CN109444007A - PM2.5 concentration detection system and its detection method based on STM32 - Google Patents

PM2.5 concentration detection system and its detection method based on STM32 Download PDF

Info

Publication number
CN109444007A
CN109444007A CN201811326302.2A CN201811326302A CN109444007A CN 109444007 A CN109444007 A CN 109444007A CN 201811326302 A CN201811326302 A CN 201811326302A CN 109444007 A CN109444007 A CN 109444007A
Authority
CN
China
Prior art keywords
key
chip microcontroller
concentration
stm32
light
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
CN201811326302.2A
Other languages
Chinese (zh)
Inventor
聂莉娟
顾亚文
奚科芳
杭莉
杨志杰
方志伟
杨娟
张若儒
蒋林
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.)
Jinken College Of Technology
Original Assignee
Jinken College Of Technology
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 Jinken College Of Technology filed Critical Jinken College Of Technology
Priority to CN201811326302.2A priority Critical patent/CN109444007A/en
Publication of CN109444007A publication Critical patent/CN109444007A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/06Investigating concentration of particle suspensions
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/02Investigating particle size or size distribution
    • G01N15/0205Investigating particle size or size distribution by optical means
    • G01N15/0211Investigating a scatter or diffraction pattern
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/042Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/06Investigating concentration of particle suspensions
    • G01N15/075Investigating concentration of particle suspensions by optical means

Landscapes

  • Chemical & Material Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Biochemistry (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Dispersion Chemistry (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Investigating Or Analyzing Materials By The Use Of Electric Means (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)

Abstract

The invention discloses a kind of PM2.5 concentration detection system and its detection method based on STM32, is to combine the EMS for realizing the detection to PM2.5 with sensor technology by embedded technology, control technology.It is exactly that simple portable and material is inexpensive that this secondary design, which has apparent advantage, operable required precision is relatively high, and have the advantages that adjustable, this secondary design is using STM32 as control centre, the particle concentration of sensor acquisition is by AD conversion at data, display screen is conveyed to by single-chip microcontroller calculating to show, when being more than buzzing alarm when setting most produces tabular value shockingly, realizes the effect of efficient and convenient detection PM2.5 concentration.

