CN109236298A - A kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR - Google Patents

A kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR Download PDF

Info

Publication number
CN109236298A
CN109236298A CN201811233674.0A CN201811233674A CN109236298A CN 109236298 A CN109236298 A CN 109236298A CN 201811233674 A CN201811233674 A CN 201811233674A CN 109236298 A CN109236298 A CN 109236298A
Authority
CN
China
Prior art keywords
ray
collision
equipment
equipment room
distance
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.)
Granted
Application number
CN201811233674.0A
Other languages
Chinese (zh)
Other versions
CN109236298B (en
Inventor
张旭辉
王妙云
杜昱阳
张雨萌
张超
赵建勋
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.)
Xian University of Science and Technology
Original Assignee
Xian University of Science and 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 Xian University of Science and Technology filed Critical Xian University of Science and Technology
Priority to CN201811233674.0A priority Critical patent/CN109236298B/en
Publication of CN109236298A publication Critical patent/CN109236298A/en
Application granted granted Critical
Publication of CN109236298B publication Critical patent/CN109236298B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • EFIXED CONSTRUCTIONS
    • E21EARTH OR ROCK DRILLING; MINING
    • E21CMINING OR QUARRYING
    • E21C41/00Methods of underground or surface mining; Layouts therefor
    • E21C41/16Methods of underground mining; Layouts therefor
    • E21C41/18Methods of underground mining; Layouts therefor for brown or hard coal
    • EFIXED CONSTRUCTIONS
    • E21EARTH OR ROCK DRILLING; MINING
    • E21FSAFETY DEVICES, TRANSPORT, FILLING-UP, RESCUE, VENTILATION, OR DRAINING IN OR OF MINES OR TUNNELS
    • E21F17/00Methods or devices for use in mines or tunnels, not covered elsewhere
    • E21F17/18Special adaptations of signalling or alarm devices

Landscapes

  • Engineering & Computer Science (AREA)
  • Mining & Mineral Resources (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Geology (AREA)
  • Remote Sensing (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Emergency Alarm Devices (AREA)

Abstract

The invention discloses a kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR, it is collided by collision detection module divergent-ray and the equipment for being added to collision body all in virtual scene, and return to collision information, it is equipment room distance D by calculating ray length of the ray between all collision bodies, the distance D for the equipment room that will test is compared with the distance threshold of systemic presupposition, when the distance D of equipment room is less than a certain threshold value, early warning detection module sounds an alarm, operator is reminded to take corresponding measure, according to system suggestion judge the relative position of equipment room, to realize the purpose of early warning detection.The present invention realizes equipment room early warning and monitoring and collision checking function using virtual ray detection technique in virtual emulation and remote monitoring platform, and then carries out manual intervention by virtual emulation and remote control table, achievees the purpose that prevent three machine equipments from colliding.

