CN114187128B - Heat preservation control method and system for livestock breeding industry - Google Patents

Heat preservation control method and system for livestock breeding industry Download PDF

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Publication number
CN114187128B
CN114187128B CN202111587328.4A CN202111587328A CN114187128B CN 114187128 B CN114187128 B CN 114187128B CN 202111587328 A CN202111587328 A CN 202111587328A CN 114187128 B CN114187128 B CN 114187128B
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house
heat preservation
obtaining
environment
disinfection
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CN114187128A (en
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周春梅
董自如
王汉柱
曹会杰
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Jiangsu Huali Intelligent Technology Co ltd
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Jiangsu Huali Intelligent Technology Co ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/02—Agriculture; Fishing; Mining
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01K—ANIMAL HUSBANDRY; CARE OF BIRDS, FISHES, INSECTS; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K29/00—Other apparatus for animal husbandry
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D23/00—Control of temperature
    • G05D23/19—Control of temperature characterised by the use of electric means
    • G05D23/20—Control of temperature characterised by the use of electric means with sensing elements having variation of electric or magnetic properties with change of temperature
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A40/00—Adaptation technologies in agriculture, forestry, livestock or agroalimentary production
    • Y02A40/70—Adaptation technologies in agriculture, forestry, livestock or agroalimentary production in livestock or poultry

Abstract

The invention discloses a heat preservation control method and a heat preservation control system for livestock breeding industry, wherein the method comprises the following steps: by obtaining first basic information of a first birth house; the image acquisition device respectively acquires images of different areas of the first birth house to form a first image set; obtaining a first birthing house spatial characteristic; inputting the spatial characteristics of the first childbirth house into a dynamic childbirth house monitoring model to obtain a first output result; judging whether the position of the second heat-preservation object meets a preset distance condition or not, and if the position of the second heat-preservation object meets the preset distance condition, obtaining a first disinfection scheme; obtaining a first disinfection effect; if the first disinfection effect meets a preset disinfection standard, a first starting instruction is obtained, and the environment control model is started; and the environment control model monitors and regulates the environment of the first birthing house according to preset environmental conditions. The problem of exist among the prior art that childbirth house environment monitoring human cost is high, regulation and control is not accurate technical problem is solved.

Description

Heat preservation control method and system for livestock breeding industry
Technical Field
The invention relates to the field of artificial intelligence, in particular to a heat preservation control method and a heat preservation control system for the livestock breeding industry.
Background
In the livestock breeding industry at present, a proper and comfortable living environment is provided for the delivered livestock, and the method has an important function of improving the delivery success rate of the livestock, the breeding rate of the young livestock and the like. When current domestic animal childbirth, relevant personnel can set up the childbirth house specially, be used for waiting to produce domestic animal life, domestic animal childbirth house environmental control has not had less insulation apparatus, present heat preservation lamp all independently installs on keeping warm and covers, use the hurdle body of high pressure cleaning to the childbirth fence house when childbirth house empty stall, disinfect such as equipment, and high pressure cleaning's shower nozzle pressure normal conditions can reach 150KG, there is certain impact to the heat preservation lamp, it is cracked easily to cause the heat preservation bulb, traditional technology is that to carry out the manual work with the heat preservation lamp and dismantle, after the high pressure cleaning, the manual work is reinstalled in order to guarantee the use. At present, before the sterilization of a delivery house, thermal insulation equipment is usually dismantled manually and is installed again after the sterilization is finished. Because the preparation work before the childbirth house is disinfected, the monitoring of various environmental indexes of the childbirth house after the disinfection and the like can generate different degrees of influence on the livestock childbirth, the research and the utilization of the computer technology to intelligently regulate and control the environmental conditions of the livestock childbirth house are of great significance.
However, before disinfecting to the domestic animal childbirth house among the prior art, all carry out each item inspection and prepare through the manpower, then need manual dismantlement to the heat preservation article, install back again after the disinfection processing, and then control heat preservation article etc. by virtue of the experience to provide the relatively comfortable living environment for the domestic animal childbirth, consequently, there is the human cost height, the inaccurate technical problem of regulation and control in current childbirth house environmental monitoring.