Description

PM2.5 concentration detection system and its detection method based on STM32
Technical field
The invention belongs to the technical fields of PM2.5 Concentration Testing, more particularly to the PM2.5 Concentration Testing based on STM32 System and its detection method.
Background technique
The MCU of current most of PM2.5 concentration detection apparatus is to use 51 basic models and 52 Strong MCUs for control Core processed.51 single-chip microcontrollers are the general designations to the single-chip microcontroller of all compatible Intel8031 instruction systems, this series of single-chip microcontroller First ancestor is 8031 single-chip microcontrollers of Intel, later with the development of flash ROM technology, 8031 single-chip microcontrollers achieve it is considerable into It transforms into for one of most widely used 8bit single-chip microcontroller, his representative model is exactly the AT89 series of atmel corp.The design The MCU STM32 single-chip microcontroller that system uses is then that ST (STMicw Electronics) company is raw for core using the cortex-M of arm company The single-chip microcontroller of the 32bit series of production, what his internal resource (register and peripheral functionality) will be more compared with 8051, AVR and PIC It is more, it may be substantially close to the CPU of computer, be suitable for mobile phone, router etc..
51 single-chip microcontrollers are a single-chip microcontrollers of elementary course, do not have self-programming ability generally.STM32 series is based on aiming at It is required that the ARM Cortex-M3 kernel that high-performance, low cost, the Embedded Application of low-power consumption specially design.
The sensor of current most of PM2.5 concentration detection apparatus selects dust sensor as PM2.5 Concentration Testing Carrier.The structure and circuit of dust sensor are fairly simple, and light source is infrared LED light source, and air-flow inlet and outlet is mainly by electricity Resistance fever has particle by exporting high level to obtain thermal current flowing.Output signal only has PWM model.
The display device of current most of PM2.5 concentration detection apparatus selects liquid crystal LCD1602 to complete display function. LCD1602 is that black and white TN shows screen, resolution ratio 5*8, and it is colored master that the display device that system uses, which selects 2.8 cun of TFT LCD, Dynamic display screen, resolution ratio 240*320.Cost is relatively low by LCD1602, but has following limitation in use:
It a) is character mode lcd, display letter and number is more convenient, but Display of Chinese characters is very inconvenient, and does not carry Chinese character Library.
B) font shown has size limitation, cannot show figure etc..
Summary of the invention
The present invention is to solve at least one technical problem present in above-mentioned background technique, provides one kind by embedded skill Art, control technology combine and realize the EMS of the detection to PM2.5 with sensor technology.
The present invention is achieved through the following technical solutions: the PM2.5 concentration detection system based on STM32, which is characterized in that It include: single-chip microcontroller, signal acquisition module, key module, LED display module, sound alarm module and light alarm module, the letter Number acquisition module, key module, LED display module, sound alarm module and light alarm module constitute a circuit;
The input terminal of the signal acquisition module is connect with the pin of the STM32 single-chip microcontroller;
The key module includes three keys, and respectively set key ,+key and-key, the key ,+key and-key is between each other It is in parallel;The set key and the PA0 port pinout of single-chip microcontroller connect;The connection of the PC5 port pinout of described+key and single-chip microcontroller;Institute State-the PA15 port pinout of key and single-chip microcontroller connects;
The smooth alarm module includes red light, amber light and green light, and the red light, amber light and green light are mutually in parallel each other;The red light It is connect with the PA2 port pinout of single-chip microcontroller;The connection of the PA1 port pinout of the amber light and single-chip microcontroller;The green light and single-chip microcontroller PA4 port pinout connection.
In a further embodiment, the signal acquisition module uses PMS5003T sensor;The LED display module Using TFT touch screen.
In a further embodiment, number display and high-low threshold value of the LED display module for PM2.5 concentration is set Fixed echo, connect with the port PB of single-chip microcontroller and PC0, PC1, PC2, PC3, PC6, PC7, PC8, PC9, PC10 port pinout.
In a further embodiment, the alarming value of light alarm module is set are as follows: the concentration value of the PM2.5 of detection is 0 Ug/M3-35ug/M3, green light indicate that environment is good;
For the concentration value of the PM2.5 of detection in 35ug/M3-150ug/M3, amber light is bright, indicates slight pollution;
For the concentration value of the PM2.5 of detection in 150 ug/M3 or more, red light is bright, and has buzzer warning, indicates serious pollution.
In a further embodiment, the alarming value of the sound alarm module is set are as follows: the PM2.5 concentration value of detection is super After crossing alarming value, buzzer warning, alarming value can be manually adjusted with key.
In a further embodiment, sound alarm module and the PA8 port pinout of single-chip microcontroller connect.
A kind of detection method of the PM2.5 concentration detection system based on STM32, specifically includes the following steps:
S1: after the completion of hardware environment is built, software translating is burnt in single-chip microcontroller well, is opened using uVision5 IDE is integrated Hair ring border;
