SG11202103071QA - Interior air quality monitoring and ventilation control method and system for train - Google Patents
Interior air quality monitoring and ventilation control method and system for trainInfo
- Publication number
- SG11202103071QA SG11202103071QA SG11202103071QA SG11202103071QA SG11202103071QA SG 11202103071Q A SG11202103071Q A SG 11202103071QA SG 11202103071Q A SG11202103071Q A SG 11202103071QA SG 11202103071Q A SG11202103071Q A SG 11202103071QA SG 11202103071Q A SG11202103071Q A SG 11202103071QA
- Authority
- SG
- Singapore
- Prior art keywords
- train
- control method
- air quality
- quality monitoring
- interior air
- Prior art date
Links
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B61—RAILWAYS
- B61D—BODY DETAILS OR KINDS OF RAILWAY VEHICLES
- B61D27/00—Heating, cooling, ventilating, or air-conditioning
- B61D27/009—Means for ventilating only
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60H—ARRANGEMENTS OF HEATING, COOLING, VENTILATING OR OTHER AIR-TREATING DEVICES SPECIALLY ADAPTED FOR PASSENGER OR GOODS SPACES OF VEHICLES
- B60H1/00—Heating, cooling or ventilating [HVAC] devices
- B60H1/00642—Control systems or circuits; Control members or indication devices for heating, cooling or ventilating devices
- B60H1/0073—Control systems or circuits characterised by particular algorithms or computational models, e.g. fuzzy logic or dynamic models
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60H—ARRANGEMENTS OF HEATING, COOLING, VENTILATING OR OTHER AIR-TREATING DEVICES SPECIALLY ADAPTED FOR PASSENGER OR GOODS SPACES OF VEHICLES
- B60H1/00—Heating, cooling or ventilating [HVAC] devices
- B60H1/00642—Control systems or circuits; Control members or indication devices for heating, cooling or ventilating devices
- B60H1/00735—Control systems or circuits characterised by their input, i.e. by the detection, measurement or calculation of particular conditions, e.g. signal treatment, dynamic models
- B60H1/008—Control systems or circuits characterised by their input, i.e. by the detection, measurement or calculation of particular conditions, e.g. signal treatment, dynamic models the input being air quality
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60H—ARRANGEMENTS OF HEATING, COOLING, VENTILATING OR OTHER AIR-TREATING DEVICES SPECIALLY ADAPTED FOR PASSENGER OR GOODS SPACES OF VEHICLES
- B60H1/00—Heating, cooling or ventilating [HVAC] devices
- B60H1/00642—Control systems or circuits; Control members or indication devices for heating, cooling or ventilating devices
- B60H1/00814—Control systems or circuits characterised by their output, for controlling particular components of the heating, cooling or ventilating installation
- B60H1/00821—Control systems or circuits characterised by their output, for controlling particular components of the heating, cooling or ventilating installation the components being ventilating, air admitting or air distributing devices
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B61—RAILWAYS
- B61D—BODY DETAILS OR KINDS OF RAILWAY VEHICLES
- B61D27/00—Heating, cooling, ventilating, or air-conditioning
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
- G01N15/06—Investigating concentration of particle suspensions
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/0004—Gaseous mixtures, e.g. polluted air
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/0004—Gaseous mixtures, e.g. polluted air
- G01N33/0009—General constructional details of gas analysers, e.g. portable test equipment
- G01N33/0073—Control unit therefor
- G01N33/0075—Control unit therefor for multiple spatially distributed sensors, e.g. for environmental monitoring
-
- 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
-
- 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
- G06N3/045—Combinations of networks
-
- 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
- G06N3/08—Learning methods
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
- G01N2015/0042—Investigating dispersion of solids
- G01N2015/0046—Investigating dispersion of solids in gas, e.g. smoke
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N10/00—Quantum computing, i.e. information processing based on quantum-mechanical phenomena
