FR3078414B1 - Procede pour l'optimisation des depenses energetiques et du confort d'un batiment - Google Patents

Procede pour l'optimisation des depenses energetiques et du confort d'un batiment Download PDF

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Publication number
FR3078414B1
FR3078414B1 FR1851762A FR1851762A FR3078414B1 FR 3078414 B1 FR3078414 B1 FR 3078414B1 FR 1851762 A FR1851762 A FR 1851762A FR 1851762 A FR1851762 A FR 1851762A FR 3078414 B1 FR3078414 B1 FR 3078414B1
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France
Prior art keywords
building
digital
data
comfort
calibrated
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FR1851762A
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English (en)
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FR3078414A1 (fr
Inventor
Gilles Noziere
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Oze Energies Fr
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Individual
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Priority to FR1851762A priority Critical patent/FR3078414B1/fr
Priority to EP19704856.4A priority patent/EP3759565A1/fr
Priority to PCT/FR2019/050123 priority patent/WO2019166710A1/fr
Priority to US16/976,394 priority patent/US11994883B2/en
Publication of FR3078414A1 publication Critical patent/FR3078414A1/fr
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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D23/00—Control of temperature
    • G05D23/19—Control of temperature characterised by the use of electric means
    • G05D23/1917—Control of temperature characterised by the use of electric means using digital means
    • 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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/042—Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/10—Geometric CAD
    • G06F30/18—Network design, e.g. design based on topological or interconnect aspects of utility systems, piping, heating ventilation air conditioning [HVAC] or cabling
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/20—Pc systems
    • G05B2219/26—Pc applications
    • G05B2219/2614—HVAC, heating, ventillation, climate control
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2111/00—Details relating to CAD techniques
    • G06F2111/06—Multi-objective optimisation, e.g. Pareto optimisation using simulated annealing [SA], ant colony algorithms or genetic algorithms [GA]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Geometry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Air Conditioning Control Device (AREA)

Abstract

La présente invention concerne un procédé pour l'optimisation des dépenses énergétiques et du confort d'un bâtiment comportant une pluralité d'équipements de confort munis d'un capteur (10) de consommation connecté, une pluralité de capteurs (20) de données d'environnement local associés à un identifiant d'une zone dudit bâtiment, et au moins un serveur (30) pour collecter et enregistrer lesdites données horodatées télétransmis par lesdits capteurs de consommation et pour collecter des données externes au bâtiment ainsi que des données caractérisé en ce qu'il comporte les étapes suivantes : Construction et enregistrement d'un modèle numérique simplifié du comportement thermique dudit bâtiment - une étape de calibrage du modèle numérique simplifié calculé lors de l'étape précédente, - une étape de validation du modèle numérique calibré calculé lors de l'étape précédente par la comparaison entre les variables numériques obtenue par un traitement prédictif dudit modèle calibré et les variables numériques enregistrées par ledit serveur pendant une période de plusieurs jours - une étape de calcul de paramètres numériques d'allocation de ressources par l'application d'un calcul d'optimum de Pareto appliqué audit modèle numérique calibré validé.
FR1851762A 2018-02-28 2018-02-28 Procede pour l'optimisation des depenses energetiques et du confort d'un batiment Active FR3078414B1 (fr)

Priority Applications (4)

Application Number Priority Date Filing Date Title
FR1851762A FR3078414B1 (fr) 2018-02-28 2018-02-28 Procede pour l'optimisation des depenses energetiques et du confort d'un batiment
EP19704856.4A EP3759565A1 (fr) 2018-02-28 2019-01-21 Procédé pour l'optimisation des dépenses énergétiques et du confort d'un bâtiment
PCT/FR2019/050123 WO2019166710A1 (fr) 2018-02-28 2019-01-21 Procédé pour l'optimisation des dépenses énergétiques et du confort d'un bâtiment
US16/976,394 US11994883B2 (en) 2018-02-28 2019-01-21 Method for optimising the energy expenditure and comfort of a building

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR1851762 2018-02-28
FR1851762A FR3078414B1 (fr) 2018-02-28 2018-02-28 Procede pour l'optimisation des depenses energetiques et du confort d'un batiment

Publications (2)

Publication Number Publication Date
FR3078414A1 FR3078414A1 (fr) 2019-08-30
FR3078414B1 true FR3078414B1 (fr) 2021-11-12

Family

ID=62816673

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Application Number Title Priority Date Filing Date
FR1851762A Active FR3078414B1 (fr) 2018-02-28 2018-02-28 Procede pour l'optimisation des depenses energetiques et du confort d'un batiment

Country Status (4)

Country Link
US (1) US11994883B2 (fr)
EP (1) EP3759565A1 (fr)
FR (1) FR3078414B1 (fr)
WO (1) WO2019166710A1 (fr)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11210750B2 (en) * 2018-11-29 2021-12-28 Electronics And Telecommunications Research Institute Method and system for energy improvement verification of buildings
CN111475886B (zh) * 2020-04-30 2023-06-09 北京石油化工学院 一种基于火用经济和火用环境的建筑物墙体保温厚度的优化方法
US20210374549A1 (en) * 2020-05-29 2021-12-02 Robert Bosch Gmbh Meta-learned, evolution strategy black box optimization classifiers
US20220171906A1 (en) * 2020-12-02 2022-06-02 Kyndryl, Inc. Generating digital building representations and mapping to different environments
CN113536660B (zh) * 2021-06-12 2023-05-23 武汉所为科技有限公司 用于暖通云边协同的智能系统训练方法、模型及存储介质
CN114399191B (zh) * 2022-01-11 2024-05-07 西安建筑科技大学 一种基于建筑节能的高校排课系统及方法
CN114896664B (zh) * 2022-05-12 2023-07-11 浙江大学 园区建筑光伏一体化围护结构优化方法及系统
CN115187133B (zh) * 2022-08-04 2023-11-14 东南大学 一种基于动态监测的传统民居运行阶段碳排量核算方法
CN116974241B (zh) * 2023-07-10 2024-02-06 清华大学 面向绿色低碳制造的数控机床几何优化方法及装置

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9612591B2 (en) * 2012-01-23 2017-04-04 Earth Networks, Inc. Optimizing and controlling the energy consumption of a building

Also Published As

Publication number Publication date
FR3078414A1 (fr) 2019-08-30
US11994883B2 (en) 2024-05-28
US20210055750A1 (en) 2021-02-25
EP3759565A1 (fr) 2021-01-06
WO2019166710A1 (fr) 2019-09-06

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