Description

A kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR
Technical field
The present invention relates to the Collision Detections remotely controlled, more particularly, to a kind of three machine equipment of coal mine fully-mechanized mining working Anti-collision warning detection method.
Background technique
With the continuous development of coal mining technology, most of coal mining enterprises of China have been realized in automation, mechanization Coal mining.But few people, manless working face remotely controlled operation in, the most common hidden danger is exactly mutually to touch between fully-mechanized mining equipment It hits and force piece occurs squeezing frame, stings frame, the phenomenon of falling frame, therefore, how efficiently and accurately to detect touching between fully-mechanized mining equipment Hit the key problem as Safety of Coal Mine Production.The method for generalling use sensor and vision measurement supervises digging operating condition Control.But due to the fluctuation of extraneous factor and the limitation of sensor mounting location, sensor itself dynamic characteristic and quiet will cause The change of step response and unstable, so that sensor is unable to reach fast and accurately mesh in the practical application of collision detection 's.With the fast development of visual sensing technology and image processing techniques, vision measurement has become a kind of the most popular non- Contact measurement method.Vision measurement does not need additional optical path ancillary equipment relative to other measuring methods, it is only necessary to By photographic device, corresponding measurement can be completed by acquisition, the analysis to image, but not due to underworkings light Enough, the problems such as and dust content is big, is easy to happen explosion, influences the information collection of photographic device, is not suitable in this way In complicated coal mine environment.
Summary of the invention
The object of the present invention is to provide a kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR, according to scene In each equipment motion profile and pose fast and accurately judge whether controlled device intersects, realize fully-mechanized mining working set Anti-collision warning detects between standby, ensure that fully-mechanized mining equipment is normal in recovery process by the automatic obstacle avoiding of human intervention and equipment Operation, meets the high efficiency and requirement of real-time of system.
The technical scheme is that a kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR, is based on coal Mine fully-mechanized mining working virtual emulation and tele-control system propose, the system mainly include virtual emulation and remote monitoring platform, Console, data communication module, lower computer hardware, wherein virtual emulation and remote monitoring platform are used to emulate working face The motion state of face ring border and three machine equipments, the platform are based on Unity3D exploitation software and are modeled, rendered, assemble etc. to grasp It builds, which is characterized in that be added to by collision detection module divergent-ray with all in virtual scene in the platform The equipment of collision body collides, and returns to collision information, by calculating the ray length between ray and all collision bodies The distance D of the as distance D of equipment room, the equipment room that will test are compared with the distance threshold of systemic presupposition, work as equipment Between distance D be less than a certain threshold value, early warning detection module sounds an alarm, and reminds operator to take corresponding measure, according to system Prompt judges the relative position of equipment room, to realize the purpose of early warning detection;
According to working condition safety demand, two distance threshold D are setmax, Dmin, it is three regions by the distance D of equipment room points: Safety zone, prewarning area and danger zone;
The ray length between ray and all collision bodies is calculated by the following method:
Assuming that the starting point coordinate of a certain ray is A (x, y, z) in space, the sphere centre coordinate of ball collision body is O (x0, y0, z0), R indicates the radius of a ball, then the trigger area of Ray-Sphere collision are as follows:
L=((x, y, z) | (x-x0)2+(y-y0)2+(z-z0)2≤R2Formula (1) sets a, b, c be respectively box collision body length, Wide, high, taking any point B (x, y, z) in space is ray origin, and the barycentric coodinates of box body are O (x0, y0, z0), then Ray-Box The trigger area of collision are as follows:
If the coordinate of any point meets formula (1), the constraint condition L (x, y, z) in formula (2) on ray, then it can determine whether ray Intersect with collision body, the distance by calculating ray starting point to intersection point determines that ray length is the distance D of equipment room.
Emit virtual ray in equipment room using collision detection module, there are two types of situations for divergent-ray: (1) appointing on certain point edge One direction vector emits a ray, can be realized by Physics.Raycast static function, (2) are a certain solid on screen Divergent-ray is pinpointed, it can be by ScreenPoint To two kinds of api functions of Ray or Viewport Point To Ray come real It is existing;These virtual rays are similar to invisible reflection straight line, encounter first equipment with collision body and just stop emitting, and feed back The collision information detected.
Specific detection process is as follows:
Step 1: rigid body and collision body are added for the device models to collide all in virtual scene, according to operating condition It is required that setting early warning distance threshold value D between the rigid body easily to collide at each groupmax, Dmin
Step 2: collision detection module emits virtual ray, operation interface in equipment room when fully-mechanized mining equipment setting in motion There is the collision information (colliding object, collision distance D) that GUI window shows equipment room, simultaneity factor starts to judge D and Dmax, DminBetween positional relationship:
As D > DmanWhen, the distance of equipment room is in safety zone, and GUI window does not occur;
Work as Dmax> D > DminWhen, the distance D of equipment room enters prewarning area, and early warning detection module can sound an alarm, operation There is the collision information that GUI window shows equipment room in interface, reminds operator's equipment that will collide, need to be by artificially doing The motion state of each equipment of pre-adjustment, so that equipment room is in rational position;
As D < DminWhen, the distance D of equipment room enters danger zone, and early warning detection module can sound an alarm, operation interface There is the distance D that GUI window shows equipment room, needs to carry out collision detection at this time, if equipment room collides, system is taken tightly Anxious braking, if not colliding, pseudo operation platform is read the various kinds of sensors being mounted in equipment by database and examined at this time Measured data calculates the motion pose of three machine equipments, the motion state of each equipment is adjusted according to calculated result, so that at equipment room In rational position, fully-mechanized mining equipment automatic obstacle avoiding is realized.
