
US 20150341212A1 · Hsiao et al. · 2015 [cited by applicant]
US 20150348417A1 · Ignaczak et al. · 2015 [cited by applicant]
US 20150370927A1 · Flaherty · 2015 [cited by examiner]
US 20150379080A1 · Jochimski · 2015 [cited by applicant]
US 20160011753A1 · Mcfarland et al. · 2016 [cited by applicant]
US 20160033946A1 · Zhu et al. · 2016 [cited by applicant]
US 20160035246A1 · Curtis · 2016 [cited by applicant]
US 20160065601A1 · Gong et al. · 2016 [cited by applicant]
US 20160070736A1 · Swan et al. · 2016 [cited by applicant]
US 20160078229A1 · Gong et al. · 2016 [cited by applicant]
US 20160090839A1 · Stolarczyk · 2016 [cited by applicant]
US 20160119434A1 · Dong et al. · 2016 [cited by applicant]
US 20160127712A1 · Alfredsson et al. · 2016 [cited by applicant]
US 20160139752A1 · Shim et al. · 2016 [cited by applicant]
US 20160163186A1 · Davidson et al. · 2016 [cited by applicant]
US 20160170390A1 · Xie et al. · 2016 [cited by applicant]
US 20160171862A1 · Das et al. · 2016 [cited by applicant]
US 20160173816A1 · Huenerfauth et al. · 2016 [cited by applicant]
US 20160179315A1 · Sarao et al. · 2016 [cited by applicant]
US 20160179342A1 · Sarao et al. · 2016 [cited by applicant]
US 20160179990A1 · Sarao et al. · 2016 [cited by applicant]
US 20160195856A1 · Spero · 2016 [cited by applicant]
US 20160212165A1 · Singla et al. · 2016 [cited by applicant]
US 20160239660A1 · Azvine et al. · 2016 [cited by applicant]
US 20160239756A1 · Aggour et al. · 2016 [cited by applicant]
US 20160274553A1 · Strohmenger · 2016 [cited by examiner]
US 20160313023A1 · Przybylski · 2016 [cited by examiner]
US 20160313751A1 · Risbeck et al. · 2016 [cited by applicant]
US 20160313752A1 · Przybylski · 2016 [cited by applicant]
US 20160313902A1 · Hill et al. · 2016 [cited by applicant]
US 20160350364A1 · Anicic et al. · 2016 [cited by applicant]
US 20160357828A1 · Tobin et al. · 2016 [cited by applicant]
US 20160358432A1 · Branscomb et al. · 2016 [cited by applicant]
US 20160363336A1 · Roth et al. · 2016 [cited by applicant]
US 20160370258A1 · Perez · 2016 [cited by applicant]
US 20160378306A1 · Kresl et al. · 2016 [cited by applicant]
US 20160379326A1 · Chan-Gove et al. · 2016 [cited by applicant]
US 20170006135A1 · Siebel · 2017 [cited by applicant]
US 20170011318A1 · Vigano et al. · 2017 [cited by applicant]
US 20170017221A1 · Lamparter et al. · 2017 [cited by applicant]
US 20170039255A1 · Raj et al. · 2017 [cited by applicant]
US 20170052536A1 · Warner · 2017 [cited by examiner]
US 20170053441A1 · Nadumane et al. · 2017 [cited by applicant]
US 20170063894A1 · Muddu et al. · 2017 [cited by applicant]
US 20170068409A1 · Nair · 2017 [cited by applicant]
US 20170070775A1 · Taxier et al. · 2017 [cited by applicant]
US 20170075984A1 · Deshpande et al. · 2017 [cited by applicant]
US 20170076263A1 · Bentz · 2017 [cited by examiner]
US 20170084168A1 · Janchookiat · 2017 [cited by applicant]
US 20170090437A1 · Veeramani et al. · 2017 [cited by applicant]
US 20170093700A1 · Gilley et al. · 2017 [cited by applicant]
US 20170098086A1 · Hoernecke et al. · 2017 [cited by applicant]
