WO2015013677A3 - Total property optimization system for energy efficiency and smart buildings - Google Patents

Total property optimization system for energy efficiency and smart buildings Download PDF

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Publication number
WO2015013677A3
WO2015013677A3 PCT/US2014/048296 US2014048296W WO2015013677A3 WO 2015013677 A3 WO2015013677 A3 WO 2015013677A3 US 2014048296 W US2014048296 W US 2014048296W WO 2015013677 A3 WO2015013677 A3 WO 2015013677A3
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WO
WIPO (PCT)
Prior art keywords
data
energy efficiency
optimization system
smart buildings
property optimization
Prior art date
Application number
PCT/US2014/048296
Other languages
French (fr)
Other versions
WO2015013677A2 (en
Inventor
Roger N. Anderson
Albert Boulanger
Vaibhav Bhandari
Eugene BONIBERGER
Ashish GAGNEJA
John Gilbert
Arthur Kressner
Ashwath RAJAN
David Solomon
Jessica FORDE
Leon L. Wu
Vivek RATHOD
Kevin MORENSKI
Hooshmand SHOKRI
Original Assignee
The Trustees Of Columbia University In The City Of New York
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by The Trustees Of Columbia University In The City Of New York filed Critical The Trustees Of Columbia University In The City Of New York
Publication of WO2015013677A2 publication Critical patent/WO2015013677A2/en
Publication of WO2015013677A3 publication Critical patent/WO2015013677A3/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/16—Real estate
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply

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  • Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Water Supply & Treatment (AREA)
  • Public Health (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Air Conditioning Control Device (AREA)

Abstract

Techniques for managing one or more buildings, including collecting historical building data, real-time building data, historical exogenous data, and real-time exogenous data and receiving the collected data at an adaptive stochastic controller. The adaptive stochastic controller can generate at least one predicted condition with a predictive model. The adaptive stochastic controller can generate one or more executable recommendations based on at least the predicted conditions and one or more performance measurements corresponding to the executable recommendations.
PCT/US2014/048296 2013-07-26 2014-07-25 Total property optimization system for energy efficiency and smart buildings WO2015013677A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201361858905P 2013-07-26 2013-07-26
US61/858,905 2013-07-26

Publications (2)

Publication Number Publication Date
WO2015013677A2 WO2015013677A2 (en) 2015-01-29
WO2015013677A3 true WO2015013677A3 (en) 2015-11-26

Family

ID=52393994

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2014/048296 WO2015013677A2 (en) 2013-07-26 2014-07-25 Total property optimization system for energy efficiency and smart buildings

Country Status (1)

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WO (1) WO2015013677A2 (en)

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9851727B2 (en) 2015-05-28 2017-12-26 Carrier Corporation Coordinated control of HVAC system using aggregated system demand
US10935275B2 (en) 2015-05-29 2021-03-02 Carrier Corporation HVAC system thermal recovery
CN107743569B (en) 2015-06-08 2021-07-23 开利公司 HVAC system start/stop control
FR3056706A1 (en) * 2016-09-27 2018-03-30 Electricite De France SELF-ADAPTIVE SELF-PARAMETERING METHOD OF A HEATING AND HOT WATER PRODUCTION SYSTEM
US11561536B2 (en) 2017-08-24 2023-01-24 Carrier Corporation Building health assessment and commissioning tool with dynamic report generation
US10660241B2 (en) 2017-09-06 2020-05-19 Vertiv Corporation Cooling unit energy optimization via smart supply air temperature setpoint control
CN111670448B (en) * 2017-12-28 2024-08-13 道达尔太阳能国际公司 Multi-autonomous shared machine learning method for real-time battery operation mode prediction and control
CN111221867B (en) * 2018-11-25 2023-08-22 星际空间（天津）科技发展有限公司 Protective building information management system
US20210065319A1 (en) * 2019-08-29 2021-03-04 Ility.Com Llc Property resource rights management systems and methods
US11769099B2 (en) 2020-01-20 2023-09-26 Honeywell International Inc. Apparatuses, computer-implemented methods, and computer program products for improved monitored building environment monitoring and scoring
US20210225529A1 (en) * 2020-01-20 2021-07-22 Honeywell International, Inc. Apparatuses, computer-implemented methods, and computer program products for improved monitored building environment monitoring and scoring
CN113821646A (en) * 2021-11-19 2021-12-21 达而观科技(北京)有限公司 Intelligent patent similarity searching method and device based on semantic retrieval

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120042030A1 (en) * 2010-08-12 2012-02-16 International Business Machines Corporation High availability management system for stateless components in a distributed master-slave component topology
US20120143356A1 (en) * 2010-09-02 2012-06-07 Pepperdash Technology Corporation Automated facilities management system
US20120232701A1 (en) * 2011-03-07 2012-09-13 Raphael Carty Systems and methods for optimizing energy and resource management for building systems
US20120316695A1 (en) * 2011-06-07 2012-12-13 Fujitsu Limited System and Method for Managing Power Consumption
WO2013043863A1 (en) * 2011-09-20 2013-03-28 The Trustees Of Columbia University In The City Of New York Adaptive stochastic controller for energy efficiency and smart buildings

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120042030A1 (en) * 2010-08-12 2012-02-16 International Business Machines Corporation High availability management system for stateless components in a distributed master-slave component topology
US20120143356A1 (en) * 2010-09-02 2012-06-07 Pepperdash Technology Corporation Automated facilities management system
US20120232701A1 (en) * 2011-03-07 2012-09-13 Raphael Carty Systems and methods for optimizing energy and resource management for building systems
US20120316695A1 (en) * 2011-06-07 2012-12-13 Fujitsu Limited System and Method for Managing Power Consumption
WO2013043863A1 (en) * 2011-09-20 2013-03-28 The Trustees Of Columbia University In The City Of New York Adaptive stochastic controller for energy efficiency and smart buildings

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