The beneficial effects of the present invention are:
The present invention can not accurately judge to set in operating condition for coal mine fully-mechanized mining working virtual emulation and tele-control system The problem of colliding between standby, using virtual ray detection technique combination sensor detecting, passes through transmitting in virtual interacting platform Virtual ray guarantees the normal fortune of three machine equipments in real time to the collision detection and early warning and monitoring of three machine equipment of fully-mechanized mining working Row.This method can also promote the use of in the collision detection of other tele-control systems.
Detailed description of the invention
Fig. 1 is anti-collision warning detection work flow diagram of the invention.
Fig. 2 is virtual emulation scene figure of the invention.
Fig. 3 is collision detection schematic diagram of the invention.
Fig. 4 is collision detection figure of the invention.
Fig. 5 is early warning detection figure of the invention.
Specific embodiment
As shown in Figure 1, coal-mine integrated-mining equipment collision detection and method for early warning based on VR, it is characterised in that: be based on coal mine Fully-mechanized mining working virtual emulation and tele-control system propose, which mainly includes virtual emulation and remote monitoring platform, remote Journey operation bench, data communication module, lower computer hardware.Wherein virtual emulation platform is used to emulate fully-mechanized mining working environment and three The motion state of machine equipment realizes the collision detection early warning function to three machine equipments in the platform by virtual ray detection technique Energy.
In virtual environment, to generate collision effect and be necessary for target object addition rigid body component and collision component.For mesh It marks object and adds rigid body component, the physics interaction of target object in the scene may be implemented.
Secondly the anti-collision warning detection module of three machine equipments is added for the system, anti-collision warning detection module is mainly by early warning Detection module and collision detection module two parts composition.After system opens virtual ray detection, collision detection module can be right Distance between each group of collision body is detected, when detecting equipment spacing from abnormal condition, early warning detection module It is activated, operator is reminded to take corresponding collision avoidance measure.
Early warning detection is the key that ensure that automation coal mining process operates normally, when the distance D of equipment room is less than a certain threshold Value, early warning detection module can sound an alarm, and operator is reminded to take corresponding measure.According to working condition safety demand, pass through setting Two distance threshold Dmax, Dmin, it is three regions: safety zone, prewarning area and danger zone by the distance D of equipment room points, The relative position of equipment room is according to system suggestion judged, to realize the early warning detection of system.
Collision detection module is realized and emitting virtual ray in equipment room, and usually there are two types of feelings when divergent-ray Condition, (1) emit a ray along any direction vector in certain point, can be realized by Physics.Raycast static function, (2) A certain fixed point divergent-ray on screen can pass through Screen Point To Ray or Viewport Point To Ray Two kinds of api functions are realized;These virtual rays are similar to invisible reflection straight line, encounter first equipment with collision body just Stop transmitting, and feeds back the collision information detected.The realization side of ray detection can be selected according to the actual requirement of target object Formula.
The method of the invention is monitored the relative distance three machine equipments in the course of work, and specific collision is pre- Alert testing process is as follows:
Step 1: rigid body and collision body are added for the model that can be collided in virtual unit and environment, according to operating condition It is required that set distance threshold value D between the rigid body easily to collide at each groupmax, Dmin
Step 2: ray detection is activated when fully-mechanized mining equipment setting in motion, there is GUI window and shows to set in operation interface Distance D between standby, simultaneity factor start to judge D and Dmax, DminBetween positional relationship:
As D > DmaxWhen, the distance D of equipment room is in safety zone, and GUI window does not occur;Work as Dmax> D > DminWhen, if Distance D between standby is in prewarning area, and early warning detection module can sound an alarm prompt operator and will collide, need to pass through Human intervention adjusts the motion state of each equipment, so that equipment room is in rational position;
As D < DminWhen, the distance D of equipment room is in danger zone, needs to carry out collision detection at this time, if equipment room is sent out Raw collision system takes emergency braking, needs to carry out the pose calculating of colliding object at this time if not colliding, ties according to calculating Fruit adjusts the motion state of each equipment, so that equipment room is in reasonable relative position, realizes fully-mechanized mining equipment automatic obstacle avoiding.
As shown in Fig. 2, in Unity3D virtual interacting platform, the virtual scene for completing down-hole combined mining working build and Modeling, rendering, the assembly of virtual three machine equipment.In virtual environment, rigid body component and collision component are added for target object, it can To realize the physics interaction of the object in the scene.Collision body is one kind of physical assemblies, it will be added to mesh together with rigid body Collision could be triggered on marking device.
As shown in figure 3, guaranteeing the real-time and standard of collision detection between three machine equipments in this system using box-like collision body True property, be three machine equipment of fully-mechanized mining working virtual ray collision detection schematic diagram, wherein the cube for surrounding equipment be for The collision body of equipment different parts addition, dotted line indicate the virtual ray for distance between detection device.
As shown in figure 4, coalcutter and hydraulic support, in normal motion, virtual ray in real time carries out virtual environment Detection, when equipment room is in safe distance, ray stippling line indicates that motion process is normal.
As shown in figure 5, may be touched between roller and mutually side when rocker arm rises to originally determined prewarning area It hits, virtual ray is in dotted line immediately, prompts operator that should take corresponding manual control.
It is emphasized that embodiment of the present invention be it is illustrative, without being restrictive, therefore the present invention is simultaneously It is not limited to embodiment described in specific embodiment, all capable field technique personnel obtain according to the technique and scheme of the present invention Other embodiments, also belong to the scope of protection of the invention.

