CN215872215U

CN215872215U - Wind power prediction device of support vector machine

Info

Publication number: CN215872215U
Application number: CN202122064985.2U
Authority: CN
Inventors: 云平平; 米玥; 陈麒同; 任博; 苗雨蓟; 任永峰
Original assignee: Inner Mongolia Guotian New Energy Technology Co ltd; Inner Mongolia University of Technology
Current assignee: Inner Mongolia Guotian New Energy Technology Co ltd; Inner Mongolia University of Technology
Priority date: 2021-08-30
Filing date: 2021-08-30
Publication date: 2022-02-18
Anticipated expiration: 2031-08-30

Abstract

The utility model discloses a wind power prediction device of a support vector machine, which comprises a box body, wherein mounting grooves are arranged on the inner walls of two sides of the box body, a pair of cavities are arranged on the inner walls of two sides of the mounting grooves, fixed blocks are clamped and arranged in the pair of cavities, a semicircular fixture block is arranged on one side of each fixed block, which is far away from the cavity, and the other side of the fixed block is positioned in the cavity and is provided with a limiting spring, a connecting rod is arranged in the mounting groove, the outer wall of the connecting rod is provided with a semicircular groove, the semicircular groove is matched with the semicircular clamping block, a fan seat is arranged between the mounting grooves, an axial flow fan is arranged in the fan seat, and the fan seat is installed heat radiation fins in the one side of keeping away from axial fan, and ventilation hole is installed to box surface one side, and ventilation hole surface mounting has the board that hides ash, and wireless receiver is installed to box surface opposite side, and wireless receiver constitutes signal connection with the inside components and parts of box.

Description

Wind power prediction device of support vector machine

Technical Field

The utility model relates to the technical field of electric power, in particular to a wind power prediction device of a support vector machine.

Background

The support vector machine, which is first proposed by Corinna cortex and Vapnik, which are equal to 1995, has many specific advantages in solving small sample, nonlinear and high-dimensional pattern recognition, and can be popularized and applied to other machine learning problems such as function fitting.

In machine learning, the support vector machine is a supervised learning model associated with an associated learning algorithm that can analyze data, recognize patterns, and perform classification and regression analysis, and maps vectors into a higher dimensional space in which a maximally spaced hyperplane is built. Two hyperplanes are built parallel to each other on both sides of the hyperplane separating the data. With the continuous expansion of the wind power scale, the access of large-capacity wind power to the power grid brings serious challenges to the safe and stable operation of the power system and the guarantee of the power quality.

Therefore, an accurate prediction of the power of the wind farm in the future 24 hours must be made. Can in time adjust the dispatch plan like this, reduce the rotatory reserve volume of system, reduce the running cost of system, but equipment work for a long time, and the inside components and parts of equipment can produce a large amount of heat energy, if not in time dispel the heat, can lead to components and parts impaired, therefore we improve this, provide a support vector machine wind-powered electricity generation power prediction device.

SUMMERY OF THE UTILITY MODEL

In order to solve the technical problems, the utility model provides the following technical scheme:

the utility model discloses a wind power prediction device of a support vector machine, which comprises a box body, wherein mounting grooves are arranged on the inner walls of two sides of the box body, a pair of cavities are arranged on the inner walls of two sides of each mounting groove, fixed blocks are arranged in the cavities in a clamping manner, a semicircular fixture block is arranged on one side, away from the cavities, of each fixed block, a limiting spring is arranged on the other side, located in the cavities, of each fixed block, a connecting rod is arranged in each mounting groove, a semicircular groove is formed in the outer wall of each connecting rod and matched with the semicircular fixture block, a fan seat is arranged between the mounting grooves, an axial flow fan is arranged in each fan seat, and a heat radiation fin is arranged on one side, away from the axial flow fan, of each fan seat.

As a preferable technical scheme of the utility model, one side of the surface of the box body is provided with a vent hole, the surface of the vent hole is provided with an ash blocking plate, the other side of the surface of the box body is provided with a wireless receiver, and the wireless receiver and components in the box body form signal connection.

As a preferred technical scheme of the utility model, one side of the axial flow fan is provided with a plurality of mounting holes, and wiring terminals are embedded in the mounting holes.

As a preferable technical scheme of the utility model, the top of the box body is provided with a top cover, the top of the top cover is provided with a press button, and the bottom end of the press button is connected with the top of the connecting rod.

As a preferable technical scheme of the utility model, a data display screen is arranged on the other side of the surface of the box body, and a control switch is arranged on one side of the data display screen.