S2: connecting with the mains, and single-chip microcontroller starts automatically, first pop-up initialization interface;
S3: after initialization interface is paused 5 seconds, into main interface;It can be seen that, the detecting state of the top will dynamic from interface Display refreshed the PM2.5 data of a current environment every 1 second, and shows;
S4: signal acquisition module software reads in the granule density data that PMS5003 sensor is sent into from serial ports, decodes PM2.5 Concentration;
S5: single-chip microcontroller utilizes the algorithm based on Michaelis (MIE) theory, obtains different in the equivalent grain size and unit volume of particulate matter The particulate matter quantity of partial size;
S6:LCD shows current Low threshold, can use+key ,-key setting PM2.5 alarm value;Set key is pressed again, and LCD is aobvious Show current high threshold ,+key ,-key setting PM2.5 alarm value can be used.Set key is pressed again, setting completed for alarm value, this When+key ,-key be invalid;
S7: with buzzer warning;Amber light is slight or intermediate pollution;And green light indicates that air quality is good.
The working principle of this system is: power switch opened, the numerical value of laser sensor enters single-chip microcontroller by serial ports, Exact numerical is shown on TFT touch screen is shown by I/O mouthfuls after decoding, while being sent into monolithic by key assignments reference value Machine, the concentration level threshold value of the collected concentration value of comparison and setting, shows corresponding indicator light and warning note.
Major function:
1. green indicator light can be bright when PM2.5 concentration is less than low valve valve, indicate that current air mass is good.
2. being lower than high threshold values when PM2.5 concentration is higher than low valve valve, yellow indicator lamp can be bright, indicates that present air is slightly dirty Dye.
3. red indicating light can be bright when PM2.5 concentration is higher than high threshold values, while buzzer is rung, and indicates present air severe Pollution.
Beneficial effects of the present invention: the PM2.5 detection of 1. this system has accomplished that detection in 0.1 second refreshes a data, therefore It is more demanding to operational capability.It is 32 single-chip microcontrollers using STM32 single-chip microcontroller, single treatment data width 32, and 51 can only Processing 8.In addition, the internal RAM and ROM(flash of STM32) it is all more much bigger than 51, STM32F103 has 64kRAM, 512kROM, dominant frequency reach 72M.Therefore operational capability is much more powerful.On-Chip peripheral is also relatively abundant, timer up to 14 or 17, PWM is powerful, and ADC precision also reaches 12, and there are also D/A modules, real-time clock, and there are also FPU Float Point Units DSP function, especially dma controller free CPU from busy data relay.The arithmetic speed of STM32 is about 51 Tens times of single-chip microcontroller, and peripheral interface function is more powerful than 51 too many.Therefore STM32 is selected to meet the requirement of arithmetic speed.
2. STM32 SCM program be all it is modular, interface is more relatively easy, register can be used and be programmed, The library file that official can also be used to provide is programmed, and not only programming is convenient in this way, but also is easier to transplant.
3. the laser sensor that the design system uses, not only precision is high, output signal is that serial ports exports, in this way can be with Accomplishing that the distance of the other modules of system and data acquisition module is farther in the detection process can also be can be suitably used for bad environments Detect case.
4. 2.8 cun of TFT LCD that the design system uses, display contain much information, chinese disply can be carried out, picture is shown Deng.
Detailed description of the invention
Fig. 1 is circuit diagram of the invention.
Specific embodiment
The present invention is further elaborated With reference to embodiment.
PM2.5 concentration detection system based on STM32, comprising: STM32 single-chip microcontroller, signal acquisition module, key module, LED display module, sound alarm module and light alarm module, the signal acquisition module, key module, LED display module, sound Sound alarm module and light alarm module constitute a circuit;
The input terminal of the signal acquisition module is connect with the pin of the STM32 single-chip microcontroller PA10;
The key module includes three keys, and respectively set key ,+key and-key, the key ,+key and-key is between each other It is in parallel;The set key is connect with the PA0 port pinout of STM32 single-chip microcontroller;Draw the port PC5 of described+key and STM32 single-chip microcontroller Foot connection;Described-key is connect with the PA15 port pinout of STM32 single-chip microcontroller;
The smooth alarm module includes red light, amber light and green light, and the red light, amber light and green light are mutually in parallel each other;The red light It is connect with the PA2 port pinout of STM32 single-chip microcontroller;The amber light is connect with the PA1 port pinout of STM32 single-chip microcontroller;It is described green Lamp is connect with the PA4 port pinout of STM32 single-chip microcontroller.
The signal acquisition module uses PMS5003T sensor;The LED display module uses TFT touch screen.
Number display and high-low threshold value setting echo of the LED display module for PM2.5 concentration, with STM32 monolithic The port PB of machine is connected with PC0, PC1, PC2, PC3, PC6, PC7, PC8, PC9, PC10 port pinout.
The alarming value of light alarm module is set are as follows: the concentration value of the PM2.5 of detection is in 0 ug/M3-35ug/M3, green light, Indicate that environment is good;
For the concentration value of the PM2.5 of detection in 35ug/M3-150ug/M3, amber light is bright, indicates slight pollution;