Claims (4)

1. a kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR, based on coal mine fully-mechanized mining working virtual emulation with Tele-control system proposes that the system mainly includes virtual emulation and remote monitoring platform, console, data communication mould Block, lower computer hardware, wherein virtual emulation and remote monitoring platform are used to emulate fully-mechanized mining working environment and three machine equipments Motion state, the platform are based on Unity3D exploitation software and the operations such as are modeled, rendered, assembled building, and feature exists In being touched by collision detection module divergent-ray with the equipment for being added to collision body all in virtual scene in the platform It hits, and returns to collision information, be equipment room distance D by calculating ray length of the ray between all collision bodies, The distance D for the equipment room that will test is compared with the distance threshold of systemic presupposition, when the distance D of equipment room is less than a certain threshold Value, early warning detection module sound an alarm, and remind operator to take corresponding measure, according to system suggestion judge the opposite of equipment room Position, to realize the purpose of early warning detection;
According to working condition safety demand, two distance threshold D are setmax, Dmin, it is three regions by the distance D of equipment room points: safety Region, prewarning area and danger zone.
2. coal-mine integrated-mining equipment collision detection and method for early warning based on VR as described in claim 1, it is characterised in that: by with Lower method calculates the ray length between ray and all collision bodies:
Assuming that the starting point coordinate of a certain ray is A (x, y, z) in space, the sphere centre coordinate of ball collision body is O (x0, y0, z0), R table Show the radius of a ball, then the trigger area of Ray-Sphere collision are as follows:
L=(x, y, z) | (x-x0)2+(y-y0)2+(z-z0)2≤R2Formula (1) sets a, b, c be respectively box collision body length and width, Height, taking any point B (x, y, z) in space is ray origin, and the barycentric coodinates of box body are O (x0, y0, z0), then Ray-Box is touched The trigger area hit are as follows:
If the coordinate of any point meets formula (1), the constraint condition L (x, y, z) in formula (2) on ray, then it can determine whether ray and touch Collision body intersection, the distance by calculating ray starting point to intersection point determine that ray length is the distance D of equipment room.
3. coal-mine integrated-mining equipment collision detection and method for early warning based on VR as described in claim 1, it is characterised in that: utilize Collision detection module emits virtual ray in equipment room, and there are two types of situations for divergent-ray: (1) sending out in certain point along any direction vector A ray is penetrated, can be realized by Physics.Raycast static function, a certain fixed point divergent-ray of (2) on screen, It can be realized by Screen Point To two kinds of api functions of Ray or Viewport Point To Ray;These are virtually penetrated Line is similar to invisible reflection straight line, encounters first equipment with collision body and just stops emitting, and feeds back the collision detected Information.
4. coal-mine integrated-mining equipment collision detection and method for early warning based on VR as described in claim 1, it is characterised in that: specific Detection process is as follows:
Step 1: add rigid bodies and collision body for the device models to collide all in virtual scene, according to working condition requirement, Early warning distance threshold value D is set between the rigid body that each group easily collidesmax, Dmin
Step 2: collision detection module emits virtual ray in equipment room when fully-mechanized mining equipment setting in motion, operation interface occurs GUI window shows the collision information of equipment room, and simultaneity factor starts to judge D and Dmax, DminBetween positional relationship:
As D > DmaxWhen, the distance of equipment room is in safety zone, and GUI window does not occur;
Work as Dmax> D > DminWhen, the distance D of equipment room enters prewarning area, and early warning detection module can sound an alarm, operation interface There is the collision information that GUI window shows equipment room, reminds operator's equipment that will collide, need to adjust each equipment Motion state so that equipment room is in rational position;
As D < DminWhen, the distance D of equipment room enters danger zone, and early warning detection module can sound an alarm, and operation interface occurs GUI window shows equipment room collision information, needs to carry out collision detection at this time, if equipment room collides, system is taken promptly Braking;If not colliding, pseudo operation platform is read the various kinds of sensors being mounted in equipment by database and detected at this time Data calculate the motion pose of three machine equipments, the motion state of each equipment are adjusted according to calculated result, so that equipment room is in Rational position.
CN201811233674.0A 2018-10-23 2018-10-23 VR-based colliery fully mechanized mining equipment collision detection and early warning method Active CN109236298B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811233674.0A CN109236298B (en) 2018-10-23 2018-10-23 VR-based colliery fully mechanized mining equipment collision detection and early warning method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811233674.0A CN109236298B (en) 2018-10-23 2018-10-23 VR-based colliery fully mechanized mining equipment collision detection and early warning method