Disclosure of Invention
The invention aims to provide a heat preservation control method and a heat preservation control system for the livestock breeding industry, which are used for solving the technical problems that in the prior art, before the livestock breeding house is disinfected, various items of inspection and preparation are carried out through manpower, heat preservation objects need to be manually disassembled, and then are installed back after disinfection treatment, and then are controlled through experience, so that a relatively comfortable living environment is provided for livestock breeding, and therefore, the prior monitoring of the environment of the livestock breeding house has the advantages of high labor cost and inaccurate regulation and control.
In view of the above problems, the present invention provides a heat preservation control method and system for livestock breeding industry.
In a first aspect, the present invention provides a heat preservation control method for livestock breeding industry, the method is implemented by a heat preservation control system for livestock breeding industry, wherein the method comprises: by obtaining first basis information for a first birth house, wherein the first basis information comprises a first conservation Wen Wujian parameter of a first conservation Wen Wujian and a first conservation Wen Wujian location; respectively acquiring images of different areas of the first childbirth house based on the image acquisition device to form a first image set; performing feature extraction on the first image set to obtain a first delivery house spatial feature; constructing a dynamic monitoring model of a birthing house; inputting the first parturition house space characteristics into a parturition house dynamic monitoring model to obtain a first output result, wherein the first output result comprises the second heat preservation object position of the first heat preservation Wen Wujian; judging whether the position of the second heat-preservation object meets a preset distance condition or not, and if the position of the second heat-preservation object meets the preset distance condition, obtaining a first disinfection scheme; according to the first disinfection scheme, carrying out disinfection treatment on the first delivery house to obtain a first disinfection effect; judging whether the first disinfection effect meets a preset disinfection standard or not, and if so, obtaining a first starting instruction, wherein the first starting instruction is used for starting an environment control model; and the environment control model monitors and regulates the environment of the first birthing house according to preset environmental conditions.
In another aspect, the present invention also provides a heat preservation control system for livestock breeding industry, for executing the heat preservation control method for livestock breeding industry according to the first aspect, wherein the system comprises: a first obtaining unit: the first obtaining unit is used for obtaining first basic information of a first birth delivery house, wherein the first basic information comprises a first preserved Wen Wujian parameter of a first preserved Wen Wujian and a first preserved Wen Wujian position; a first constituent unit: the first composition unit is used for respectively acquiring images of different areas of the first birth room based on the image acquisition device to form a first image set; a second obtaining unit: the second obtaining unit is used for performing feature extraction on the first image set to obtain a first birth room spatial feature; a first building element: the first construction unit is used for constructing a dynamic monitoring model of the birthing house; a third obtaining unit: the third obtaining unit is configured to input the first parturition house space characteristic into a parturition house dynamic monitoring model, and obtain a first output result, where the first output result includes a second heat preservation object position of the first heat preservation Wen Wujian; a fourth obtaining unit: the fourth obtaining unit is used for judging whether the position of the second heat-preservation object meets a preset distance condition or not, and if the position of the second heat-preservation object meets the preset distance condition, obtaining a first disinfection scheme; a fifth obtaining unit: the fifth obtaining unit is used for carrying out disinfection treatment on the first delivery house according to the first disinfection scheme to obtain a first disinfection effect; a sixth obtaining unit: the sixth obtaining unit is configured to determine whether the first disinfection effect meets a preset disinfection standard, and obtain a first start instruction if the first disinfection effect meets the preset disinfection standard, where the first start instruction is used to start an environment control model; a first execution unit: the first execution unit is used for the environment control model to carry out environment monitoring and regulation and control on the first birthing house according to preset environmental conditions.
In a third aspect, the present invention further provides a heat preservation control system for livestock breeding industry, comprising a memory, a processor and a computer program stored on the memory and operable on the processor, wherein the processor executes the program to implement the steps of the method according to the first aspect.
In a fourth aspect, an electronic device, comprising a processor and a memory;
the memory is used for storing;
the processor is configured to execute the method according to any one of the first aspect above by calling.