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
- Y02T30/00—Transportation of goods or passengers via railways, e.g. energy recovery or reducing air resistance
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910714887.3A CN110395286B (en) | 2019-08-02 | 2019-08-02 | Method and system for monitoring air quality and regulating ventilation in train |
| PCT/CN2020/105472 WO2021023075A1 (en) | 2019-08-02 | 2020-07-29 | In-train air quality monitoring and ventilation control method and system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11202103071QA true SG11202103071QA (en) | 2021-04-29 |
Family
ID=68327321
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11202103071QA SG11202103071QA (en) | 2019-08-02 | 2020-07-29 | Interior air quality monitoring and ventilation control method and system for train |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US20220153320A1 (en) |
| EP (1) | EP3932773A4 (en) |
| JP (1) | JP7216450B2 (en) |
| CN (1) | CN110395286B (en) |
| AU (1) | AU2020327075B2 (en) |
| RU (1) | RU2762983C1 (en) |
| SG (1) | SG11202103071QA (en) |
| WO (1) | WO2021023075A1 (en) |
Families Citing this family (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110395286B (en) * | 2019-08-02 | 2020-08-07 | 中南大学 | Method and system for monitoring air quality and regulating ventilation in train |
| CN110333325B (en) * | 2019-08-02 | 2021-09-17 | 中南大学 | Train operation protection method and system in atmosphere pollution environment |
| CN112628955B (en) * | 2020-12-23 | 2022-03-01 | 杭州电子科技大学 | Indoor ventilation control method based on LSTM neural network and krill swarm optimization algorithm |
| CN112680501B (en) * | 2020-12-30 | 2023-02-24 | 中南大学 | Method and system for regulating and controlling air in train compartment based on microorganisms and storage medium |
| CN115115293B (en) * | 2022-08-31 | 2023-01-31 | 安徽逸天科技有限公司 | Public transport environment monitoring, analyzing and managing method and system based on big data |
| CN115564318A (en) * | 2022-12-01 | 2023-01-03 | 北京梅凯尼克环保科技有限公司 | Intelligent control method and system for automobile coating wastewater treatment |
Family Cites Families (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS55134240A (en) * | 1979-04-04 | 1980-10-18 | Hitachi Ltd | Driving method and apparatus for air conditioner |
| DE4436938A1 (en) * | 1994-04-27 | 1996-04-18 | Auto Electronics Corp | Wet and wind-protected gas sensor |
| JP2000142098A (en) | 1998-11-17 | 2000-05-23 | Denso Corp | Vehicular air conditioner |
| KR100620060B1 (en) * | 2005-03-31 | 2006-09-06 | 한국철도기술연구원 | Air quality monitorring and comtrol system for railway vehicle passenger compartment |
| JP5013208B2 (en) | 2008-03-26 | 2012-08-29 | 株式会社デンソー | Air conditioner control method and air conditioner control apparatus |
| KR20150132680A (en) * | 2014-05-15 | 2015-11-26 | 현대로템 주식회사 | Display system of room temperature for railway vehicle and method of inspection using the same |
| CN104374053B (en) * | 2014-11-25 | 2017-02-22 | 珠海格力电器股份有限公司 | Intelligent control method, device and system |
| CN104608785B (en) * | 2015-01-13 | 2017-03-08 | 石家庄国祥运输设备有限公司 | High-speed train air-conditioning system intelligent management-control method |
| US10226982B2 (en) | 2015-04-29 | 2019-03-12 | International Business Machines Corporation | Automatic vehicle climate control based on predicted air quality |
| CN105972782B (en) * | 2016-06-17 | 2019-03-15 | 河海大学常州校区 | A kind of classroom environment intelligent control method based on cloud computing technology |
| CN106196505B (en) * | 2016-08-17 | 2019-02-22 | 北京同衡能源技术研究院有限公司 | A kind of intelligent control method of Fresh air handling units and the Fresh air handling units of application this method |
| CN106338127B (en) * | 2016-09-20 | 2018-06-22 | 珠海格力电器股份有限公司 | For the load prediction of subway heating ventilation air-conditioning system and control system and its method |
| CN106777863B (en) * | 2016-11-09 | 2019-07-12 | 北京工业大学 | Based on the T-S fuzzy neural network Indoor Air Quality Evaluation system for improving population |
| JP6949613B2 (en) | 2017-08-09 | 2021-10-13 | 清水建設株式会社 | Cooling system, cooling method |
| CN107477782A (en) * | 2017-08-18 | 2017-12-15 | 广东美的制冷设备有限公司 | Air conditioner and its control method and device |
