CN110285858A - A kind of railroad train operating environment monitoring device based on wireless sensor - Google Patents

A kind of railroad train operating environment monitoring device based on wireless sensor Download PDF

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Publication number
CN110285858A
CN110285858A CN201910650903.7A CN201910650903A CN110285858A CN 110285858 A CN110285858 A CN 110285858A CN 201910650903 A CN201910650903 A CN 201910650903A CN 110285858 A CN110285858 A CN 110285858A
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train
station
operating environment
monitoring
sensor
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CN201910650903.7A
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Inventor
张卫民
于彦峰
陈享成
刘成
张猛
朱彦龙
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Zhengzhou Railway Vocational and Technical College
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Zhengzhou Railway Vocational and Technical College
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Priority to CN201910650903.7A priority Critical patent/CN110285858A/en
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G08SIGNALLING
    • G08CTRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
    • G08C17/00Arrangements for transmitting signals characterised by the use of a wireless electrical link
    • G08C17/02Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Electric Propulsion And Braking For Vehicles (AREA)
  • Alarm Systems (AREA)
  • Train Traffic Observation, Control, And Security (AREA)

Abstract

The railroad train operating environment monitoring device based on wireless sensor that the invention discloses a kind of, it include: station operating environment monitoring terminal, for monitoring the environmental data in train stop station, and the image information in station at different location is stopped according to train, by extracting image feature, determine that train stops density of stream of people in station at different location, by bus security information;Interior operating environment monitoring terminal determines pollutant classification and pollution level for monitoring the environmental data in train, and according to pollutant odorousness in different monitoring regions.The present invention obtains density of stream of people and by bus security information after extracting image feature, to guarantee that passenger can get on the bus safely before train starts by image information at different location in monitoring train stop station;By effective monitoring to pollutant type in train and all types of concentration, to ensure that the amenity for taking train for a long time is good.

