CN118254663A - Electric power engineering rescue vehicle - Google Patents

Electric power engineering rescue vehicle Download PDF

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Publication number
CN118254663A
CN118254663A CN202410692649.8A CN202410692649A CN118254663A CN 118254663 A CN118254663 A CN 118254663A CN 202410692649 A CN202410692649 A CN 202410692649A CN 118254663 A CN118254663 A CN 118254663A
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China
Prior art keywords
emergency
platform
wind speed
wind
platform assembly
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
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CN202410692649.8A
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Chinese (zh)
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CN118254663B (en
Inventor
林福
黄钟森
温寿书
苏振加
江秀芹
卢祯建
梅国斌
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Minxi Vocational & Technical College
Tianhe Junxing Intelligent Equipment Fujian Co ltd
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Minxi Vocational & Technical College
Tianhe Junxing Intelligent Equipment Fujian Co ltd
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Priority to CN202410692649.8A priority Critical patent/CN118254663B/en
Publication of CN118254663A publication Critical patent/CN118254663A/en
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60PVEHICLES ADAPTED FOR LOAD TRANSPORTATION OR TO TRANSPORT, TO CARRY, OR TO COMPRISE SPECIAL LOADS OR OBJECTS
    • B60P3/00Vehicles adapted to transport, to carry or to comprise special loads or objects
    • B60P3/06Vehicles adapted to transport, to carry or to comprise special loads or objects for carrying vehicles
    • B60P3/11Vehicles adapted to transport, to carry or to comprise special loads or objects for carrying vehicles for carrying aircraft
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64UUNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U10/00Type of UAV
    • B64U10/10Rotorcrafts
    • B64U10/13Flying platforms
    • B64U10/14Flying platforms with four distinct rotor axes, e.g. quadcopters
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64UUNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U30/00Means for producing lift; Empennages; Arrangements thereof
    • B64U30/20Rotors; Rotor supports
    • B64U30/29Constructional aspects of rotors or rotor supports; Arrangements thereof
    • B64U30/293Foldable or collapsible rotors or rotor supports
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64UUNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U80/00Transport or storage specially adapted for UAVs
    • B64U80/80Transport or storage specially adapted for UAVs by vehicles
    • B64U80/86Land vehicles
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02GINSTALLATION OF ELECTRIC CABLES OR LINES, OR OF COMBINED OPTICAL AND ELECTRIC CABLES OR LINES
    • H02G1/00Methods or apparatus specially adapted for installing, maintaining, repairing or dismantling electric cables or lines
    • H02G1/02Methods or apparatus specially adapted for installing, maintaining, repairing or dismantling electric cables or lines for overhead lines or cables
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64UUNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U2101/00UAVs specially adapted for particular uses or applications
    • B64U2101/25UAVs specially adapted for particular uses or applications for manufacturing or servicing
    • B64U2101/26UAVs specially adapted for particular uses or applications for manufacturing or servicing for manufacturing, inspections or repairs

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Remote Sensing (AREA)
  • Transportation (AREA)
  • Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Emergency Lowering Means (AREA)

Abstract

The invention discloses an electric power engineering emergency vehicle, which relates to the technical field of emergency vehicles and comprises the following components: the top of the vehicle body is fixed with a parking platform; and an emergency platform assembly parked on the parking platform; wherein, the platform subassembly of speedily carrying out rescue work includes: a body; the four foldable folding type horn are fixed on the machine body and are also provided with power pulp; the first insulation platform is fixed on the machine body; the telescopic ends of the telescopic rods are connected with rope bodies, and the other ends of the rope bodies are connected with safety hooks; when the emergency platform assembly is used for carrying out power engineering emergency, the emergency platform assembly flies below the cable, and the emergency platform assembly is mounted on the cable by the safety hook.

Description

Electric power engineering rescue vehicle
Technical Field
The invention relates to the technical field of emergency vehicles, in particular to an electric power engineering emergency vehicle.
Background
An electric power engineering emergency vehicle (also called an electric power emergency vehicle or an electric power rescue engineering vehicle) is a special vehicle specially used for coping with emergency situations of an electric power system. The vehicle can directly drive the generator and the air compressor by taking the automobile engine as a power source, and provides enough air source and power supply for the rush repair site.