US 20170103327A1 · Penilla et al. · 2017 [cited by applicant]
US 20170103403A1 · Chu et al. · 2017 [cited by applicant]
US 20170123389A1 · Baez et al. · 2017 [cited by applicant]
US 20170134415A1 · Muddu et al. · 2017 [cited by applicant]
US 20170177715A1 · Chang et al. · 2017 [cited by applicant]
US 20170180147A1 · Brandman et al. · 2017 [cited by applicant]
US 20170188216A1 · Koskas et al. · 2017 [cited by applicant]
US 20170212482A1 · Boettcher et al. · 2017 [cited by applicant]
US 20170212668A1 · Shah et al. · 2017 [cited by applicant]
US 20170220641A1 · Chi et al. · 2017 [cited by applicant]
US 20170230930A1 · Frey · 2017 [cited by applicant]
US 20170235817A1 · Deodhar et al. · 2017 [cited by applicant]
US 20170251182A1 · Siminoff et al. · 2017 [cited by applicant]
US 20170270124A1 · Nagano et al. · 2017 [cited by applicant]
US 20170277769A1 · Pasupathy et al. · 2017 [cited by applicant]
US 20170278003A1 · Liu · 2017 [cited by applicant]
US 20170294132A1 · Colmenares · 2017 [cited by applicant]
US 20170315522A1 · Kwon et al. · 2017 [cited by applicant]
US 20170315697A1 · Jacobson et al. · 2017 [cited by applicant]
US 20170322534A1 · Sinha et al. · 2017 [cited by applicant]
US 20170323389A1 · Vavrasek · 2017 [cited by applicant]
US 20170329289A1 · Kohn et al. · 2017 [cited by applicant]
US 20170329499A1 · Rauschenbach · 2017 [cited by examiner]
US 20170336770A1 · Macmillan · 2017 [cited by applicant]
US 20170345287A1 · Fuller et al. · 2017 [cited by applicant]
US 20170351957A1 · Lecue et al. · 2017 [cited by applicant]
US 20170357225A1 · Asp et al. · 2017 [cited by applicant]
US 20170357490A1 · Park et al. · 2017 [cited by applicant]
US 20170357908A1 · Cabadi et al. · 2017 [cited by applicant]
US 20180012159A1 · Kozloski et al. · 2018 [cited by applicant]
US 20180013579A1 · Fairweather et al. · 2018 [cited by applicant]
US 20180024520A1 · Sinha et al. · 2018 [cited by applicant]
US 20180039238A1 · Gärtner et al. · 2018 [cited by applicant]
US 20180048485A1 · Pelton et al. · 2018 [cited by applicant]
US 20180069932A1 · Tiwari et al. · 2018 [cited by applicant]
US 20180102954A1 · Schubert · 2018 [cited by examiner]
US 20180114140A1 · Chen et al. · 2018 [cited by applicant]
US 20180123909A1 · Venkitapathi · 2018 [cited by examiner]
US 20180137288A1 · Polyakov · 2018 [cited by applicant]
US 20180157930A1 · Rutschman et al. · 2018 [cited by applicant]
US 20180162400A1 · Abdar · 2018 [cited by applicant]
US 20180176241A1 · Manadhata et al. · 2018 [cited by applicant]
US 20180196402A1 · Glaser · 2018 [cited by examiner]
US 20180198627A1 · Mullins · 2018 [cited by applicant]
US 20180203961A1 · Aisu et al. · 2018 [cited by applicant]
US 20180231967A1 · Cohen · 2018 [cited by examiner]
US 20180239982A1 · Rutschman et al. · 2018 [cited by applicant]
US 20180275625A1 · Park et al. · 2018 [cited by applicant]
US 20180276962A1 · Butler et al. · 2018 [cited by applicant]
US 20180292797A1 · Lamparter et al. · 2018 [cited by applicant]
US 20180293038A1 · Meruva · 2018 [cited by examiner]
US 20180336785A1 · Ghannam et al. · 2018 [cited by applicant]