Description

A kind of railroad train operating environment monitoring device based on wireless sensor
Technical field
The present invention relates to train operation field of environmental technology, more particularly relate to a kind of railway train based on wireless sensor Vehicle operating environment monitoring device.
Background technique
Wireless sensor network has broad application prospects in railroad train operating environment monitoring field, station environment Monitoring is to guarantee that passenger safety is effectively got on the bus, and environment inside car monitoring is to guarantee that passenger is in comfortable good environment In.
It but when flow of the people is larger, is counted to flow of the people at present, there is no consider randomly regulating to guarantee Passenger can get on the bus before train starts, and not be monitored to the safety flowing of major pedestrian movement when getting on the bus more, thus cannot Guarantee that passenger safety is effectively got on the bus;Meanwhile the monitoring of column environment inside car is only rested on to aerial temperature and humidity, air particles at present The monitoring of the common environmentals factor such as object concentration, there is no the specific actual conditions for considering train to the pollutant in train space into Row monitoring, to fail effectively to be monitored train internal environment.
Summary of the invention
The embodiment of the present invention provides a kind of railroad train operating environment monitoring device based on wireless sensor, to solve The problem of above-mentioned background technique.
The embodiment of the present invention provides a kind of railroad train operating environment monitoring device based on wireless sensor, comprising: more A station operating environment monitoring terminal, multiple interior operating environment monitoring terminals, train monitoring center and ZigBee wireless communication Network, the station operating environment monitoring terminal and the interior operating environment monitoring terminal pass through the ZigBee channel radio Communication network and the train monitoring center wirelessly communicate;
The station operating environment monitors terminal, for monitoring the environmental data in train stop station, and according to train The image information and acoustic information in station at different location are stopped, by extracting image feature and sound characteristic, determines train Stop the density of stream of people in station at different location, ride security information and noise percent information;
The car operating environment monitors terminal, for monitoring the environmental data in train, and according to different monitoring regions Interior pollutant odorousness, determines pollutant classification and pollution level;
The train monitoring center, for carrying out crowd according to nearby principle by voice and dredging by bus according to density of stream of people Dissipate allotment casting;For carrying out the casting of station safe early warning by voice according to security information of riding;For according to noise ratio Information carries out station noise control casting by voice;And for according to pollutant classification and pollution level, by voice into Pollutant removes casting in driving a vehicle.
Further, multiple station operating environment monitoring terminals are separately positioned at the different location at the top of train, And the station operating environment monitoring terminal includes: the first acquisition module, first acquisition module includes: Image Acquisition list Member, audio collection unit and vehicle external environment acquisition unit;
Described image acquisition unit, for acquiring the image information in train stop station;
The audio collection unit, for acquiring the acoustic information in train stop station;The acoustic information includes: wide Broadcast acoustic information, crowd noise information;
The vehicle external environment acquisition unit, for acquiring temperature, brightness, smokescope and meteorology in train stop station Data.
Further, the vehicle external environment acquisition unit includes: the first temperature sensor, smoke sensor device and meteorological sensing Device;Wherein, the meteorological sensor includes: the capacitance sensor of Relative Humidity Measuring and the ultrasonic sensor of measurement wind speed.
Further, the station operating environment monitoring terminal includes: density of stream of people determining module, completely determines mould by bus Block and noise ratio determining module;
The density of stream of people determining module determines vehicle by the distribution of head portrait quantity for the image feature according to extraction Density of stream of people in standing at different location;
It is described to completely determine module by bus, for the image feature according to extraction, taken turns by stream of people's chamfered shape and the stream of people Human action state in profile shape determines safe condition of riding in station;
The noise ratio determining module, for the sound characteristic according to extraction, by the decibel of broadcast casting sound and The decibel of crowd's sound determines noise ratio in station.
Further, multiple interior operating environment monitoring terminal partitions are laid in inside train, the interior operation Environmental monitoring terminal includes: the second acquisition module, and second acquisition module includes: air quality monitoring unit, second temperature Sensor and humidity sensor;
The air quality monitoring unit, for monitoring train internal particle object concentration, pollutant odorousness;
The second temperature sensor, for monitoring temperature information in train;
The humidity sensor, for monitoring humidity information in train.
Further, the air quality monitoring unit includes: particle concentration sensor and the inspection of pollutant odorousness Survey unit;Wherein, the particle concentration sensor includes the sensor of TSP, PM10, PM5, PM2.5 or PM1 concentration specifications.
Further, the interior operating environment monitoring terminal includes: that pollutant category determination module and pollution level are true Cover half block;