As a preferred technical scheme of the utility model, four corners of the bottom end of the box body are provided with the adsorption discs, and the adsorption discs are made of rubber.

As a preferable technical scheme of the utility model, a pair of mounting seats are mounted at the top of the top cover, and a rubber handle is mounted between the mounting seats.

The utility model has the beneficial effects that:

this kind of support vector machine wind-powered electricity generation power prediction unit, use through spacing spring cooperation semicircle fixture block and semicircular groove, thereby realize with the quick block of connecting rod in the mounting groove, improve the installation effectiveness, make things convenient for follow-up staff to overhaul the inside components and parts of prediction device, improve the practicality of device, the radiating effect is enlarged in the design in ventilation hole, the design of dust shielding plate can reduce inside the dust gets into the box, lead to components and parts to damage, binding post can insert in the device with the check out test set of outside, improve switching efficiency, the device of being convenient for of the design of adsorption disc is fixed on the object surface, stability is improved, the design of rubber handle makes things convenient for the staff to take and puts this kind of device, the convenience is improved.

Drawings

The accompanying drawings, which are included to provide a further understanding of the utility model and are incorporated in and constitute a part of this specification, illustrate embodiments of the utility model and together with the description serve to explain the principles of the utility model and not to limit the utility model. In the drawings:

FIG. 1 is an internal structure diagram of a mounting groove of a wind power prediction device of a support vector machine according to the present invention;

FIG. 2 is a front view of a wind power prediction device of a support vector machine according to the present invention;

FIG. 3 is a back view of a wind power prediction device of a support vector machine according to the present invention;

FIG. 4 is an expanded view of a wind power prediction device of a support vector machine according to the present invention.

In the figure: 1. a box body; 2. a top cover; 3. pressing a button; 4. a connecting rod; 5. mounting grooves; 6. a chamber; 7. a fixed block; 8. a limiting spring; 9. a semicircular clamping block; 10. a semicircular groove; 11. an axial flow fan; 12. heat dissipation fins; 13. a mounting seat; 14. a wiring terminal; 15. a wireless receiver; 16. a vent hole; 17. a control switch; 18. a data display screen; 19. and (4) adsorbing the disc.

Detailed Description

The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it will be understood that they are described herein for the purpose of illustration and explanation and not limitation.

Example (b): as shown in fig. 1-4, the wind power prediction device of the support vector machine of the present invention comprises a box body 1, wherein mounting grooves 5 are installed on the inner walls of two sides of the box body 1, a pair of chambers 6 are installed on the inner walls of two sides of the mounting grooves 5, a fixing block 7 is installed in the pair of chambers 6 in a snap-fit manner, a semicircular fixture block 9 is installed on one side of the fixing block 7 away from the chambers 6, a limiting spring 8 is installed on the other side of the fixing block 7 in the chambers 6, a connecting rod 4 is installed in the mounting groove 5, a semicircular groove 10 is installed on the outer wall of the connecting rod 4, the semicircular groove 10 is matched with the semicircular fixture block 9, a fan base is installed between the mounting grooves 5, an axial flow fan 11 is installed inside the fan base, a heat dissipation fin 12 is installed on one side of the fan base away from the axial flow fan 11, and the axial flow fan 11 is matched with the heat dissipation fin 12 for use, can accelerate 1 inside components and parts of box to dispel the heat, reduce the inside temperature of box 1, improve the life of components and parts, spacing spring 8 cooperation semicircle fixture block 9 and semicircle recess 10 use to the realization is overhauld the inside components and parts of prediction device, improvement installation effectiveness with the quick block of connecting rod 4 in mounting groove 5, makes things convenient for follow-up staff to improve the practicality of device.

Wherein, ventilation hole 16 is installed to 1 surperficial one side of box, 16 surface mounting in ventilation hole has the board that hides the ash, wireless receiver 15 is installed to 1 surperficial opposite side of box, just wireless receiver 15 constitutes signal connection with 1 inside components and parts of box, and the radiating effect is enlarged in the design in ventilation hole 16, and the design that hides the ash board can reduce the dust and get into 1 insidely of box, leads to components and parts to damage.

Wherein, a plurality of mounting holes have been seted up to axial fan 11's one side, and the mounting hole inlays to establish and installs binding post 14, and binding post can improve switching efficiency in the middle of the check out test set access device of outside.

Wherein, 1 top of box is equipped with top cap 2, push button 3 is installed down at top cap 2 top, just push button 3's bottom is connected with connecting rod 4 tops.

Wherein, the data display screen 18 is installed to the surperficial opposite side of box 1, just control switch 17 is installed to one side of data display screen 18.

