EP4104016A4 - Modélisation prédictive pour fenêtres à changement de teinte - Google Patents

Modélisation prédictive pour fenêtres à changement de teinte

Info

Publication number
EP4104016A4
EP4104016A4 EP21754072.3A EP21754072A EP4104016A4 EP 4104016 A4 EP4104016 A4 EP 4104016A4 EP 21754072 A EP21754072 A EP 21754072A EP 4104016 A4 EP4104016 A4 EP 4104016A4
Authority
EP
European Patent Office
Prior art keywords
predictive modeling
tintable windows
tintable
windows
predictive
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
EP21754072.3A
Other languages
German (de)
English (en)
Other versions
EP4104016A1 (fr
Inventor
Jack Kendrick Rasmus-Vorrath
Nidhi Satyacharan Tiwari
Nitin Khanna
See Wai Fu
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
View Inc
Original Assignee
View Inc
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 View Inc filed Critical View Inc
Publication of EP4104016A1 publication Critical patent/EP4104016A1/fr
Publication of EP4104016A4 publication Critical patent/EP4104016A4/fr
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/048—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators using a predictor
    • E—FIXED CONSTRUCTIONS
    • E06—DOORS, WINDOWS, SHUTTERS, OR ROLLER BLINDS IN GENERAL; LADDERS
    • E06B—FIXED OR MOVABLE CLOSURES FOR OPENINGS IN BUILDINGS, VEHICLES, FENCES OR LIKE ENCLOSURES IN GENERAL, e.g. DOORS, WINDOWS, BLINDS, GATES
    • E06B3/00—Window sashes, door leaves, or like elements for closing wall or like openings; Layout of fixed or moving closures, e.g. windows in wall or like openings; Features of rigidly-mounted outer frames relating to the mounting of wing frames
    • E06B3/66—Units comprising two or more parallel glass or like panes permanently secured together
    • E06B3/67—Units comprising two or more parallel glass or like panes permanently secured together characterised by additional arrangements or devices for heat or sound insulation or for controlled passage of light
    • E06B3/6715—Units comprising two or more parallel glass or like panes permanently secured together characterised by additional arrangements or devices for heat or sound insulation or for controlled passage of light specially adapted for increased thermal insulation or for controlled passage of light
    • E06B3/6722—Units comprising two or more parallel glass or like panes permanently secured together characterised by additional arrangements or devices for heat or sound insulation or for controlled passage of light specially adapted for increased thermal insulation or for controlled passage of light with adjustable passage of light
    • E—FIXED CONSTRUCTIONS
    • E06—DOORS, WINDOWS, SHUTTERS, OR ROLLER BLINDS IN GENERAL; LADDERS
    • E06B—FIXED OR MOVABLE CLOSURES FOR OPENINGS IN BUILDINGS, VEHICLES, FENCES OR LIKE ENCLOSURES IN GENERAL, e.g. DOORS, WINDOWS, BLINDS, GATES
    • E06B9/00—Screening or protective devices for wall or similar openings, with or without operating or securing mechanisms; Closures of similar construction
    • E06B9/24—Screens or other constructions affording protection against light, especially against sunshine; Similar screens for privacy or appearance; Slat blinds
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B15/00—Systems controlled by a computer
    • G05B15/02—Systems controlled by a computer electric
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/40—Bus networks
    • H04L12/407—Bus networks with decentralised control
    • H04L12/413—Bus networks with decentralised control with random access, e.g. carrier-sense multiple-access with collision detection [CSMA-CD]
    • E—FIXED CONSTRUCTIONS
    • E06—DOORS, WINDOWS, SHUTTERS, OR ROLLER BLINDS IN GENERAL; LADDERS
    • E06B—FIXED OR MOVABLE CLOSURES FOR OPENINGS IN BUILDINGS, VEHICLES, FENCES OR LIKE ENCLOSURES IN GENERAL, e.g. DOORS, WINDOWS, BLINDS, GATES
    • E06B9/00—Screening or protective devices for wall or similar openings, with or without operating or securing mechanisms; Closures of similar construction
    • E06B9/24—Screens or other constructions affording protection against light, especially against sunshine; Similar screens for privacy or appearance; Slat blinds
    • E06B2009/2464—Screens or other constructions affording protection against light, especially against sunshine; Similar screens for privacy or appearance; Slat blinds featuring transparency control by applying voltage, e.g. LCD, electrochromic panels
    • G—PHYSICS
    • G02—OPTICS
    • G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B5/00—Optical elements other than lenses
    • G02B5/20—Filters
    • G02B5/208—Filters for use with infrared or ultraviolet radiation, e.g. for separating visible light from infrared and/or ultraviolet radiation
    • G—PHYSICS
    • G02—OPTICS
    • G02F—OPTICAL DEVICES OR ARRANGEMENTS FOR THE CONTROL OF LIGHT BY MODIFICATION OF THE OPTICAL PROPERTIES OF THE MEDIA OF THE ELEMENTS INVOLVED THEREIN; NON-LINEAR OPTICS; FREQUENCY-CHANGING OF LIGHT; OPTICAL LOGIC ELEMENTS; OPTICAL ANALOGUE/DIGITAL CONVERTERS
    • G02F1/00—Devices or arrangements for the control of the intensity, colour, phase, polarisation or direction of light arriving from an independent light source, e.g. switching, gating or modulating; Non-linear optics
    • G02F1/01—Devices or arrangements for the control of the intensity, colour, phase, polarisation or direction of light arriving from an independent light source, e.g. switching, gating or modulating; Non-linear optics for the control of the intensity, phase, polarisation or colour 
    • G02F1/15—Devices or arrangements for the control of the intensity, colour, phase, polarisation or direction of light arriving from an independent light source, e.g. switching, gating or modulating; Non-linear optics for the control of the intensity, phase, polarisation or colour  based on an electrochromic effect
    • G02F1/163—Operation of electrochromic cells, e.g. electrodeposition cells; Circuit arrangements therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]