The pollutant category determination module, for the contaminant gases by the judgement monitoring of pollutant classification detection unit Classification;Wherein, the contaminant gases classification includes: stink, musty, fishy smell;
The pollution level determining module, it is dense for the contaminant gases by the judgement monitoring of pollutant concentration detection unit Degree.
Further, the train monitoring center includes: evacuating personnel allotment reminding module, safe early warning module and pollution Object removes reminding module;
The evacuating personnel deploys reminding module, is used for when riding time reaching preset time, according to each compartment mouth people Current density carries out evacuating personnel allotment according to nearby principle and reminds;
The safe early warning module, for when train stop station in stream of people's chamfered shape be " stream of people surrounds and watches " shape and When " stream of people surrounds and watches " interior shape has " fighting " movement, the safe early warning casting of corresponding position in station is carried out;
The pollutant removes reminding module, interior dirty for carrying out when contaminant gases concentration reaches preset concentration It contaminates object and removes prompting.
The embodiment of the present invention provides a kind of railroad train operating environment monitoring device based on wireless sensor, with existing skill Art is compared, and its advantages are as follows:
The present invention obtains the stream of people after extracting image feature by image information at different location in monitoring train stop station Density and by bus security information can carry out crowd by nearby principle according to the density of stream of people information for inlet of respectively getting on the bus and ride Evacuation allotment guarantees that passenger can get on the bus before train starts, can according to stream of people's chamfered shape in station and personnel's athletic performance To judge whether stream of people's flow process occurs accident, so as to handle accident in time, it ensure that passenger safety is effectively got on the bus.Into One step stops the acoustic information in station at different location by monitoring train, true according to broadcast casting sound and crowd noise Its fixed noise percent information promptly can persistently broadcast the voice prompting for reducing noise, to guarantee when crowd noise is larger Station process of getting on the bus orderly carries out safely.
The present invention by effective monitoring to (stink, musty, the fishy smell) and all types of concentration of pollutant type in train, when It when contaminant gases concentration reaches preset concentration, carries out in-vehicle exposure object and removes prompting, take train for a long time to ensure that Amenity it is good.
Detailed description of the invention
Fig. 1 is a kind of railroad train operating environment monitoring device based on wireless sensor provided in an embodiment of the present invention Whole functional block diagram;
Fig. 2 is a kind of railroad train operating environment monitoring device based on wireless sensor provided in an embodiment of the present invention Concrete principle block diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.
Referring to Fig. 1~2, the embodiment of the present invention provides a kind of railroad train operating environment monitoring dress based on wireless sensor It sets, which includes: that multiple station operating environments monitor terminals 1, multiple interior operating environments monitor terminal 2, in train monitoring The heart 3 and ZigBee cordless communication network 4, station operating environment monitoring terminal 1 and interior operating environment monitoring terminal 2 pass through ZigBee cordless communication network 4 and train monitoring center 3 wirelessly communicate.
Above-mentioned technical proposal realizes railroad train station by ZigBee cordless communication network (i.e. wireless sensor network) The monitoring of environment and train internal environment, wherein each station operating environment monitoring terminal 1 and each interior operating environment monitoring Terminal 2 is wireless sensor acquisition node, and train monitoring center 3 is wireless sensor aggregation node, passes through wireless sensor group Net realizes wireless communication.I.e. wireless sensor network is by having the sensor node of perception, calculating and communication capacity to form, big model The monitoring network enclosed is made of acquisition node, aggregation node, and finally sends data to train monitoring center 3.
Specifically, station operating environment monitor terminal 1, for monitor train stop station in environmental data, and according to Train stops the image information and acoustic information in station at different location, by extracting image feature and sound characteristic, determines Density of stream of people, ride security information and noise percent information in train stop station at different location.Interior operating environment prison Terminal 2 is surveyed, for monitoring the environmental data in train, and according to pollutant odorousness in different monitoring regions, determines pollution Species not and pollution level.Train monitoring center 3, for carrying out crowd according to nearby principle by voice according to density of stream of people Evacuation allotment casting by bus;For carrying out the casting of station safe early warning by voice according to security information of riding;For according to letter It makes an uproar percent information, passes through voice and carry out station noise control casting;And for passing through according to pollutant classification and pollution level Voice carries out in-vehicle exposure object and removes casting.
