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423 results about "Fire smoke" patented technology

Real-time video field fire smoke detection method based on convolutional neural network

The invention provides a real-time video field fire smoke detection method based on a convolutional neural network. A smoke image data set is collected through an experimental simulation mode, and a training set, a test set and a verification set are created; the training set, the test set and the verification set are subjected to automatic annotation, and in combination of manual adjustment, thetraining set, the test set and the verification set with a real label are obtained respectively; the training set and the verification set with the real label are subjected to image rotation processing, color channel color addition and subtraction processing and scaling processing to obtain the processed training set and the processed verification set with the real label; the parameters of the convolutional neural network are initialized, and according to the training set with the real label after scaling processing, a well-built convolutional neural network model is trained; a to-be-detectedfield monitoring image is acquired in real time, and through the trained convolutional neural network model, a smoke target detection frame is predicted and optimized; and inter-frame confidence enhancement and relocation are carried out on the target detection result given by the trained convolutional neural network model.
Owner:WUHAN UNIV

Fire field multi- parameter optical maser wavelength modulated spectrum detector method and apparatus

The invention discloses a fire scene multi-parameter laser wavelength modulation spectrum detection method and a device thereof, wherein, fire smoke products are treated through a smoke pre-treatment device and then pumped into a white cell through an air extracting pump; a multi-channel laser controller scans and modulates the wavelengths of a plurality of DFB lasers according to the time-sharing and multiplexing working mode, and all waves of laser share an optical fiber and are outputted sequentially through a wave combiner, then are aligned by a fiber collimator and sent to the white cell to detect the fire smoke products; a photoelectric detector converts light intensity signals of laser repeatedly reflected and absorbed by the white cell into electrical signals which are sent to two phase-locking magnifier modules for frequency selecting magnification so as to obtain a fundamental frequency component and a second harmonic component; a multi-channel data acquisition card converts output voltage signals of the phase-locking magnifiers into digital signals which are sent to a micro-computer for real-time data processing, so that the fire scene multi-parameter information containing the oxygen concentration of the fire scene, concentrations of various toxic gases and smoke concentration is obtained. The detection method and device can realize real-time on-line monitoring to fire scene multi-parameters, and have the advantages of being real-time, multi-component and highly sensitive, good selectivity of gas, high reliability and strong environmental disturbance resistance ability.
Owner:UNIV OF SCI & TECH OF CHINA

Video fire hazard smoke detecting method based on color saturation degree and movement mode

The invention discloses a method for detecting fire disaster smog by video on the basis of color saturation and motion mode, which comprises the following steps: firstly, extracting a foreground motion block from a video image acquired by a monitoring camera through a difference method; secondly, detecting the color saturation of the foreground motion block, estimating the direction of the motion block, and calculating the cumulant and the main moving direction of the motion block; and thirdly, calculating the color saturation detection percentage of each region, the average cumulant and the main moving direction ratio to form a characteristic vector, and adopting a Bayesian classifier to judge whether the smog is the fire disaster smog. The detection of the color saturation reflects a rough color distribution of the smog and eliminates a large amount of foreground interfering objects with glowing colors. The color detection in a blocking mode further improves the anti-interference performance of a system. The cumulant shows the characteristic of continuous movement nearby a smoldering point of the smog, and has very good anti-interference performance for a non-reciprocating object. The comprehensive utilization of the color saturation detection percentage, the average cumulant and the main movement ratio can greatly reduce the rate of false alarm for the system.
Owner:UNIV OF SCI & TECH OF CHINA

Experiment platform for simulation of control over fire smoke at key connection positions of subway station