For the concentration value of the PM2.5 of detection in 150 ug/M3 or more, red light is bright, and has buzzer warning, indicates serious pollution.
The alarming value of the sound alarm module is set are as follows: the PM2.5 concentration value of detection is more than buzzer report after alarming value Alert, alarming value can be manually adjusted with key.
Sound alarm module is connect with the PA8 port pinout of STM32 single-chip microcontroller.
Wherein the corresponding interface assignment of the pin of STM32 single-chip microcontroller is as shown in table 1.
The corresponding interface assignment table of 1 pin of table
Pin Interface assignment Pin Interface assignment
PA0 KEY_SET PB10 LCD_D10
PA1 LED_Y PB11 LCD_D11
PA2 LED_R PB12 LCD_D12
PA4 LED_G PB13 LCD_D13
PA8 BUZZER PB14 LCD_D14
PA10 Serial ports RX PB15 LCD_D15
PA15 KEY_MINUS PC0 T_SCK
PB0 LCD_D0 PC1 T_PEN
PB1 LCD_D1 PC2 T_MISO
PB2 LCD_D2 PC3 T_MOSI
PB3 LCD_D3 PC5 KEY_PLUS
PB4 LCD_D4 PC6 LCD_RD
PB5 LCD_D5 PC7 LCD_WR
PB6 LCD_D6 PC8 LCD_RS
PB7 LCD_D7 PC9 LCD_CS
PB8 LCD_D8 PC10 LCD_BL
PB9 LCD_D9
A kind of detection method of the PM2.5 concentration detection system based on STM32, specifically includes the following steps:
S1: after the completion of hardware environment is built, software translating is burnt to well in STM32 single-chip microcontroller;
S2: connecting with the mains, and STM32 single-chip microcontroller starts automatically, first pop-up initialization interface;
S3: after initialization interface is paused 5 seconds, into main interface;It can be seen that, the detecting state of the top will dynamic from interface Display refreshed the PM2.5 data of a current environment every 1 second, and shows;
S4: signal acquisition module software reads in the granule density data that PMS5003 sensor is sent into from serial ports, decodes PM2.5 Concentration;
S5:STM32 single-chip microcontroller utilizes the algorithm based on Michaelis (MIE) theory, obtains the equivalent grain size and unit volume of particulate matter The particulate matter quantity of interior different-grain diameter;
S6:LCD shows current Low threshold, can use+key ,-key setting PM2.5 alarm value;Set key is pressed again, and LCD is aobvious Show current high threshold ,+key ,-key setting PM2.5 alarm value can be used.Set key is pressed again, setting completed for alarm value, this When+key ,-key be invalid;
S7: with buzzer warning;Amber light is slight or intermediate pollution;And green light indicates that air quality is good.
Compared with prior art: the PM2.5 detection of this system has accomplished that detection in 0.1 second refreshes a data, therefore to fortune It is higher to calculate Capability Requirement.STM32 is 32 single-chip microcontrollers, single treatment data width 32, and 51 can only handle 8.In addition, The internal RAM and ROM(flash of STM32) it is all more much bigger than 51, STM32F103 has 64kRAM, 512kROM, and dominant frequency reaches 72M.Cause This operational capability is much more powerful.On-Chip peripheral is also relatively abundanter, and timer up to 14 or 17, PWM is powerful, ADC precision also reaches 12, and there are also D/A modules, real-time clock, and there are also FPU Float Point Unit DSP function, especially DMA controls Device frees CPU from busy data relay.The arithmetic speed of STM32 is about tens times of 51 single-chip microcontrollers, and And peripheral interface function is more powerful than 51 too many.Therefore STM32 is selected to meet the requirement of arithmetic speed.
2. STM32 SCM program be all it is modular, interface is more relatively easy, register can be used and be programmed, The library file that official can also be used to provide is programmed, and not only programming is convenient in this way, but also is easier to transplant.
3. the laser sensor that the design system uses, not only precision is high, output signal is that serial ports exports, in this way can be with Accomplishing that the distance of the other modules of system and data acquisition module is farther in the detection process can also be can be suitably used for bad environments Detect case.
4. 2.8 cun of TFT LCD that the design system uses, display contain much information, chinese disply can be carried out, picture is shown Deng.
Detailed functions introduction
1 signal acquisition module
Signal acquisition module software reads in the granule density data that PMS5003 is sent into from serial ports, decodes PM2.5 concentration.This is Signal acquisition of uniting uses PMS5003T sensor, using laser light scattering principle.Even the aerial suspended particulate of laser irradiation Scattering is generated on object, while collecting scattering light in a certain special angle, obtains the curve that scattered light intensity changes over time.In turn Microprocessor utilizes the algorithm based on Michaelis (MIE) theory, obtains different-grain diameter in the equivalent grain size and unit volume of particulate matter Particulate matter quantity.
Key module
The design shares " set key " parallel with one another, "+key ", "-key ", and after set key is pressed, LCD shows currently low Threshold value can use+key ,-key setting PM2.5 alarm value;Set key is pressed again, LCD shows current high threshold, can use+ PM2.5 alarm value is arranged in key ,-key.Set key is pressed again, and setting completed for alarm value, and at this time+key ,-key are invalid.Realize user It manually controls, meets user to the difference of environmental condition testing requirements, realize good man-machine communication.
When the circuit is energized, the circuit of current contamination rank is reminded according to different concentration ranges, uses green, Huang, it is red Three LED light show atmospheric air quality, and bright red light is serious pollution, with buzzer warning;Amber light is slight or moderate Pollution;And green light indicates that air quality is good.