| KR102511522B1 (en) * | 2017-10-18 | 2023-03-17 | 삼성전자주식회사 | Data learning server, method for generating and using thereof |
| CN108510129B (en) * | 2018-04-12 | 2021-12-21 | 中南大学 | Intelligent prediction method and device for real-time electric quantity of unmanned vehicle |
| CN108572648B (en) * | 2018-04-24 | 2020-08-25 | 中南大学 | Unmanned vehicle power supply multi-source fusion prediction method and system |
| CN109572735B (en) * | 2018-12-17 | 2019-10-01 | 石家庄国祥运输设备有限公司 | A kind of air-conditioning fresh air of rail vehicle and pressure wave integrated control method |
| CN110069087A (en) * | 2019-03-20 | 2019-07-30 | 山东力明科技职业学院 | A kind of classroom environment measurement distribution control system and method based on Internet of Things edge calculations technology |
| CN110395286B (en) * | 2019-08-02 | 2020-08-07 | 中南大学 | Method and system for monitoring air quality and regulating ventilation in train |
-
2019
- 2019-08-02 CN CN201910714887.3A patent/CN110395286B/en active Active
-
2020
- 2020-07-29 RU RU2021122559A patent/RU2762983C1/en active
- 2020-07-29 US US17/292,281 patent/US20220153320A1/en active Pending
- 2020-07-29 AU AU2020327075A patent/AU2020327075B2/en active Active
- 2020-07-29 WO PCT/CN2020/105472 patent/WO2021023075A1/en unknown
- 2020-07-29 JP JP2021545388A patent/JP7216450B2/en active Active
- 2020-07-29 SG SG11202103071QA patent/SG11202103071QA/en unknown
- 2020-07-29 EP EP20850975.2A patent/EP3932773A4/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| CN110395286A (en) | 2019-11-01 |
| EP3932773A4 (en) | 2022-06-01 |
| AU2020327075A1 (en) | 2021-04-15 |
| RU2762983C1 (en) | 2021-12-24 |
| US20220153320A1 (en) | 2022-05-19 |
| WO2021023075A1 (en) | 2021-02-11 |
| CN110395286B (en) | 2020-08-07 |
| EP3932773A1 (en) | 2022-01-05 |
| AU2020327075B2 (en) | 2022-08-25 |
| JP2022520537A (en) | 2022-03-31 |
| JP7216450B2 (en) | 2023-02-01 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| SG11202103071QA (en) | Interior air quality monitoring and ventilation control method and system for train | |
| EP3708920A4 (en) | Control method and device for air conditioning system and air conditioning system | |
| HUE054273T2 (en) | Air conditioner and control method for air conditioner | |
| SG11202008372PA (en) | Railway train operation control method and system | |
| EP3578892A4 (en) | Fresh air blower and control method and apparatus therefor | |
| EP3748250A4 (en) | Control method for air conditioner | |
| EP3721148A4 (en) | Air conditioner and method for control thereof | |
| EP3751213A4 (en) | Air conditioning system and air conditioning control method | |
| EP3748247A4 (en) | Air conditioner and method for controlling air conditioner | |
| EP4085960A4 (en) | Humidification control system and method for ventilation therapy apparatus | |
| EP3658828A4 (en) | Apparatus and method for controlling air conditioner in air conditioning system | |
| EP3992538A4 (en) | Air conditioner control method and apparatus, and computer-readable storage medium | |
| EP3779327A4 (en) | Air conditioning system and method for controlling air conditioning system | |
| EP3736513A4 (en) | Circulation system for air conditioner, air conditioner, and air conditioner control method | |
| EP3682170A4 (en) | Compound control apparatus and method thereof in air conditioning system | |
| GB202100382D0 (en) | Air conditioning system and program update method for air conditioning system | |
| EP3674619A4 (en) | Air conditioning system and control method therefor | |
| EP3940305A4 (en) | Air conditioner anti-frosting method and apparatus | |
| PL3677850T3 (en) | Control method and apparatus for self-cleaning of air conditioner, and air conditioner | |
| EP3742068A4 (en) | Method for controlling air conditioning apparatus, and air conditioning apparatus | |
| EP3711984A4 (en) | Air conditioning system and control method therefor | |
| EP3764699A4 (en) | Wireless networking method and apparatus for air-conditioning system | |
| EP3677851A4 (en) | Self-cleaning control method and apparatus for air conditioner | |
| EP3677852A4 (en) | Control method and apparatus for self-cleaning of air conditioner, and air conditioner | |
| EP3598015A4 (en) | Air conditioning system and control method therefor |