Publications (2)

Publication Number Publication Date
CN109236298A true CN109236298A (en) 2019-01-18
CN109236298B CN109236298B (en) 2020-04-28

Family

ID=65081149

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811233674.0A Active CN109236298B (en) 2018-10-23 2018-10-23 VR-based colliery fully mechanized mining equipment collision detection and early warning method

Country Status (1)

Country Link
CN (1) CN109236298B (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111383253A (en) * 2020-03-03 2020-07-07 清华大学 Striking accident early warning system for construction site hoisting machinery
CN111921202A (en) * 2020-09-16 2020-11-13 成都完美天智游科技有限公司 Data processing method, device and equipment for virtual scene and readable storage medium
CN112230597A (en) * 2020-10-16 2021-01-15 兖州煤业股份有限公司 Coal mine mining machine operation skill training system and method
CN112327739A (en) * 2020-10-16 2021-02-05 兖州煤业股份有限公司 Method and system for training operational skills of fully-mechanized excavating machine
CN112632686A (en) * 2020-12-30 2021-04-09 天津大学 Early warning method for collision in offshore pile sinking construction process
CN113586156A (en) * 2021-09-01 2021-11-02 四川川煤华荣能源有限责任公司大宝顶煤矿 Control center for intelligent coal mining
CN113781655A (en) * 2020-06-09 2021-12-10 国网新疆电力有限公司建设分公司 Virtual reality simulation construction method and device, equipment and storage medium
CN114495585A (en) * 2020-11-11 2022-05-13 郑州畅想高科股份有限公司 VR simulation training method for overhaul between machines
CN114545877A (en) * 2022-02-08 2022-05-27 燕山大学 Bulk cargo-oriented multi-engineering mechanical digital twin online monitoring system and method
CN114648418A (en) * 2022-02-23 2022-06-21 煤炭科学技术研究院有限公司 Underground goaf safety grading early warning monitoring method and system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101352854A (en) * 2008-07-17 2009-01-28 上海交通大学 Remote operation planar redundant manipulator automated guided intelligent element, system and method
US20120074759A1 (en) * 2010-07-30 2012-03-29 Tiefenbach Control Systems Gmbh Safety device for the movable excavation devices in an underground longwall mine
CN102759909A (en) * 2012-06-14 2012-10-31 中国矿业大学 Work state virtual simulation system for electric haulage shearer based on different geological conditions
CN105096660A (en) * 2015-09-09 2015-11-25 河海大学常州校区 Ship safety forewarning method based on classification detection of collision
CN106869929A (en) * 2017-01-20 2017-06-20 中国矿业大学 Hydraulic support based on image interferes protection system and method with winning machine cutting part

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101352854A (en) * 2008-07-17 2009-01-28 上海交通大学 Remote operation planar redundant manipulator automated guided intelligent element, system and method
US20120074759A1 (en) * 2010-07-30 2012-03-29 Tiefenbach Control Systems Gmbh Safety device for the movable excavation devices in an underground longwall mine
CN102759909A (en) * 2012-06-14 2012-10-31 中国矿业大学 Work state virtual simulation system for electric haulage shearer based on different geological conditions
CN105096660A (en) * 2015-09-09 2015-11-25 河海大学常州校区 Ship safety forewarning method based on classification detection of collision
CN106869929A (en) * 2017-01-20 2017-06-20 中国矿业大学 Hydraulic support based on image interferes protection system and method with winning machine cutting part

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
张旭辉等: "数据驱动下的工业设备虚拟仿真与远程操控技术研究", 《重型机械》 *
朱乐浩等: "基于Unity3D 的柴油机部件虚拟培训系统研究与实现", 《机械设计与制造工程》 *
陈宗海: "《系统仿真技术及其应用》", 31 August 2006, 中国科学技术大学出版社 *