Wherein, adsorption disc 19 is all installed in 1 bottom four corners of box, just adsorption disc 19 is the rubber material, and the device of being convenient for of adsorption disc 19's design is fixed on the object surface, improves stability.

Wherein, a pair of installation mount pad 13 is installed at top cap 2 top, just install the rubber handle between the mount pad 13, the design of rubber handle makes things convenient for the staff to take and puts this kind of device, improves the convenience.

The working principle is as follows: when the device is used, the integrity of each part is checked firstly, the device is placed at a corresponding position after the device is confirmed to be correct, the adsorption disc 19 is pressed downwards, the adsorption disc 19 is adsorbed on the surface of an object, an external detection instrument is sequentially connected onto the wiring terminal 14, the control switch 14 is started to start detecting data, the detected data can be fed back through the data display screen 18, when the internal components of the box body 1 need to be checked or replaced, the press button 3 is lifted upwards, the semicircular fixture block 9 falls off from the semicircular groove 10, so that the connecting rod 4 is pulled out from the mounting groove 5, the quick disassembly is realized, after the checking or replacement is finished, the semicircular fixture block 9 and the semicircular groove 10 are matched through the limiting spring 8 for use, the connecting rod 4 is quickly clamped in the mounting groove 5, the mounting efficiency is improved, the heat dissipation effect is enlarged due to the design of the vent 16, the design of the dust shielding plate can reduce the dust entering the interior of the box body 1, resulting in the components and parts to damage, this kind of device novel in design, simple structure are worth extensively using widely.

Finally, it should be noted that: in the description of the present invention, it should be noted that the terms "vertical", "upper", "lower", "horizontal", and the like indicate orientations or positional relationships based on those shown in the drawings, and are only for convenience of describing the present invention and simplifying the description, but do not indicate or imply that the referred device or element must have a specific orientation, be constructed in a specific orientation, and be operated, and thus, should not be construed as limiting the present invention.

In the description of the present invention, it should also be noted that, unless otherwise explicitly specified or limited, the terms "disposed," "mounted," "connected," and "connected" are to be construed broadly and may, for example, be fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.

Although the present invention has been described in detail with reference to the foregoing embodiments, it will be apparent to those skilled in the art that changes may be made in the embodiments and/or equivalents thereof without departing from the spirit and scope of the utility model. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. The wind power prediction device of the support vector machine comprises a box body (1) and is characterized in that mounting grooves (5) are mounted on the inner walls of two sides of the box body (1), a pair of cavities (6) are formed in the inner walls of two sides of each mounting groove (5), a fixing block (7) is mounted in each cavity (6) in a clamping mode, a semicircular clamping block (9) is mounted on one side, away from the cavities (6), of each fixing block (7), a limiting spring (8) is mounted on the other side, located in each cavity (6), of each fixing block (7), a connecting rod (4) is arranged in each mounting groove (5), a semicircular groove (10) is formed in the outer wall of each connecting rod (4), the semicircular grooves (10) are matched with the semicircular clamping blocks (9), a fan base is mounted between the mounting grooves (5), and an axial flow fan (11) is mounted inside the fan base, and the fan seat is provided with a radiating fin (12) at one side far away from the axial flow fan (11).

2. The wind power prediction device of the support vector machine according to claim 1, characterized in that a ventilation hole (16) is installed on one side of the surface of the box body (1), a dust shielding plate is installed on the surface of the ventilation hole (16), a wireless receiver (15) is installed on the other side of the surface of the box body (1), and the wireless receiver (15) and an internal component of the box body (1) form signal connection.

3. The wind power prediction device of the support vector machine according to claim 1, wherein a plurality of mounting holes are formed in one side of the axial flow fan (11), and a wiring terminal (14) is embedded in each mounting hole.

4. The wind power prediction device of the support vector machine according to claim 1, characterized in that a top cover (2) is arranged on the top of the box body (1), a push button (3) is installed on the top of the top cover (2), and the bottom end of the push button (3) is connected with the top of the connecting rod (4).

5. The wind power prediction device of the support vector machine according to claim 1, characterized in that a data display screen (18) is installed on the other side of the surface of the box body (1), and a control switch (17) is installed on one side of the data display screen (18).

6. The wind power prediction device of the support vector machine according to claim 1, characterized in that four corners of the bottom of the box body (1) are provided with adsorption discs (19), and the adsorption discs (19) are made of rubber.

7. A wind power prediction device of a support vector machine according to claim 4, characterized in that a pair of mounting seats (13) is installed on the top of the top cover (2), and a rubber handle is installed between the mounting seats (13).