US 20180359111A1 · Harvey · 2018 [cited by applicant]
US 20180364654A1 · Locke et al. · 2018 [cited by applicant]
US 20180373234A1 · Khalate · 2018 [cited by examiner]
US 20190005025A1 · Malabarba · 2019 [cited by applicant]
US 20190013023A1 · Pourmohammad et al. · 2019 [cited by applicant]
US 20190025771A1 · Park et al. · 2019 [cited by applicant]
US 20190037135A1 · Hedge · 2019 [cited by applicant]
US 20190042988A1 · Brown et al. · 2019 [cited by applicant]
US 20190088106A1 · Grundstrom · 2019 [cited by applicant]
US 20190094824A1 · Xie et al. · 2019 [cited by applicant]
US 20190096217A1 · Pourmohammad et al. · 2019 [cited by applicant]
US 20190102840A1 · Perl et al. · 2019 [cited by applicant]
US 20190138512A1 · Pourmohammad et al. · 2019 [cited by applicant]
US 20190146431A1 · Nayak · 2019 [cited by examiner]
US 20190147883A1 · Mellenthin et al. · 2019 [cited by applicant]
US 20190158309A1 · Park et al. · 2019 [cited by applicant]
US 20190163152A1 · Worrall et al. · 2019 [cited by applicant]
US 20190163213A1 · Ostrye · 2019 [cited by examiner]
US 20190268178A1 · Fairweather et al. · 2019 [cited by applicant]
US 20190310979A1 · Masuzaki et al. · 2019 [cited by applicant]
US 20200084119A1 · Zackariya · 2020 [cited by examiner]
US 20200226156A1 · Borra et al. · 2020 [cited by applicant]
US 20200226524A1 · Bhattacharya · 2020 [cited by examiner]
US 20200285203A1 · Thakur · 2020 [cited by examiner]
US 20210042299A1 · Migliori · 2021 [cited by applicant]
US 20210165696A1 · Shrivastava · 2021 [cited by examiner]
US 20210381711A1 · Harvey et al. · 2021 [cited by applicant]
US 20210381712A1 · Harvey et al. · 2021 [cited by applicant]
US 20210382445A1 · Harvey et al. · 2021 [cited by applicant]
US 20210383041A1 · Harvey et al. · 2021 [cited by applicant]
US 20210383042A1 · Harvey et al. · 2021 [cited by applicant]
US 20210383200A1 · Harvey et al. · 2021 [cited by applicant]
US 20210383219A1 · Harvey et al. · 2021 [cited by applicant]
US 20210383235A1 · Harvey et al. · 2021 [cited by applicant]
US 20210383236A1 · Harvey et al. · 2021 [cited by applicant]
US 20220066402A1 · Harvey et al. · 2022 [cited by applicant]
US 20220066405A1 · Harvey · 2022 [cited by applicant]
US 20220066432A1 · Harvey et al. · 2022 [cited by applicant]
US 20220066434A1 · Harvey et al. · 2022 [cited by applicant]
US 20220066528A1 · Harvey et al. · 2022 [cited by applicant]
US 20220066722A1 · Harvey et al. · 2022 [cited by applicant]
US 20220066754A1 · Harvey et al. · 2022 [cited by applicant]
US 20220066761A1 · Harvey et al. · 2022 [cited by applicant]
US 20220067226A1 · Harvey et al. · 2022 [cited by applicant]
US 20220067227A1 · Harvey et al. · 2022 [cited by applicant]
US 20220067230A1 · Harvey et al. · 2022 [cited by applicant]
US 20220069863A1 · Harvey et al. · 2022 [cited by applicant]
US 20220070293A1 · Harvey et al. · 2022 [cited by applicant]
US 20220138684A1 · Harvey · 2022 [cited by applicant]
US 20220215264A1 · Harvey et al. · 2022 [cited by applicant]
US 20230010757A1 · Preciado · 2023 [cited by applicant]
Cited By (1)
US 1,122,938