The invention provides an experiment platform for simulation of control over fire smoke at key connection positions of a subway station. The experiment platform for simulation of control over the fire smoke at the key connection positions of the subway station comprises a simulated station hall layer, a simulated platform layer, a simulated tunnel rail traveling layer, a simulated subway train, a ventilation and smoke discharge system, an air curtain system and a fire parameter measurement system. By the adoption of the experiment platform, study on a series of basic theories such as the flowing characteristics of fire smoke, generated when a fire disaster occurs on a subway station, at the key positions where a platform, a station hall and a tunnel rail traveling area are connected and control mode optimization and engineering practical problems can be conducted; a complete solution to study on the evolvement rule of the characteristic parameters such as the effectiveness of a technology for controlling the fire smoke at the key connection positions of the subway station, the temperature field and the poisonous gas concentration field in the scene that fire disaster occur on subway train fire-prevention parking stations and a subway station platforms is provided.
Owner:UNIV OF SCI & TECH OF CHINA

Ventilation, smoke discharge and evacuation system for underwater single-tube double-layer shield traffic tunnel

ActiveCN103939124AEfficient service evacuationEffective service rescue needsTunnel/mines ventillationTunnelsMarine engineeringTower
The invention discloses a ventilation, smoke discharge and evacuation system for an underwater single-tube double-layer shield traffic tunnel. The ventilation, smoke discharge and evacuation system comprises an upper-layer lane, a lower-layer lane, a jet fan and a wind tower. An axial flow fan is arranged in the wind tower. A sector space on one side face of a round shield section of the tunnel is an independent smoke discharge channel. An escape channel is arranged in a sector space on the other side of the round shield section of the tunnel. A staircase connected with the upper layer and the lower layer is arranged in the escape channel. An upper-layer front room is arranged between the staircase and a lower-layer escape door. A lower-layer front room is arranged between the staircase and an upper-layer escape door. Positive pressure fans are installed on the wall shared by the upper-layer front room and the staircase and the wall shared by the lower-layer front room and the staircase respectively. The upper end of the side wall of the tunnel is provided with an upper-layer smoke outlet and a lower-layer smoke outlet. The upper-layer smoke outlet and the lower-layer smoke outlet are respectively provided with an automatic smoke discharge fire damper. By means of the ventilation, smoke discharge and evacuation system, fire smoke can not diffuse between the upper layer and the lower layer, the visibility of the escape environment is good, the escape environment is not invaded by the smoke, personnel evacuation is efficient and quick, escape time is greatly shortened, personnel casualties are reduced, construction is safe, and later-period maintenance is easy.
Owner:WUHAN ZHONGJIAO TRAFFIC ENG CO LTD

Mine fire escape route cellular automaton optimizing and guiding method

ActiveCN108154265AImprove escape efficiencySolve the problem of psychological panic and self-helpForecastingResourcesPhysical modelEngineering
The invention discloses a mine fire escape route cellular automaton optimizing and guiding method, and belongs to mine fire safe escape methods. An underground monitoring subsystem, a smoke plume migration simulation subsystem, an escape route selection subsystem and a rescue and escape command guiding subsystem are included, and the monitoring system is composed of a ground central station and various underground sensors and monitors temperature, gas and flue gas parameters in real time; the smoke plume migration simulation system simulates dynamic evolution rules of underground fire smoke through FDS software; the escape route selection subsystem applies a cellular automaton for building a mathematical physical model under the mine ventilation network structure actual condition, dynamically quantizes the complex roadway environment and the smoke pollution range, calculates the escape efficiency and determines the best escape route; the rescue and escape command guiding subsystem provides guidance for underground escape persons on the basis of the escape route calculation result, and the best escape route is fed back to underground workers by means of an upper computer and an underground voice alarm system, the escape efficiency is comprehensively improved, and casualties are reduced to the maximum extent.
Owner:CHINA UNIV OF MINING & TECH

Intelligent household control system and method

InactiveCN104216294ASmart control to turn on the lightsIntelligent control dimmingComputer controlAudio electronicsGlobal system
The invention discloses an intelligent household control system and method. The system comprises an infrared receiving part, an infrared signal emitting control air conditioner, a fire smoke sensor, a combustible gas sensor, a brightness and humidity and the like analog signal expanding acquirer, a GSM (Global System for Mobile Communications) network signal command, a TC35 module, an amplifying converter, an amplifying shaper, a voltage converter, an RS232 serial communicator, a PC, an LED liquid crystal display system, a photoelectric isolator, a switching device, a window motor, a smoke exhaust ventilator, a hall map, a stair lamp, a sound system controller, a power controller, an electric water heater, an electric cooker executing device and an MCU (Microprogrammed Control Unit) minimum master control system; the infrared receiving part is used for receiving a 38KH infrared signal from a demodulating remote controller and transmitting to the MCU controller by the external interrupting mode, then the 38KH infrared signal is decoded through the software and used for recognizing the key value of a remote controller. The intelligent household control system has the characteristics that the whole structure is small and convenient to use; the intelligent household control system is applicable to popularization and application.
Owner:HUANGHE S & T COLLEGE