In a fifth aspect, a computer program product comprises a computer program and/or instructions which, when executed by a processor, implement the steps of the method of any one of the first aspect.
One or more technical schemes provided by the invention at least have the following technical effects or advantages:
1. carry out real-time intelligent monitoring to the situation of childbirth house through image acquisition device, further according to childbirth house dynamic monitoring model, judge whether article such as ground mat, heat preservation lamp, trough in the childbirth house are evacuated the disinfection region, if relevant article have been evacuated in the current childbirth house, the condition accords with the disinfection standard time, the system is automatic to send the disinfection start-up instruction, and then carry out all-round disinfection to the childbirth house, thereby make the childbirth house reach basic domestic animal childbirth safety and sanitation environmental condition. Further, utilize all kinds of sensors to carry out real-time supervision to each item environmental index of domestic animal life in the childbirth house, including ambient temperature, ambient humidity, ambient wind speed etc, thereby realize intelligent monitoring and the regulation and control of domestic animal childbirth house environment, the intelligent degree that improves childbirth house environmental monitoring and regulation and control has been reached, the accurate of each item environmental index is controlled, make the childbirth house environmental condition optimize, and simultaneously, the cost of labor who reduces the childbirth house management has been reached, the technological effect of domestic animal breeding work efficiency is improved.
2. The dynamic monitoring model of the childbirth house is obtained through training, the defects of low convergence speed, overfitting and the like of a neural network are overcome, a quick and effective method is provided for judging whether configuration in the childbirth house meets relevant standards, and the technical effect of intelligently judging whether the childbirth house is empty or not in a quick and high-accuracy manner is achieved.
3. Through vertically arranging according to half the height of the average height of the livestock and transversely arranging with diagonal lines, the reasonable configuration of each sensor is realized, the target of monitoring each index of the actual living environment of the livestock in real time is realized, meanwhile, the visual monitoring of each index change condition of the environment is realized by constructing the environment Gantt chart of the first delivery house, furthermore, the average monitoring value of the corresponding environment index is calculated based on the monitoring results of a plurality of sensors, and the technical effects of improving the accuracy and the reliability of each environment index monitoring result are achieved.
4. Through the response surface optimization test, the test optimization result is determined to be the most suitable environment condition for the livestock childbirth growth, the technical effects of effectively regulating and controlling the environment of the childbirth house based on the actual data basis and improving the regulation and control effectiveness and the regulation and control rationality of the environment control model are achieved.
The foregoing description is only an overview of the technical solutions of the present invention, and the embodiments of the present invention are described below in order to make the technical means of the present invention more clearly understood and to make the above and other objects, features, and advantages of the present invention more clearly understandable.
Drawings
In order to more clearly illustrate the present invention or the technical solutions in the prior art, the drawings used in the embodiments or the description of the prior art will be briefly described below, it is obvious that the drawings in the following description are only exemplary, and other drawings can be obtained by those skilled in the art without inventive efforts based on the provided drawings.
FIG. 1 is a schematic flow chart of a heat preservation control method in livestock breeding industry according to the present invention;
FIG. 2 is a schematic flow chart of the construction of the dynamic monitoring model of the birthing house in the heat preservation control method of the livestock breeding industry according to the present invention;
fig. 3 is a schematic flow chart illustrating real-time monitoring and management of the environmental condition of the first farrowing house in the heat preservation control method of the livestock breeding industry according to the present invention;
fig. 4 is a schematic flow chart illustrating real-time regulation and control of the environmental condition of the first farrowing house in the heat preservation control method for livestock breeding industry according to the present invention;
FIG. 5 is a schematic structural diagram of a heat preservation control system in the livestock breeding industry according to the present invention;
fig. 6 is a schematic structural diagram of an exemplary electronic device of the present invention.
Description of reference numerals:
a first obtaining unit 11, a first constituting unit 12, a second obtaining unit 13, a first constructing unit 14, a third obtaining unit 15, a fourth obtaining unit 16, a fifth obtaining unit 17, a sixth obtaining unit 18, a first executing unit 19, a bus 300, a receiver 301, a processor 302, a transmitter 303, a memory 304, and a bus interface 305.