Landscapes

  • Engineering & Computer Science (AREA)
  • Structural Engineering (AREA)
  • Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Civil Engineering (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Architecture (AREA)
  • Evolutionary Computation (AREA)
  • Signal Processing (AREA)
  • General Engineering & Computer Science (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Radiation Pyrometers (AREA)
  • Circuit Arrangement For Electric Light Sources In General (AREA)
EP21754072.3A 2020-02-12 2021-02-11 Modélisation prédictive pour fenêtres à changement de teinte Pending EP4104016A4 (fr)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US202062975677P 2020-02-12 2020-02-12
US202063075569P 2020-09-08 2020-09-08
US202163145333P 2021-02-03 2021-02-03
PCT/US2021/017603 WO2021163287A1 (fr) 2020-02-12 2021-02-11 Modélisation prédictive pour fenêtres à changement de teinte

Publications (2)

Publication Number Publication Date
EP4104016A1 EP4104016A1 (fr) 2022-12-21
EP4104016A4 true EP4104016A4 (fr) 2024-05-29

Family

ID=77291644

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21754072.3A Pending EP4104016A4 (fr) 2020-02-12 2021-02-11 Modélisation prédictive pour fenêtres à changement de teinte

Country Status (4)

Country Link
EP (1) EP4104016A4 (fr)
CN (1) CN115461676A (fr)
TW (1) TW202204939A (fr)
WO (1) WO2021163287A1 (fr)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11769066B2 (en) 2021-11-17 2023-09-26 Johnson Controls Tyco IP Holdings LLP Building data platform with digital twin triggers and actions
US11934966B2 (en) 2021-11-17 2024-03-19 Johnson Controls Tyco IP Holdings LLP Building data platform with digital twin inferences
WO2023091470A1 (fr) * 2021-11-17 2023-05-25 Johnson Controls Tyco IP Holdings LLP Plate-forme de données de construction à jumeaux numériques
TWI811167B (zh) * 2022-12-12 2023-08-01 中國鋼鐵股份有限公司 氮氧化物的預測方法

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100152905A1 (en) * 2008-09-25 2010-06-17 Andrew Kusiak Data-driven approach to modeling sensors
WO2016053960A1 (fr) * 2014-09-29 2016-04-07 View, Inc. Systèmes à combinaison de capteurs
US20180187484A1 (en) * 2004-05-06 2018-07-05 Mechoshade Systems, Llc Sky camera system for intelligent building control

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101542684B1 (ko) * 2014-02-04 2015-08-06 한국기술교육대학교 산학협력단 스마트 윈도우 시스템 및 그 제어 방법
US11743071B2 (en) * 2018-05-02 2023-08-29 View, Inc. Sensing and communications unit for optically switchable window systems
US10425376B2 (en) * 2015-01-12 2019-09-24 Kinestral Technologies, Inc. Install mode and cloud learning for smart windows
US10192125B2 (en) * 2016-10-20 2019-01-29 Ford Global Technologies, Llc Vehicle-window-transmittance-control apparatus and method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180187484A1 (en) * 2004-05-06 2018-07-05 Mechoshade Systems, Llc Sky camera system for intelligent building control
US20100152905A1 (en) * 2008-09-25 2010-06-17 Andrew Kusiak Data-driven approach to modeling sensors
WO2016053960A1 (fr) * 2014-09-29 2016-04-07 View, Inc. Systèmes à combinaison de capteurs

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2021163287A1 *

Also Published As

Publication number Publication date
CN115461676A (zh) 2022-12-09
TW202204939A (zh) 2022-02-01
EP4104016A1 (fr) 2022-12-21
WO2021163287A1 (fr) 2021-08-19

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