Above-mentioned technical proposal, by image information at different location in monitoring train stop station, after extracting image feature Density of stream of people and by bus security information are obtained, can be carried out by nearby principle according to the density of stream of people information for inlet of respectively getting on the bus Crowd evacuates allotment by bus, guarantees that passenger can get on the bus before train starts, is transported according to stream of people's chamfered shape in station and personnel Movement may determine that whether stream of people's flow process occurs accident, so as to handle accident in time, ensure that passenger safety has Effect is got on the bus.Further, the acoustic information in station at different location is stopped by monitoring train, according to broadcast casting sound and people Group's noise determines its noise percent information, when crowd noise is larger, promptly can persistently broadcast the voice prompting for reducing noise, To ensure that station process of getting on the bus orderly carries out safely.Meanwhile by pollutant type in train (stink, musty, raw meat Taste) and all types of concentration effective monitoring, when contaminant gases concentration reaches preset concentration, carry out in-vehicle exposure object removing mentions It wakes up, to ensure that the amenity for taking train for a long time is good.
Further, multiple station operating environment monitoring terminals 1 are separately positioned at the different location at the top of train, and vehicle It includes: the first acquisition module 11 that operating environment of standing, which monitors terminal 1, and the first acquisition module 11 includes: image acquisition units 111, sound Frequency acquisition unit 112 and vehicle external environment acquisition unit 113.
Wherein, image acquisition units 111, for acquiring the image information in train stop station;Audio collection unit 112, for acquiring the acoustic information in train stop station;Acoustic information includes: broadcast casting acoustic information, crowd noise letter Breath;Vehicle external environment acquisition unit 113, for acquiring temperature, brightness, smokescope and meteorological data in train stop station, And vehicle external environment acquisition unit 113 includes: the first temperature sensor, smoke sensor device and meteorological sensor, meteorological sensor packet It includes: the capacitance sensor of Relative Humidity Measuring and the ultrasonic sensor of measurement wind speed.
Further, station operating environment monitors terminal 1 further include: density of stream of people determining module 12 completely determines by bus Module 13 and noise ratio determining module 14.
Wherein, density of stream of people determining module 12, for the image feature according to extraction, by the distribution of head portrait quantity, really Determine the density of stream of people in station at different location;Module 13 is completely determined by bus, for the image feature according to extraction, passes through people Human action state in chamfered shape and stream of people's chamfered shape is flowed, determines safe condition of riding in station;Noise ratio-dependent mould Block 14 is determined in station for the sound characteristic according to extraction by the decibel of broadcast casting sound and the decibel of crowd's sound Noise ratio.
Further, multiple interior operating environment monitoring 2 subregions of terminal are laid in inside train, interior operating environment monitoring Terminal 2 includes: the second acquisition module 21, and the second acquisition module 21 includes: air quality monitoring unit 211, second temperature sensing Device 212 and humidity sensor 213.
Wherein, air quality monitoring unit 211, for monitoring train internal particle object concentration, pollutant odorousness;The Two temperature sensors 212, for monitoring temperature information in train;Humidity sensor 213, for monitoring humidity information in train. Air quality monitoring unit 211 includes: particle concentration sensor and pollutant odorousness detection unit;Particle concentration passes Sensor includes the sensor of TSP, PM10, PM5, PM2.5 or PM1 concentration specifications.
Further, interior operating environment monitors terminal 2 further include: pollutant category determination module 22 and pollution level are true Cover half block 23;
Wherein, pollutant category determination module 22, for the pollutant by the judgement monitoring of pollutant classification detection unit Gas classification;Wherein, contaminant gases classification includes: stink, musty, fishy smell etc.;Pollution level determining module 23, for passing through The contaminant gases concentration of pollutant concentration detection unit judgement monitoring.
Further, train monitoring center 3 includes: evacuating personnel allotment reminding module 31, safe early warning module 32 and dirt It contaminates object and removes reminding module 33.
Wherein, evacuating personnel deploys reminding module 31, is used for when riding time reaching preset time, according to each compartment mouth Density of stream of people carries out evacuating personnel allotment according to nearby principle and reminds;Safe early warning module 32, for being stopped in station when train Stream of people's chamfered shape is " stream of people surrounds and watches " shape (surrounding and watching encirclement shape, be different from normal stream of people's flow profile) and " stream of people encloses When the interior shape of sight " has " fighting " to act (i.e. arm leg significantly acts, and is different from normal personnel's walking motion), station is carried out The safe early warning of interior corresponding position is broadcasted;Pollutant removes reminding module 33, for reaching default when contaminant gases concentration When concentration, carries out in-vehicle exposure object and remove prompting.
In conclusion the present invention realizes the iron of innovation in terms of station stream of people monitoring and in-vehicle exposure object monitor two Road train operation environmental monitoring, to ensure that passenger safety effectively gets on the bus and comfortably rides.
Disclosed above is only several specific embodiments of the invention, and those skilled in the art can carry out the present invention Various modification and variations without departing from the spirit and scope of the present invention, if these modifications and changes of the present invention belongs to the present invention Within the scope of claim and its equivalent technologies, then the present invention is also intended to include these modifications and variations.