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111383253A (en) * 2020-03-03 2020-07-07 清华大学 Striking accident early warning system for construction site hoisting machinery
CN113781655B (en) * 2020-06-09 2024-06-07 国网新疆电力有限公司建设分公司 Virtual reality simulation construction method, device, equipment and storage medium
CN113781655A (en) * 2020-06-09 2021-12-10 国网新疆电力有限公司建设分公司 Virtual reality simulation construction method and device, equipment and storage medium
CN111921202A (en) * 2020-09-16 2020-11-13 成都完美天智游科技有限公司 Data processing method, device and equipment for virtual scene and readable storage medium
CN111921202B (en) * 2020-09-16 2021-01-08 成都完美天智游科技有限公司 Data processing method, device and equipment for virtual scene and readable storage medium
CN112230597B (en) * 2020-10-16 2022-06-07 兖矿能源集团股份有限公司 Coal mine mining machine operation skill training system and method
CN112230597A (en) * 2020-10-16 2021-01-15 兖州煤业股份有限公司 Coal mine mining machine operation skill training system and method
CN112327739A (en) * 2020-10-16 2021-02-05 兖州煤业股份有限公司 Method and system for training operational skills of fully-mechanized excavating machine
CN112327739B (en) * 2020-10-16 2022-06-14 兖矿能源集团股份有限公司 Method and system for training operational skills of fully-mechanized excavating machine
CN114495585A (en) * 2020-11-11 2022-05-13 郑州畅想高科股份有限公司 VR simulation training method for overhaul between machines
CN114495585B (en) * 2020-11-11 2024-05-28 郑州畅想高科股份有限公司 VR simulation training method for maintenance between machines
CN112632686A (en) * 2020-12-30 2021-04-09 天津大学 Early warning method for collision in offshore pile sinking construction process
CN113586156A (en) * 2021-09-01 2021-11-02 四川川煤华荣能源有限责任公司大宝顶煤矿 Control center for intelligent coal mining
CN114545877A (en) * 2022-02-08 2022-05-27 燕山大学 Bulk cargo-oriented multi-engineering mechanical digital twin online monitoring system and method
CN114545877B (en) * 2022-02-08 2024-04-05 燕山大学 Multi-working-procedure mechanical digital twin on-line monitoring system and method for bulk cargo
CN114648418A (en) * 2022-02-23 2022-06-21 煤炭科学技术研究院有限公司 Underground goaf safety grading early warning monitoring method and system

Also Published As

Publication number Publication date
CN109236298B (en) 2020-04-28

Similar Documents

Publication Publication Date Title
CN109236298A (en) A kind of coal-mine integrated-mining equipment collision detection and method for early warning based on VR
CA2973038A1 (en) Combined inertial navigation and laser scanning coal shearer positioning device and method
CN104932502B (en) Short distance barrier-avoiding method based on three dimensional depth video camera and short distance obstacle avoidance system
EP2019999B1 (en) Motion detector having asymmetric zones for determining direction of movement and method therefore
CN106463032A (en) Intrusion detection with directional sensing
CN103630071A (en) Methods and systems for inspecting a workpiece
CN109972674B (en) Unmanned excavation system and method under complex construction environment based on natural interaction
CN113370911A (en) Pose adjusting method, device, equipment and medium of vehicle-mounted sensor
CN113744565B (en) Collision early warning method and device, electronic equipment and automatic driving vehicle
EP4446638A2 (en) Continuous monitoring of a workcell safety system
JP2022548009A (en) object movement system
CN115345911A (en) Method, device, equipment and medium for early warning collision of aircraft during warehousing and ex-warehouse
CN208622232U (en) A kind of slope monitoring prior-warning device
CN108170144A (en) A kind of control system and security robot applied to security robot
CN104760813A (en) Belt detection warning device based on laser ranging
CN113199484B (en) Robot safe operation method, equipment and storage medium
CN216249484U (en) Airplane cargo compartment fire smoke detection system based on distributed multi-sensors
CN116252828A (en) Device and method for measuring train position
CN202974197U (en) Miter gate closure alignment detection device
CN113325826B (en) Underground vehicle control method and device, electronic equipment and storage medium
Lee et al. Stereo Vision based Hazardous Area Detection for Construction Worker's Safety
CN207728380U (en) Arch trolley working arm anti-collision system and arch trolley
Saidin et al. An analysis of Kinect-based human fall detection system
CN114194985B (en) Calibration method for TOF elevator safety light curtain alarm area
CN115862294B (en) Test system and method for multi-direction simulated intrusion mining excavation transportation equipment

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
GR01 Patent grant
GR01 Patent grant