Claims (8)

1. the PM2.5 concentration detection system based on STM32 characterized by comprising single-chip microcontroller, signal acquisition module, key mould Block, LED display module, sound alarm module and light alarm module, the signal acquisition module, key module, LED show mould Block, sound alarm module and light alarm module constitute a circuit;
The input terminal of the signal acquisition module is connect with the PA10 pin of the single-chip microcontroller;
The key module includes three keys, and respectively set key ,+key and-key, the key ,+key and-key is between each other It is in parallel;The set key and the PA0 port pinout of single-chip microcontroller connect;The connection of the PC5 port pinout of described+key and single-chip microcontroller;Institute State-the PA15 port pinout of key and single-chip microcontroller connects;
The smooth alarm module includes red light, amber light and green light, and the red light, amber light and green light are mutually in parallel each other;The red light It is connect with the PA2 port pinout of single-chip microcontroller;The connection of the PA1 port pinout of the amber light and single-chip microcontroller;The green light and single-chip microcontroller PA4 port pinout connection.
2. the PM2.5 concentration detection system according to claim 1 based on STM32, which is characterized in that the signal acquisition Module uses PMS5003T sensor;The LED display module uses TFT touch screen.
3.PM2.5 concentration detection system according to claim 1 based on STM32, which is characterized in that the LED is shown Number display and high-low threshold value setting echo of the module for PM2.5 concentration, with the port PB of single-chip microcontroller and PC0, PC1, PC2, The connection of PC3, PC6, PC7, PC8, PC9, PC10 port pinout.
4. the PM2.5 concentration detection system according to claim 1 based on STM32, which is characterized in that setting light alarm mould The alarming value of block are as follows: the concentration value of the PM2.5 of detection indicates that environment is good in 0 ug/M3-35ug/M3, green light;
For the concentration value of the PM2.5 of detection in 35ug/M3-150ug/M3, amber light is bright, indicates slight pollution;
For the concentration value of the PM2.5 of detection in 150 ug/M3 or more, red light is bright, and has buzzer warning, indicates serious pollution.
5. the PM2.5 concentration detection system according to claim 1 based on STM32, which is characterized in that the sound is arranged The alarming value of alarm module are as follows: for the PM2.5 concentration value of detection more than after alarming value, buzzer warning, alarming value can use key It manually adjusts.
6. the PM2.5 concentration detection system according to claim 1 based on STM32, which is characterized in that sound alarm module It is connect with the PA8 port pinout of single-chip microcontroller.
7. a kind of detection method of the PM2.5 concentration detection system based on STM32, specifically includes the following steps:
S1: after the completion of hardware environment is built, software translating is burnt in single-chip microcontroller well;
S2: connecting with the mains, and single-chip microcontroller starts automatically, first pop-up initialization interface;
S3: after initialization interface is paused 5 seconds, into main interface;It can be seen that, the detecting state of the top will dynamic from interface Display refreshed the PM2.5 data of a current environment every 1 second, and shows;
S4: signal acquisition module software reads in the granule density data that PMS5003 sensor is sent into from serial ports, decodes PM2.5 Concentration;
S5: single-chip microcontroller utilizes the algorithm based on Mie theory, obtains different-grain diameter in the equivalent grain size and unit volume of particulate matter Particulate matter quantity;
S6:LCD shows current Low threshold, can use+key ,-key setting PM2.5 alarm value;Set key is pressed again, and LCD is aobvious Show current high threshold ,+key ,-key setting PM2.5 alarm value can be used.
8. pressing set key again, setting completed for alarm value, and at this time+key ,-key are invalid;
S7: with buzzer warning;Amber light is slight or intermediate pollution;And green light indicates that air quality is good.
CN201811326302.2A 2018-11-08 2018-11-08 PM2.5 concentration detection system and its detection method based on STM32 Pending CN109444007A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811326302.2A CN109444007A (en) 2018-11-08 2018-11-08 PM2.5 concentration detection system and its detection method based on STM32