Claims (8)

1. a kind of railroad train operating environment monitoring device based on wireless sensor characterized by comprising multiple station fortune Seek environmental monitoring terminal (1), multiple interior operating environment monitorings terminal (2), train monitoring center (3) and ZigBee wireless communication Network (4), station operating environment monitoring terminal (1) and interior operating environment monitoring terminal (2) are by described ZigBee cordless communication network (4) and the train monitoring center (3) wirelessly communicate;
The station operating environment monitors terminal (1), for monitoring the environmental data in train stop station, and is stopped according to train Image information and acoustic information at different location in station determine that train stops by extracting image feature and sound characteristic Density of stream of people, ride security information and noise percent information at different location in station;
Car operating environment monitoring terminal (2), for monitoring the environmental data in train, and according in different monitoring regions Pollutant odorousness determines pollutant classification and pollution level;
The train monitoring center (3), for carrying out crowd according to nearby principle by voice and evacuating by bus according to density of stream of people Allotment casting;For carrying out the casting of station safe early warning by voice according to security information of riding;For being believed according to noise ratio Breath carries out station noise control casting by voice;And for being carried out by voice according to pollutant classification and pollution level In-vehicle exposure object removes casting.
2. the railroad train operating environment monitoring device based on wireless sensor as described in claim 1, which is characterized in that more A station operating environment monitoring terminal (1) is separately positioned at the different location at the top of train, and ring is runed at the station It includes: the first acquisition module (11) that border, which monitors terminal (1), and first acquisition module (11) includes: image acquisition units (111), audio collection unit (112) and vehicle external environment acquisition unit (113);
Described image acquisition unit (111), for acquiring the image information in train stop station;
The audio collection unit (112), for acquiring the acoustic information in train stop station;The acoustic information includes: Broadcast casting acoustic information, crowd noise information;
The vehicle external environment acquisition unit (113), it is gentle for acquiring temperature, brightness, smokescope that train is stopped in station Image data.
3. the railroad train operating environment monitoring device based on wireless sensor as claimed in claim 2, which is characterized in that institute Stating vehicle external environment acquisition unit (113) includes: the first temperature sensor, smoke sensor device and meteorological sensor;Wherein, the gas Image sensor includes: the capacitance sensor of Relative Humidity Measuring and the ultrasonic sensor of measurement wind speed.
4. the railroad train operating environment monitoring device based on wireless sensor as described in claim 1, which is characterized in that institute Station operating environment monitoring terminal (1) is stated to include: density of stream of people determining module (12), completely determine module (13) and noise by bus Ratio-dependent module (14);
The density of stream of people determining module (12) determines vehicle by the distribution of head portrait quantity for the image feature according to extraction Density of stream of people in standing at different location;
It is described to completely determine module (13) by bus, for the image feature according to extraction, taken turns by stream of people's chamfered shape and the stream of people Human action state in profile shape determines safe condition of riding in station;
The noise ratio determining module (14), for the sound characteristic according to extraction, by the decibel of broadcast casting sound and The decibel of crowd's sound determines noise ratio in station.
5. the railroad train operating environment monitoring device based on wireless sensor as described in claim 1, which is characterized in that more A described interior operating environment monitoring terminal (2) subregion is laid in inside train, car operating environment monitoring terminal (2) packet Include: the second acquisition module (21), second acquisition module (21) include: air quality monitoring unit (211), second temperature biography Sensor (212) and humidity sensor (213);
The air quality monitoring unit (211), for monitoring train internal particle object concentration, pollutant odorousness;
The second temperature sensor (212), for monitoring temperature information in train;
The humidity sensor (213), for monitoring humidity information in train.
6. the railroad train operating environment monitoring device based on wireless sensor as claimed in claim 5, which is characterized in that institute Stating air quality monitoring unit (211) includes: particle concentration sensor and pollutant odorousness detection unit;Wherein, institute State the sensor that particle concentration sensor includes TSP, PM10, PM5, PM2.5 or PM1 concentration specifications.
7. the railroad train operating environment monitoring device based on wireless sensor as described in claim 1, which is characterized in that institute Stating interior operating environment monitoring terminal (2) includes: pollutant category determination module (22) and pollution level determining module (23);
The pollutant category determination module (22), for the contaminant gases by the judgement monitoring of pollutant classification detection unit Classification;Wherein, the contaminant gases classification includes: stink, musty, fishy smell;
The pollution level determining module (23), it is dense for the contaminant gases by the judgement monitoring of pollutant concentration detection unit Degree.
8. the railroad train operating environment monitoring device based on wireless sensor as described in claim 1, which is characterized in that institute Stating train monitoring center (3) includes: evacuating personnel allotment reminding module (31), safe early warning module (32), noise control prompting Module (33) and pollutant remove reminding module (34);
The evacuating personnel deploys reminding module (31), is used for when riding time reaching preset time, according to each compartment mouth people Current density carries out evacuating personnel allotment according to nearby principle and reminds;
The safe early warning module (32), for when train stop station in stream of people's chamfered shape be " stream of people surrounds and watches " shape and When " stream of people surrounds and watches " interior shape has " fighting " movement, the safe early warning casting of corresponding position in station is carried out;
The noise control reminding module (33), for improving decibel and being held when voice broadcast sound is less than crowd noise It is continuous to reduce noise casting;
The pollutant removes reminding module (34), interior dirty for carrying out when contaminant gases concentration reaches preset concentration It contaminates object and removes prompting.
CN201910650903.7A 2019-07-18 2019-07-18 A kind of railroad train operating environment monitoring device based on wireless sensor Pending CN110285858A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111137311A (en) * 2020-01-02 2020-05-12 中车青岛四方机车车辆股份有限公司 Method and device for adjusting passenger room environment of motor train unit
CN111176352A (en) * 2019-12-30 2020-05-19 中国铁道科学研究院集团有限公司电子计算技术研究所 Environment monitoring system and method in intelligent railway passenger station
US20200186743A1 (en) * 2016-11-24 2020-06-11 Hanwha Techwin Co., Ltd. Apparatus and method for displaying images and passenger density
CN114104036A (en) * 2021-11-12 2022-03-01 上海建科工程咨询有限公司 Rail transit monitoring system and method