Of course, besides providing air source and power supply for the emergency repair site, the electric power engineering emergency vehicle can also carry various rescue equipment and tools, including fire-fighting equipment, a liftable emergency platform, a breaking tool and the like, and provides rapid and effective rescue support for various emergency situations of the construction site, wherein the emergency platform can ensure that maintenance personnel can safely and efficiently approach high-altitude equipment such as high-voltage cables and the like to carry out necessary maintenance and inspection work.
Such rescue platforms generally have a high degree of flexibility and stability, and can accommodate maintenance requirements of different heights and angles. Emergency platforms are typically equipped with an electric or hydraulic lifting system that can be quickly and smoothly lifted to a designated height. Some rescue platforms are also equipped with rotation and telescoping functions, which can further increase their flexibility and scope of application.
However, when the high-voltage cable with problems is located in a remote area, the electric power engineering emergency vehicle may face a difficult-to-reach dilemma, and the liftable emergency platform cannot reach a designated position for maintenance.
Therefore, it is necessary to provide an electric power engineering emergency vehicle to solve the above problems.
Disclosure of Invention
In order to achieve the above purpose, the present invention provides the following technical solutions: an electrical power engineering emergency vehicle, comprising:
The top of the vehicle body is fixed with a parking platform which is of a groove-shaped structure; and an emergency platform assembly parked on the parking platform;
wherein, the platform subassembly of speedily carrying out rescue work includes:
A body;
The four foldable mechanical arms are fixed on the machine body and are also provided with power pulp;
A first insulating platform fixed to the body; the telescopic rods are at least two and are arranged on the first insulating platform, the telescopic ends of the telescopic rods are connected with rope bodies, and the other ends of the rope bodies are connected with safety hooks;
When the emergency platform assembly is used for carrying out power engineering emergency, the emergency platform assembly flies below the cable, the emergency platform assembly is mounted on the cable by using a safety hook, and in the flight process of the emergency platform assembly, the emergency platform assembly detects the wind speed through a wind speed detection module preset in the inside so as to obtain current wind speed data.
Further preferably, if the current wind speed data is between the first wind speed threshold value and the second wind speed threshold value, the telescopic rod is contracted to enable the rope body to be in a straightened state.
Further preferably, if the current wind speed data is between the second wind speed threshold value and the third wind speed threshold value, the power slurry is in a working state, so that the emergency platform assembly is kept in a stable state.
Further, preferably, a bin body is further disposed in the vehicle body, a wind-proof component is disposed in the bin body, and if the current wind speed data is greater than a third wind speed threshold value, the wind-proof component leaves the vehicle body and forms a static space, and the static space is used for accommodating the emergency platform component.
Further, preferably, the wind prevention assembly includes:
A plurality of unmanned aerial vehicles;
The wind-proof ring is jointly borne by a plurality of unmanned aerial vehicles, is made of flexible materials and has micropores on the surface; and a weight increasing ring fixed below the wind-proof ring.
Further, preferably, the first insulating platform is horizontally and slidably connected with a second insulating platform.
Further preferably, the emergency platform assembly rises in a spiral flight attitude during the process of flying to the lower part of the cable, and the wind speed detection module is used for providing a wind speed detection model:
Wherein,
Wherein,Is the air density;
is the resistance coefficient of the rescue platform assembly;
Is the windward area of human body;
is the windward area of the emergency platform assembly;
is a correction constant;
is wind speed;
Is the ground speed;
Is to correct the wind speed;
The time required by the emergency platform assembly to fly for one circle is the time required by the emergency platform assembly to fly for one circle;
Is the total windward area.
Further, preferably, the parking platform and/or the first insulating platform are provided with a weighing device and a height measuring instrument;
the wind speed detection module further comprises a neural network model of the wind area of the human body;
The method for obtaining the windward area of the human body comprises the following steps:
Weight information and height information are obtained according to the weighing device and the height measuring instrument;
and inputting the weight information and the height information into a human body windward area neural network model and outputting the human body windward area.
