JP7562050B2 - パラメータ探索装置およびパラメータ探索方法 - Google Patents

パラメータ探索装置およびパラメータ探索方法 Download PDF

Info

Publication number
JP7562050B2
JP7562050B2 JP2024535177A JP2024535177A JP7562050B2 JP 7562050 B2 JP7562050 B2 JP 7562050B2 JP 2024535177 A JP2024535177 A JP 2024535177A JP 2024535177 A JP2024535177 A JP 2024535177A JP 7562050 B2 JP7562050 B2 JP 7562050B2
Authority
JP
Japan
Prior art keywords
search
parameter
parameters
unit
air conditioning
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.)
Active
Application number
JP2024535177A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2024042560A1 (https=
JPWO2024042560A5 (https=
Inventor
滉稀 中根
利貞 毬山
龍一 竹村
航祐 田中
凜 伊藤
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.)
Mitsubishi Electric Corp
Original Assignee
Mitsubishi Electric Corp
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 Mitsubishi Electric Corp filed Critical Mitsubishi Electric Corp
Publication of JPWO2024042560A1 publication Critical patent/JPWO2024042560A1/ja
Publication of JPWO2024042560A5 publication Critical patent/JPWO2024042560A5/ja
Application granted granted Critical
Publication of JP7562050B2 publication Critical patent/JP7562050B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/62Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63Electronic processing
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B15/00Systems controlled by a computer
    • G05B15/02Systems controlled by a computer electric
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/26Pc applications
    • G05B2219/2614HVAC, heating, ventillation, climate control

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Signal Processing (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Fuzzy Systems (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Air Conditioning Control Device (AREA)
  • Feedback Control In General (AREA)
JP2024535177A 2022-08-22 2022-08-22 パラメータ探索装置およびパラメータ探索方法 Active JP7562050B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/031475 WO2024042560A1 (ja) 2022-08-22 2022-08-22 パラメータ探索装置およびパラメータ探索方法

Publications (3)

Publication Number Publication Date
JPWO2024042560A1 JPWO2024042560A1 (https=) 2024-02-29
JPWO2024042560A5 JPWO2024042560A5 (https=) 2024-08-16
JP7562050B2 true JP7562050B2 (ja) 2024-10-04

Family

ID=90012773

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2024535177A Active JP7562050B2 (ja) 2022-08-22 2022-08-22 パラメータ探索装置およびパラメータ探索方法

Country Status (5)

Country Link
US (1) US20250147471A1 (https=)
EP (1) EP4557022A4 (https=)
JP (1) JP7562050B2 (https=)
CN (1) CN119731602A (https=)
WO (1) WO2024042560A1 (https=)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115398446A (zh) * 2020-06-05 2022-11-25 谷歌有限责任公司 使用符号编程的机器学习算法搜索

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012149839A (ja) 2011-01-20 2012-08-09 Nippon Telegr & Teleph Corp <Ntt> 空調機連係制御システム、空調機連係制御方法および空調機連係制御プログラム
WO2020261572A1 (ja) 2019-06-28 2020-12-30 三菱電機株式会社 加工条件探索装置および加工条件探索方法
WO2021186521A1 (ja) 2020-03-17 2021-09-23 三菱電機株式会社 加工条件探索装置および加工条件探索方法

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10094586B2 (en) * 2015-04-20 2018-10-09 Green Power Labs Inc. Predictive building control system and method for optimizing energy use and thermal comfort for a building or network of buildings
US11675322B2 (en) * 2017-04-25 2023-06-13 Johnson Controls Technology Company Predictive building control system with discomfort threshold adjustment
CN111486557B (zh) * 2019-01-29 2024-02-23 Urecsys-城市生态系统-室内空气质量管理有限公司 用于最小化封闭结构中的空气污染的库、系统和方法
JP7168127B2 (ja) * 2020-06-05 2022-11-09 三菱電機株式会社 故障予兆検知装置、故障予兆検知方法、故障予兆検知プログラム、学習装置、学習済みの学習モデルの生成方法、学習済みの学習モデル生成プログラム

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012149839A (ja) 2011-01-20 2012-08-09 Nippon Telegr & Teleph Corp <Ntt> 空調機連係制御システム、空調機連係制御方法および空調機連係制御プログラム
WO2020261572A1 (ja) 2019-06-28 2020-12-30 三菱電機株式会社 加工条件探索装置および加工条件探索方法
WO2021186521A1 (ja) 2020-03-17 2021-09-23 三菱電機株式会社 加工条件探索装置および加工条件探索方法

Also Published As

Publication number Publication date
EP4557022A1 (en) 2025-05-21
EP4557022A4 (en) 2025-10-08
CN119731602A (zh) 2025-03-28
JPWO2024042560A1 (https=) 2024-02-29
WO2024042560A1 (ja) 2024-02-29
US20250147471A1 (en) 2025-05-08

Similar Documents

Publication Publication Date Title
US11802704B2 (en) Predictive temperature scheduling for a thermostat using machine learning
US11580281B2 (en) System and method for designing heating, ventilating, and air-conditioning (HVAC) systems
US9976765B2 (en) System and method for controlling operations of air-conditioning system
US11609014B2 (en) Predictive presence scheduling for a thermostat using machine learning
EP2941598A1 (en) On-line optimization scheme for hvac demand response
CN113654182A (zh) 检测冷媒泄漏的方法和计算机可读存储介质以及空调器
US11644204B2 (en) Error correction for predictive schedules for a thermostat
JP6972468B2 (ja) 空調装置の評価装置および評価方法
Zhu et al. Online optimal control of variable refrigerant flow and variable air volume combined air conditioning system for energy saving
US20210262682A1 (en) System and Method for Controlling an Operation of Heating, Ventilating, and Air-Conditioning (HVAC) Systems
CN110736225A (zh) 空调的控制方法和装置
CN113028610B (zh) 中央空调动态负荷全局优化与节能控制的方法和装置
CN116045461A (zh) 一种基于给回水温度调节的风冷空调节能控制方法及装置
JP7562050B2 (ja) パラメータ探索装置およびパラメータ探索方法
Ejenakevwe et al. Review of fault detection and diagnosis studies on residential HVAC systems
JP2023145497A (ja) 空調制御システム
CN111928430A (zh) 空调能效等级确定方法、装置、计算机设备和存储介质
CN115930376A (zh) 一种空调控制算法评估方法、装置、设备及存储介质
WO2023218634A1 (ja) 空気調和制御装置、空気調和制御方法および空気調和制御プログラム
TW202204832A (zh) 空調系統控制方法
Asad et al. Dissimilarity-based boosting technique for the modelling of complex HVAC systems
JP7817602B2 (ja) 空調ゾーニング方法
JP7545070B2 (ja) 機器性能予測方法、機器性能予測装置、およびプログラム
Behfar et al. Numerical simulation of fault impacts for commercial walk-in freezers
CN119737676A (zh) 一种基于节能空调的能效控制方法及系统

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20240612

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20240612

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20240612

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20240827

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20240924

R150 Certificate of patent or registration of utility model

Ref document number: 7562050

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150