Citations (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH04193664A (en) * 1990-11-28 1992-07-13 East Japan Railway Co Device for warning and guiding at platform
JPH08228401A (en) * 1995-02-22 1996-09-03 Mitsubishi Heavy Ind Ltd Rail temperature sensor
JPH08290751A (en) * 1995-03-27 1996-11-05 Rockwell Internatl Corp Sensor system and safety system for vehicle
US20010050709A1 (en) * 2000-05-31 2001-12-13 Koito Industries Ltd. Platform monitoring system
KR20090009557U (en) * 2008-03-19 2009-09-23 다성전자기술 주식회사 Image display unit of wall in tunnel
CN202083474U (en) * 2011-04-28 2011-12-21 西南交通大学 On-line networked monitoring device for closed compartment environment of high-speed train
CN102289805A (en) * 2011-06-10 2011-12-21 北京云加速信息技术有限公司 Video-based method for detecting crowd density in subway
CN103661486A (en) * 2013-12-19 2014-03-26 华南理工大学 Subway crowding degree indication device
CN104820995A (en) * 2015-04-21 2015-08-05 重庆大学 Large public place-oriented people stream density monitoring and early warning method
CN105607558A (en) * 2016-01-27 2016-05-25 中国铁道科学研究院电子计算技术研究所 Passenger station operation environment comprehensive monitoring system and method based on sensor network
CN105611615A (en) * 2016-01-27 2016-05-25 中国铁道科学研究院电子计算技术研究所 Station environment monitoring system and information aggregation method
CN206097236U (en) * 2016-08-17 2017-04-12 成都仁通融合信息技术有限公司 System for it distributes to be used for monitoring subway station stream of people
CN106960285A (en) * 2017-04-01 2017-07-18 北京交通大学 A kind of subway train operation service quality detection device and method
US20170263088A1 (en) * 2014-09-05 2017-09-14 Gaoncos Co., Ltd. Passenger evacuation direction guidance system
CN107330841A (en) * 2017-06-19 2017-11-07 刘焱 A kind of subway management system based on artificial intelligence
CN107351870A (en) * 2017-06-16 2017-11-17 深圳市盛路物联通讯技术有限公司 A kind of passenger's bootstrap technique and system
CN107784258A (en) * 2016-08-31 2018-03-09 南京三宝科技股份有限公司 Subway density of stream of people method of real-time
CN107798819A (en) * 2016-08-30 2018-03-13 何享贤 Automobile bodies environmental monitoring remote handset phonetic alarm device
CN108039016A (en) * 2017-11-27 2018-05-15 天津精科技发展股份有限公司 A kind of subway underground operation space safety monitoring and early warning system
CN108248623A (en) * 2017-12-27 2018-07-06 河南辉煌信通软件有限公司 Air detection and ventilating system in a kind of railway carriage
CN108363369A (en) * 2018-01-30 2018-08-03 深圳市盛路物联通讯技术有限公司 Metro environment monitoring method, device, readable storage medium storing program for executing and computer equipment
CN108394428A (en) * 2018-01-18 2018-08-14 南京熊猫电子股份有限公司 Subway carriage passenger flow based on mobile phone IMSI detection techniques guides system and method
CN207799857U (en) * 2018-01-30 2018-08-31 郑州铁路职业技术学院 A kind of compartment wireless environment monitoring system
CN108593840A (en) * 2017-12-27 2018-09-28 嘉兴博感科技有限公司 A kind of atmosphere quality monitoring device
US20190111952A1 (en) * 2017-10-18 2019-04-18 Progress Rail Locomotive Inc. Monitoring system for train
CN109815882A (en) * 2019-01-21 2019-05-28 南京行者易智能交通科技有限公司 A kind of subway carriage intensity of passenger flow monitoring system and method based on image recognition