Further, preferably, constructing the human body windward area neural network model includes:
Obtaining a data set, wherein the data set is a group of data comprising height, weight and windward area of a human body;
normalizing the data of height, weight and windward area of human body to be in the range of 0 to 1;
constructing an input layer, configuring two neurons on the input layer, and respectively corresponding to the height and the weight;
Constructing at least one hidden layer, configuring 10-15 neurons and Sigmoid activation functions for the hidden layer;
constructing an output layer, configuring a neuron on the output layer, and corresponding to the windward area of a human body;
randomly initializing weight matrixes from an input layer to a hidden layer and from the hidden layer to an output layer, and bias vectors of the hidden layer and the output layer;
selecting MSE as a loss function;
Selecting an SGD optimizer to update weights and biases;
training is performed using the data in the dataset until a preset training round is reached.
Compared with the prior art, the invention provides an electric power engineering emergency vehicle, which has the following beneficial effects:
According to the invention, through the introduction of unmanned aerial vehicle technology, the electric power engineering emergency vehicle can quickly respond under complex terrain and severe environments, so that powerful guarantee is provided for the stable operation of an electric power system, and through real-time detection of wind speed, the emergency platform assembly can judge whether the current flight environment is suitable for emergency operation or not, or can formulate an emergency strategy according to the wind speed.
Drawings
FIG. 1 is a schematic plan view of an electric power engineering emergency vehicle;
FIG. 2 is a schematic perspective view of an emergency platform assembly in an electric power engineering emergency vehicle;
FIG. 3 is a schematic plan view of a wind prevention assembly in an electric power engineering rescue vehicle;
FIG. 4 is a schematic perspective view of a wind prevention assembly in an electric power engineering rescue vehicle;
In the figure: 1. a vehicle body; 11. a parking platform; 12. a bin body; 2. an emergency platform assembly; 3. a wind-resistant assembly; 21. a body; 22. a first insulating platform; 23. a second insulating platform; 24. folding type arm; 25. power pulp; 26. a telescopic rod; 27. a rope body; 28. a safety hook; 31. unmanned plane; 32. a wind-proof ring; 33. weight gaining ring.
Detailed Description
Referring to fig. 1 to 4, in an embodiment of the present invention, an electric power engineering emergency vehicle is provided, including:
The vehicle body 1 is provided with a parking platform 11 fixed on the top, wherein the parking platform 11 is of a groove-shaped structure; and an emergency platform assembly 2 which is parked on the parking platform 11;
Wherein, the emergency platform assembly 2 comprises:
A body 21;
Four foldable arms 24, wherein the foldable arms 24 are fixed on the machine body 21, and power pulp 25 is further arranged on the foldable arms 24;
a first insulation stage 22, the first insulation stage 22 being fixed to the body 21; the at least two telescopic rods 26 are arranged on the first insulating platform 22, the telescopic ends of the telescopic rods 26 are connected with rope bodies 27, and the other ends of the rope bodies 27 are connected with safety hooks 28;
When the emergency platform assembly 2 is used for carrying out power engineering emergency, the emergency platform assembly 2 flies below a cable, the emergency platform assembly 2 is mounted on the cable by using a safety hook 28, and in the flying process of the emergency platform assembly 2, the wind speed is detected by an internal preset wind speed detection module so as to obtain current wind speed data.
In this embodiment, the vehicle body 1 is used as the basis of the whole rescue vehicle, provides stable supporting and transporting capabilities, and the parking platform 11 is designed into a groove-shaped structure, so that the rescue platform assembly 2 is convenient to park and take off, and the rescue platform assembly 2 can be fixed on the parking platform 11 through parts such as external ropes in the process of transporting the rescue platform assembly 2 by using the vehicle body 1, so that the stability of the rescue platform assembly 2 in the moving process is ensured.
In this embodiment, the four foldable arms 24 make the rescue platform assembly 2 more compact for easy transportation and storage. At the same time, after being unfolded, the stable flying capability can be provided, and referring to fig. 1 or 2, the top of the main body 21 can be configured to be as flat as possible so as to install the first insulation platform 22, and the design of the first insulation platform 22 is very important, as it can ensure the personal safety of maintenance personnel working near the high-voltage cable. The first insulating platform 22 is often formed of an insulating material that prevents electrical current from passing through the platform to cause injury to maintenance personnel.
In this embodiment, the combination of the telescopic rod 26, the rope 27 and the safety hook 28 has a certain flexibility, so that the rescue platform assembly 2 can be easily mounted on a cable, and a stable working platform is provided for maintenance personnel, and in a preferred embodiment, the telescopic rod 26 is configured to be four.
The operation flow is as follows:
During rescue, the rescue platform assembly 2 takes off from the parking platform 11 and flies below the cable.