Tunnel fire extinguishing system based on water curtain shielding effects

The invention provides a tunnel fire extinguishing system based on water curtain shielding effects. The tunnel fire extinguishing system comprises a fire detection system; the fire detection system includes a fire detector and a fire alarm controller; the fire detector is in communication connection with the fire alarm controller. A water curtain fire extinguishing system comprises a water supply system and multiple sets of water curtain nozzle sections arranged along the longitudinal interval of the tunnel; the water supply system consists of deluge valves units corresponding to all of the sets of water curtain nozzle sections. The deluge valves units are in communication connection with the fire alarm controller. The sets of water curtain nozzle sections comprise multi-row water curtain nozzles installed along the cross section of the tunnel. The fire detector is arranged on the vault or the side wall of the tunnel which is between the adjacent sets of water curtain nozzle sections. According to the tunnel fire extinguishing system, the water curtain nozzle sections produce a full section dense water curtain with a certain thickness on both sides of the fire source and form a water curtain partition section to prevent the spread of fire smoke and to block the air supply on both sides of the water curtain, and finally to achieve the effects of controlling the fire smoke in the tunnel and extinguishing the fire.
Owner:TONGJI UNIV

Intelligent smoke stove linkage control system

InactiveCN108916933ARealize adaptive adjustmentAddressed issue where adjustments did not match actual smoke levelsDomestic stoves or rangesLiquid heating fuelControl systemEngineering
The invention discloses an intelligent smoke stove linkage control system. The system comprises a range hood and a cooker, the cooker comprises a position sensor and an ignition control unit, the range hood comprises a motor, a smoke sensor and a drive control unit, the motor is connected with the drive control unit, and the drive control unit and the ignition control unit are connected by wireless. The driving control unit obtains the firepower value and the smoke concentration value, determines the change of the firepower value, and selectively adjusts the smoke concentration value accordingto the change of the firepower value, and sets the smoke extraction gear according to the change of the firepower value and the smoke concentration value. The linkage control system of the inventionadjusts the state of the range hood according to the firepower of the cooker and the smoke, and realizes the linkage control of the smoke extraction gear, the firepower of the cooker and the concentration of the smoke, and solves the small fire and heavy smoke problem in the actual operation. The problem that the fire smoke and smoke change concentrations of the cooker in the actual operation aredifferent, so that the adjustment of the smoke extraction gear is not match the actual smoke concentration can be solved.
Owner:JOYOUNG CO LTD

Fireproof door core plate sheet material and preparation method thereof

ActiveCN104311113AEffective distribution of forceAvoid breakingCeramicwareCarbon layerFiber
The invention discloses a fireproof door core plate sheet material. The fireproof door core plate sheet material is prepared from the following components in parts by weight: 5-30 parts of reinforced fibers, 2-10 parts of bentonite, 6-30 parts of an adhesive, 10-25 parts of inorganic gel material, 1-12 parts of an adhesion agent, 1-10 parts of fireproof expansion blocking material, 0.2-2 parts of a waterproof agent and 150-260 parts of water, wherein the adhesion agent has the effect of promoting the compatibility and the foaming effect of all the raw materials and the adhesive and the inorganic gel material are used for keeping generated foam; and the reinforced fibers have the effect of endowing the materials with certain flexibility and good mechanical strength. When the fireproof expansion blocking material suffers from a fire, the fireproof expansion blocking material expands to form a ceramic carbon layer to effectively block cracks which are formed when the sheet material suffers from the fire, and thus the fireproof door core plate sheet material has good heat insulation and fire smoke blocking performances. A preparation method of the fireproof door core plate sheet material is simple and convenient, is easy to operate and can be easily put into industrial production. The fireproof door core plate sheet material has the characteristics of small volume-weight, long fireproof time, no moisture absorption, no halogenation and the like.
Owner:应急管理部天津消防研究所