Patent Citations (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH04193664A (en) * 1990-11-28 1992-07-13 East Japan Railway Co Device for warning and guiding at platform
JPH08228401A (en) * 1995-02-22 1996-09-03 Mitsubishi Heavy Ind Ltd Rail temperature sensor
JPH08290751A (en) * 1995-03-27 1996-11-05 Rockwell Internatl Corp Sensor system and safety system for vehicle
US20010050709A1 (en) * 2000-05-31 2001-12-13 Koito Industries Ltd. Platform monitoring system
KR20090009557U (en) * 2008-03-19 2009-09-23 다성전자기술 주식회사 Image display unit of wall in tunnel
CN202083474U (en) * 2011-04-28 2011-12-21 西南交通大学 On-line networked monitoring device for closed compartment environment of high-speed train
CN102289805A (en) * 2011-06-10 2011-12-21 北京云加速信息技术有限公司 Video-based method for detecting crowd density in subway
CN103661486A (en) * 2013-12-19 2014-03-26 华南理工大学 Subway crowding degree indication device
US20170263088A1 (en) * 2014-09-05 2017-09-14 Gaoncos Co., Ltd. Passenger evacuation direction guidance system
CN104820995A (en) * 2015-04-21 2015-08-05 重庆大学 Large public place-oriented people stream density monitoring and early warning method
CN105607558A (en) * 2016-01-27 2016-05-25 中国铁道科学研究院电子计算技术研究所 Passenger station operation environment comprehensive monitoring system and method based on sensor network
CN105611615A (en) * 2016-01-27 2016-05-25 中国铁道科学研究院电子计算技术研究所 Station environment monitoring system and information aggregation method
CN206097236U (en) * 2016-08-17 2017-04-12 成都仁通融合信息技术有限公司 System for it distributes to be used for monitoring subway station stream of people
CN107798819A (en) * 2016-08-30 2018-03-13 何享贤 Automobile bodies environmental monitoring remote handset phonetic alarm device
CN107784258A (en) * 2016-08-31 2018-03-09 南京三宝科技股份有限公司 Subway density of stream of people method of real-time
CN106960285A (en) * 2017-04-01 2017-07-18 北京交通大学 A kind of subway train operation service quality detection device and method
CN107351870A (en) * 2017-06-16 2017-11-17 深圳市盛路物联通讯技术有限公司 A kind of passenger's bootstrap technique and system
CN107330841A (en) * 2017-06-19 2017-11-07 刘焱 A kind of subway management system based on artificial intelligence
US20190111952A1 (en) * 2017-10-18 2019-04-18 Progress Rail Locomotive Inc. Monitoring system for train
CN108039016A (en) * 2017-11-27 2018-05-15 天津精科技发展股份有限公司 A kind of subway underground operation space safety monitoring and early warning system
CN108248623A (en) * 2017-12-27 2018-07-06 河南辉煌信通软件有限公司 Air detection and ventilating system in a kind of railway carriage
CN108593840A (en) * 2017-12-27 2018-09-28 嘉兴博感科技有限公司 A kind of atmosphere quality monitoring device
CN108394428A (en) * 2018-01-18 2018-08-14 南京熊猫电子股份有限公司 Subway carriage passenger flow based on mobile phone IMSI detection techniques guides system and method
CN108363369A (en) * 2018-01-30 2018-08-03 深圳市盛路物联通讯技术有限公司 Metro environment monitoring method, device, readable storage medium storing program for executing and computer equipment
CN207799857U (en) * 2018-01-30 2018-08-31 郑州铁路职业技术学院 A kind of compartment wireless environment monitoring system
CN109815882A (en) * 2019-01-21 2019-05-28 南京行者易智能交通科技有限公司 A kind of subway carriage intensity of passenger flow monitoring system and method based on image recognition

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
史天运等: "WSN在高速列车运营环境监测中的应用框架研究", 《铁道标准设计》 *
徐春婕等: "基于WSN的铁路客运站运营环境监控***", 《计算机工程与设计》 *

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20200186743A1 (en) * 2016-11-24 2020-06-11 Hanwha Techwin Co., Ltd. Apparatus and method for displaying images and passenger density
US10841654B2 (en) * 2016-11-24 2020-11-17 Hanwha Techwin Co., Ltd. Apparatus and method for displaying images and passenger density
CN111176352A (en) * 2019-12-30 2020-05-19 中国铁道科学研究院集团有限公司电子计算技术研究所 Environment monitoring system and method in intelligent railway passenger station
CN111137311A (en) * 2020-01-02 2020-05-12 中车青岛四方机车车辆股份有限公司 Method and device for adjusting passenger room environment of motor train unit
CN114104036A (en) * 2021-11-12 2022-03-01 上海建科工程咨询有限公司 Rail transit monitoring system and method

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Application publication date: 20190927