The operator uses the safety hook 28 to firmly mount the rescue platform assembly 2 on the cable, thereby providing a safe working environment for maintenance personnel.
The maintenance personnel perform the necessary maintenance work on the first insulating platform 22.
The design not only solves the accessibility problem of maintenance of the high-voltage cable in the remote area, but also greatly improves the maintenance efficiency and safety. Through the introduction of unmanned aerial vehicle technique, the electric power engineering rescue vehicle can respond fast under complicated topography and adverse circumstances, provides powerful guarantee for electric power system's steady operation.
It should be noted that, in this embodiment, by detecting the wind speed, the rescue platform assembly may determine whether the current flight environment is suitable for rescue operation, or formulate a rescue strategy according to the wind speed, and of course, the wind speed data may also help the control system of the rescue platform assembly 2 to more accurately adjust the flight attitude and the power output, so as to ensure that the unmanned aerial vehicle remains stable in the flight process.
Specifically, if the current wind speed data is between the first wind speed threshold value and the second wind speed threshold value, the telescopic rod 26 is contracted to make the rope 27 in a straightened state, and the emergency platform assembly can be better fixed on the cable by means of the arrangement, so that shaking caused by wind speed is reduced, and operation stability is improved.
If the current wind speed data is between the second wind speed threshold value and the third wind speed threshold value, the power slurry 25 is in a working state, so that the emergency platform assembly 2 is kept in a stable state, and the unmanned aerial vehicle can still safely and stably operate under the medium wind speed condition.
The vehicle body 1 is also provided with a bin body 12, the bin body 12 is internally provided with a wind prevention assembly 3, and if the current wind speed data is larger than a third wind speed threshold value, the wind prevention assembly 3 leaves the vehicle body 1 and forms a static space, and the static space is used for accommodating the emergency platform assembly 2. This static space can provide a relatively stable environment for the unmanned aerial vehicle, avoiding its direct influence by extreme wind speeds.
Obviously, the third wind speed threshold is greater than the second wind speed threshold, and the second wind speed threshold is greater than the first wind speed threshold, which will not be described in detail herein.
In this embodiment, the wind-proof assembly 3 includes:
a plurality of unmanned aerial vehicles 31;
the wind-proof ring 32 is carried by a plurality of unmanned aerial vehicles 31, the wind-proof ring 32 is made of flexible materials, and the surface of the wind-proof ring 32 is provided with micropores; and a weighting ring 33 fixed below the windbreak ring 32.
Wherein, unmanned aerial vehicle 31 is the basic constitution part of prevent wind subassembly 3, and a plurality of unmanned aerial vehicle 31 cooperate jointly, form an holistic prevent wind structure, and every unmanned aerial vehicle 31 all possesses functions such as perpendicular take off and land, hover, flight and location to guarantee prevent wind stability and the accuracy of subassembly 3.
The wind-proof ring 32 is carried by the unmanned aerial vehicle 31, and the shape thereof can be adjusted according to the need to adapt to different environments and use requirements, and the wind-proof ring 32 is made of flexible materials, so that the wind-proof ring can be moderately deformed along with the change of wind force, and meanwhile, the overall stability is maintained. The surface of the windbreak ring 32 has micro holes which allow a small amount of air to circulate, reducing windage.
In addition, a weight increasing ring 33 is fixed below the wind-proof ring 32, and the main function of the weight increasing ring is to increase the overall weight of the wind-proof assembly 3 and improve the stability of the wind-proof assembly under the action of wind force.
The weight ring 33 is designed to ensure stability of the wind-proof assembly 3 in strong winds and to avoid excessive load on the flight capacity of the unmanned aerial vehicle 31 due to the weight ring 33.
In this embodiment, the first insulating platform 22 is slidably connected to the second insulating platform 23 horizontally, which allows the second insulating platform 23 to move horizontally on the first insulating platform 22.
The sliding connection design can be flexibly adjusted according to actual needs, for example, in emergency operation, the position of the second insulation platform 23 can be adjusted according to the size and the position of the operation area, so that the second insulation platform is closer to an operation point, and the operation efficiency is improved.