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811326302.2A CN109444007A (en) 2018-11-08 2018-11-08 PM2.5 concentration detection system and its detection method based on STM32

Publications (1)

Publication Number Publication Date
CN109444007A true CN109444007A (en) 2019-03-08

Family

ID=65551567

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811326302.2A Pending CN109444007A (en) 2018-11-08 2018-11-08 PM2.5 concentration detection system and its detection method based on STM32

Country Status (1)

Country Link
CN (1) CN109444007A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110095392A (en) * 2019-05-07 2019-08-06 河海大学常州校区 A kind of dust detection method based on photoelectric sensor, apparatus and system
CN110672483A (en) * 2019-10-29 2020-01-10 南京北路自动化***有限责任公司 Low-power-consumption laser dust sensor
CN111595745A (en) * 2020-06-19 2020-08-28 河海大学常州校区 Dust detection alarm system based on cloud database

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN205826471U (en) * 2016-07-21 2016-12-21 苏州经贸职业技术学院 Dust content detecting system
CN106768086A (en) * 2017-04-06 2017-05-31 四川理工学院 A kind of room air detecting system
CN106840984A (en) * 2016-12-06 2017-06-13 上海工程技术大学 A kind of zonal atmospheric haze distributed detection system
CN206470155U (en) * 2016-12-06 2017-09-05 上海工程技术大学 Haze detection and data transmission device based on GPRS network
CN107222573A (en) * 2017-07-12 2017-09-29 石家庄学院 A kind of household safe protection and remote monitoring system based on Internet of Things
CN107796443A (en) * 2017-11-10 2018-03-13 苏州甫腾智能科技有限公司 A kind of indoor environment monitoring device with internet of things functional
CN207197565U (en) * 2017-07-04 2018-04-06 中国石油大学(华东) A kind of domestic environment quality monitoring device based on STM32 single-chip microcomputers
CN108488912A (en) * 2018-03-28 2018-09-04 广州凌飞电子科技有限公司 The dual-purpose air purifier of automobile household
CN108627617A (en) * 2018-05-17 2018-10-09 合肥杜威智能科技股份有限公司 A kind of air quality display system