Fire ventilation and smoke exhaust experimental simulation device based on urban underground traffic linkage tunnel system

ActiveCN105243950AUnderstand and master the actual control effectBest way to openEducational modelsMeasurement deviceEngineering
The invention discloses a fire ventilation and smoke exhaust experimental simulation device based on an urban underground traffic linkage tunnel system. The fire ventilation and smoke exhaust experimental simulation device comprises a simulation fire source device, a tunnel longitudinal smoke exhaust control optimization device, a fire detection device, a multi-feature parameter measurement device and a tunnel slope adjustment device. The fire ventilation and smoke exhaust experimental simulation device consists of four single hole tunnels, the fire ventilation and smoke exhaust experimental simulation device is placed in directions of up-north, lower-south, left-west and right-east, and an underground parking garage is arranged in the center; the fire ventilation and smoke exhaust experimental simulation device is provided with an emergency escape door, model vehicles, an inlet jet blower, an outlet jet blower, axial flow fans, jet flow fans and smoke exhaust ports; a plurality of the axial flow fans and a plurality of the jet flow fans are respectively arranged on walls and upper ends of the tunnels of the simulation device; and the slope of the tunnel device can be adjusted. The fire ventilation and smoke exhaust experimental simulation device can simulate fire smoke characteristics and fire detection performance of the urban underground traffic linkage tunnels, and provides a research platform for acquiring reasonable fire smoke control schemes and smoke exhaust effect of the urban underground traffic linkage tunnels.
Owner:HEFEI UNIV OF TECH

Evacuation route arrangement structure for combined highway and metro shield tunnel

The invention discloses an evacuation route arrangement structure for a combined highway and metro shield tunnel. The structure comprises a lateral evacuation platform and an evacuation route, wherein a first fireproof door is arranged between the lateral evacuation platform and the evacuation route; the evacuation route comprises a walking plane and stairs; the walking plane comprises a low walking plane on the same elevation with the lateral evacuation platform, a high walking plane at the same elevation of an entrance of the stairs and a gentle slope for connecting the low and high walking planes; the stairs are positioned in a stair well, and the stair well consists of a stair well partition wall and a shield tunnel pipe piece; a second fireproof door is arranged on the stair well partition wall between the high walking plane and the stairs; a pressurization fan is arranged another stair well partition wall opposite to the second fireproof door. According to the structure, the width of the evacuation route is greatly increased, the evacuation time is shortened, and the evacuation efficiency is improved; in addition, the evacuation route is prevented from being invaded by fire smoke on a highway layer, so that the evacuation safety is improved.
Owner:CHINA RAILWAY SIYUAN SURVEY & DESIGN GRP

Visible light intelligent identification algorithm

The present invention discloses a visible light intelligent identification algorithm. A visible light intelligent identification system employs a fire smoke detection module to perform motion detection for multi-frame images and segment frames of the motion; video images for a time are extracted, preprocessing of the video images is performed according to the form, the color, the texture and the motion form of fire smoke, and areas of the time area and the space area of the fire smoke are determined; secondary identification of features of the fire smoke is performed, the memory learning interference is eliminated, the multiple probability calculation is performed; and real data is obtained, and alarm prompting is given. The algorithm concretely comprises the following steps: (1) environment learning; (2) moving object identification; (3) area division and numbering; (4) smog identification; (5) flame identification; (6) probability analysis; and (7) body simulation and memory storage. The visible light intelligent identification algorithm is mainly applied to forest fire monitoring identification, agriculture moorburn identification and inflammable open fire identification, wherein the state comprises smog, flame form and the like, and the visible light intelligent identification algorithm can identify whether fire behavior is generated or not based on the image technology.
Owner:知晓(北京)通信科技有限公司
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