In this embodiment, the emergency platform assembly 2 ascends in a spiral flight attitude during the process of flying below the cable, and the wind speed detection module is configured to provide a wind speed detection model:
Wherein,
Wherein,Is the air density;
is the resistance coefficient of the rescue platform assembly;
Is the windward area of human body;
is the windward area of the emergency platform assembly;
is a correction constant;
is wind speed;
Is the ground speed;
Is to correct the wind speed;
Is the time required for the rescue platform assembly 2 to fly for one circle;
Is the total windward area.
It should be explained that the wind speed detection model is a relatively simplified model, but it can be realized to a certain extent that the wind speed can be measured and calculated only by using the GPS of the rescue platform assembly 2 itself, wherein when the rescue platform assembly 2 spirals for one turn, the rescue platform assembly 2 does not generate a net displacement in the horizontal direction relative to the surrounding air, i.e. the sum of the horizontal airspeed vectors thereof is zero. But due to the wind speed the horizontal speed (ground speed) of the rescue platform assembly 2 with respect to the ground is equal to the wind speed. Thus, at the end of hover, the average horizontal ground speed of the rescue platform assembly 2 is equal to the average horizontal wind speed.
A weighing device and a height measuring instrument are arranged on the parking platform 11 and/or the first insulating platform 22;
the wind speed detection module further comprises a neural network model of the wind area of the human body;
The method for obtaining the windward area of the human body comprises the following steps:
Weight information and height information are obtained according to the weighing device and the height measuring instrument;
and inputting the weight information and the height information into a human body windward area neural network model and outputting the human body windward area.
That is, in this embodiment, the wind speed detection module is not only responsible for detecting wind speed, but also includes a neural network model of the windward area of the human body. The model can predict the windward area of the human body according to the weight and height information of the emergency personnel. The wind area of the human body is a parameter for calculating the influence of wind power on the unmanned aerial vehicle in the flight process, and is important for ensuring the stable flight and the emergency operation safety of the unmanned aerial vehicle.
And constructing a neural network model of the windward area of the human body comprises:
Obtaining a data set, wherein the data set is a group of data comprising height, weight and windward area of a human body;
normalizing the data of height, weight and windward area of human body to be in the range of 0 to 1;
constructing an input layer, configuring two neurons on the input layer, and respectively corresponding to the height and the weight;
Constructing at least one hidden layer, configuring 10-15 neurons and Sigmoid activation functions for the hidden layer;
constructing an output layer, configuring a neuron on the output layer, and corresponding to the windward area of a human body;
randomly initializing weight matrixes from an input layer to a hidden layer and from the hidden layer to an output layer, and bias vectors of the hidden layer and the output layer;
selecting MSE as a loss function;
Selecting an SGD optimizer to update weights and biases;
training is performed using the data in the dataset until a preset training round is reached.
The above description is only of the preferred embodiments of the present invention and is not intended to limit the present invention, but various modifications and variations can be made to the present invention by those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (9)

1. An electric power engineering rescue vehicle, characterized by comprising:
the vehicle body (1) is provided with a parking platform (11) fixed at the top, and the parking platform (11) is of a groove-shaped structure; and an emergency platform assembly (2) which is parked on the parking platform (11);
wherein the rescue platform assembly (2) comprises:
A body (21);
Four foldable arms (24), wherein the foldable arms (24) are fixed on the machine body (21), and power pulp (25) is further arranged on the foldable arms (24);
-a first insulating platform (22), said first insulating platform (22) being fixed to said fuselage (21); the telescopic rods (26) are at least two and are arranged on the first insulating platform (22), the telescopic ends of the telescopic rods (26) are connected with rope bodies (27), and the other ends of the rope bodies (27) are connected with safety hooks (28);
when the emergency platform assembly (2) is used for carrying out power engineering emergency, the emergency platform assembly (2) flies below a cable, the emergency platform assembly (2) is mounted on the cable by using a safety hook (28), and in the flight process of the emergency platform assembly (2), the emergency platform assembly detects the wind speed through an internal preset wind speed detection module so as to obtain current wind speed data.
2. An electric power engineering emergency vehicle according to claim 1, characterized in that the telescopic rod (26) is contracted to bring the rope (27) to a straightened state if the current wind speed data is between a first wind speed threshold value and a second wind speed threshold value.
3. An electric power engineering emergency vehicle according to claim 1, characterized in that the power slurry (25) is in operation if the current wind speed data is between the second and third wind speed threshold values, thereby keeping the emergency platform assembly (2) in a stationary state.