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN205826471U (en) * 2016-07-21 2016-12-21 苏州经贸职业技术学院 Dust content detecting system
CN106840984A (en) * 2016-12-06 2017-06-13 上海工程技术大学 A kind of zonal atmospheric haze distributed detection system
CN206470155U (en) * 2016-12-06 2017-09-05 上海工程技术大学 Haze detection and data transmission device based on GPRS network
CN106768086A (en) * 2017-04-06 2017-05-31 四川理工学院 A kind of room air detecting system
CN207197565U (en) * 2017-07-04 2018-04-06 中国石油大学(华东) A kind of domestic environment quality monitoring device based on STM32 single-chip microcomputers
CN107222573A (en) * 2017-07-12 2017-09-29 石家庄学院 A kind of household safe protection and remote monitoring system based on Internet of Things
CN107796443A (en) * 2017-11-10 2018-03-13 苏州甫腾智能科技有限公司 A kind of indoor environment monitoring device with internet of things functional
CN108488912A (en) * 2018-03-28 2018-09-04 广州凌飞电子科技有限公司 The dual-purpose air purifier of automobile household
CN108627617A (en) * 2018-05-17 2018-10-09 合肥杜威智能科技股份有限公司 A kind of air quality display system

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
严学阳,等: "基于STM32的手持环境监测***设计", 《微型机与应用》 *
陈双叶,等: "智能家居室内空气质量检测、评价与监控***设计", 《信息通信技术》 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110095392A (en) * 2019-05-07 2019-08-06 河海大学常州校区 A kind of dust detection method based on photoelectric sensor, apparatus and system
CN110672483A (en) * 2019-10-29 2020-01-10 南京北路自动化***有限责任公司 Low-power-consumption laser dust sensor
CN111595745A (en) * 2020-06-19 2020-08-28 河海大学常州校区 Dust detection alarm system based on cloud database

Similar Documents

Publication Publication Date Title
CN109444007A (en) PM2.5 concentration detection system and its detection method based on STM32
CN101975751B (en) Embedded type harmful gas detection system
CN103968892A (en) Multifunctional solar type PM 2.5 detection system
CN201837619U (en) Harmful gas detecting device
CN108786938A (en) Haze particle forms analog meter
CN205593987U (en) Formaldehyde detector
CN204758444U (en) PM2. 5 particle detection device
CN206974987U (en) A kind of air quality detection system
CN105066374A (en) Intelligent air purifying equipment
CN205697475U (en) A kind of shower pointing out water consumption
CN203711454U (en) Air-hose-free self-cleaning type ventilation cabinet
CN203083076U (en) Fresh air system intelligent controller
CN207007230U (en) A kind of environmental monitoring intelligent controlling device based on mobile technology
CN108488912A (en) The dual-purpose air purifier of automobile household
CN204902126U (en) Intelligence air purification equipment
CN205907030U (en) Intelligence oxygen bar
CN203989550U (en) A kind of Helmet with air purification
CN206699011U (en) A kind of new gaseous state plant cultivating device
CN207674597U (en) A kind of small-sized round fresh air purification device with auxiliary hot function
CN108008079A (en) A kind of vehicle-mounted detecting system and method
CN208090883U (en) A kind of novel intelligent home glass sunlight house ventilation device for floor
CN109247287B (en) Cloud computing type driving motor noise shielding method
CN206601319U (en) A kind of haze sensing equipment
CN202470303U (en) Intelligent clock controlled air quality testing, early-alarming and wireless recovery system
CN206043130U (en) A kind of multifunctional intellectual fish jar

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20190308

RJ01 Rejection of invention patent application after publication