4. The electric power engineering emergency vehicle according to claim 1, wherein a cabin (12) is further arranged in the vehicle body (1), a wind prevention component (3) is arranged in the cabin (12), and if the current wind speed data is greater than a third wind speed threshold value, the wind prevention component (3) leaves the vehicle body (1) and forms a static space, and the static space is used for accommodating the emergency platform component (2).
5. An electric power engineering emergency vehicle according to claim 4, characterized in that the wind prevention assembly (3) comprises:
A plurality of unmanned aerial vehicles (31);
A wind-proof ring (32) which is jointly carried by a plurality of unmanned aerial vehicles (31), wherein the wind-proof ring (32) is made of flexible materials, and the surface of the wind-proof ring is provided with micropores; and a weighting ring (33) fixed below the wind-proof ring (32).
6. An electric power engineering emergency vehicle according to claim 1, characterized in that the first insulating platform (22) is connected with a second insulating platform (23) in a horizontal sliding manner.
7. An electric power engineering emergency vehicle according to claim 1, characterized in that the emergency platform assembly (2) rises in a spiral flight attitude during flying below the cable, the wind speed detection module being adapted to provide a wind speed detection model:
Wherein,
Wherein,Is the air density;
is the resistance coefficient of the rescue platform assembly (2);
Is the windward area of human body;
Is the windward area of the rescue platform assembly (2);
is a correction constant;
is wind speed;
Is the ground speed;
Is to correct the wind speed;
is the time required by the rescue platform assembly (2) to fly for one circle;
Is the total windward area.
8. The electric power engineering emergency vehicle according to claim 7, characterized in that a weighing device and a height measuring instrument are arranged on the parking platform (11) and/or the first insulating platform (22);
the wind speed detection module further comprises a neural network model of the wind area of the human body;
The method for obtaining the windward area of the human body comprises the following steps:
Weight information and height information are obtained according to the weighing device and the height measuring instrument;
and inputting the weight information and the height information into a human body windward area neural network model and outputting the human body windward area.
9. The power engineering emergency vehicle of claim 8, wherein constructing the human body wind area neural network model comprises:
Obtaining a data set, wherein the data set is a group of data comprising height, weight and windward area of a human body;
normalizing the data of height, weight and windward area of human body to be in the range of 0 to 1;
constructing an input layer, configuring two neurons on the input layer, and respectively corresponding to the height and the weight;
Constructing at least one hidden layer, configuring 10-15 neurons and Sigmoid activation functions for the hidden layer;
constructing an output layer, configuring a neuron on the output layer, and corresponding to the windward area of a human body;
randomly initializing weight matrixes from an input layer to a hidden layer and from the hidden layer to an output layer, and bias vectors of the hidden layer and the output layer;
selecting MSE as a loss function;
Selecting an SGD optimizer to update weights and biases;
training is performed using the data in the dataset until a preset training round is reached.
CN202410692649.8A 2024-05-31 2024-05-31 Electric power engineering rescue vehicle Active CN118254663B (en)

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CN112242669A (en) * 2020-11-11 2021-01-19 国网河南省电力公司平顶山供电公司 Aerial work platform for high-voltage overhead line
CN115296058A (en) * 2022-08-15 2022-11-04 云南电网有限责任公司楚雄供电局 Special integrated automatic grounding device and grounding method for unmanned aerial vehicle
CN218983662U (en) * 2022-10-31 2023-05-09 中冶(上海)钢结构科技有限公司 Convenient pull type recyclable welding windproof enclosure pile erecting device

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105370061A (en) * 2015-11-26 2016-03-02 国网福建省电力有限公司 Moveable purification treatment device for installing high-voltage cable accessories
KR101872923B1 (en) * 2017-01-23 2018-06-29 권과람 Drone type aerial work platform
WO2018188453A1 (en) * 2017-04-11 2018-10-18 腾讯科技(深圳)有限公司 Method for determining human face area, storage medium, and computer device
CN112242669A (en) * 2020-11-11 2021-01-19 国网河南省电力公司平顶山供电公司 Aerial work platform for high-voltage overhead line
CN115296058A (en) * 2022-08-15 2022-11-04 云南电网有限责任公司楚雄供电局 Special integrated automatic grounding device and grounding method for unmanned aerial vehicle
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