Detailed Description
The invention provides a heat preservation control method and a heat preservation control system for the livestock breeding industry, and solves the technical problems that in the prior art, before disinfection of a livestock delivery house, various inspections and preparations are carried out through manpower, heat preservation objects need to be manually disassembled, the heat preservation objects are installed back after disinfection treatment, and then the heat preservation objects and the like are controlled through experience, so that a relatively comfortable living environment is provided for livestock delivery, and therefore, the existing delivery house environment monitoring has the advantages of high labor cost and inaccurate regulation and control. Through intelligent monitoring and regulation and control to the domestic animal childbirth house environment, reached the intelligent degree that improves childbirth house environmental monitoring and regulation and control, in addition, the accurate of each item environmental index is controld, makes childbirth house environmental condition optimize, and domestic animal breeding work efficiency can improve, has reached the technological effect that reduces childbirth house management cost of labor simultaneously.
In the technical scheme of the invention, the data acquisition, storage, use, processing and the like all conform to relevant regulations of national laws and regulations.
In the following, the technical solutions in the present invention will be clearly and completely described with reference to the accompanying drawings, and it should be understood that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments of the present invention, and it should be understood that the present invention is not limited by the example embodiments described herein. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present invention without making any creative effort, shall fall within the protection scope of the present invention. It should be further noted that, for the convenience of description, only some but not all of the elements associated with the present invention are shown in the drawings.
The invention provides a heat preservation control method for livestock breeding industry, which is applied to a heat preservation control system for the livestock breeding industry, wherein the method comprises the following steps: by obtaining first basis information for a first birth house, wherein the first basis information comprises a first conservation Wen Wujian parameter of a first conservation Wen Wujian and a first conservation Wen Wujian location; respectively acquiring images of different areas of the first birth house based on the image acquisition device to form a first image set; performing feature extraction on the first image set to obtain a first delivery house spatial feature; constructing a dynamic monitoring model of a birthing house; inputting the first parturition house space characteristics into a parturition house dynamic monitoring model to obtain a first output result, wherein the first output result comprises the second heat preservation object position of the first heat preservation Wen Wujian; judging whether the position of the second heat-insulating object meets a preset distance condition or not, and if the position of the second heat-insulating object meets the preset distance condition, obtaining a first disinfection scheme; according to the first disinfection scheme, carrying out disinfection treatment on the first delivery house to obtain a first disinfection effect; judging whether the first disinfection effect meets a preset disinfection standard or not, and if so, obtaining a first starting instruction, wherein the first starting instruction is used for starting an environment control model; and the environment control model is used for carrying out environment monitoring and regulation and control on the first birthing house according to preset environmental conditions.
Having described the general principles of the invention, reference will now be made in detail to various non-limiting embodiments of the invention, examples of which are illustrated in the accompanying drawings.
Example one
Referring to fig. 1, the present invention provides a heat preservation control method for livestock breeding industry, wherein the method is applied to a heat preservation control system for livestock breeding industry, and the method specifically comprises the following steps:
step S100: obtaining first basic information of a first birthing house, wherein the first basic information comprises a first guard Wen Wujian parameter and a first guard Wen Wujian position of a first guard Wen Wujian;
particularly, the heat preservation control method for the livestock breeding industry is applied to the heat preservation control system for the livestock breeding industry, visual monitoring can be carried out on the livestock delivery house through the image acquisition device, various environmental indexes of the delivery house can be monitored and controlled intelligently in real time based on the sensor after disinfection, the delivery house environmental conditions are optimized through accurate control of the various environmental indexes, and the livestock breeding work efficiency is improved.
The first delivery house is any delivery house which needs to use the heat preservation control system of the livestock breeding industry for intelligent condition monitoring and intelligent environment regulation. The first basic information refers to the configuration and layout information of the related objects of the first birth room. Such as heat-insulating wooden dunnage, cloth pads, bins, etc., and their corresponding size, shape, and area of placement in the birthing house. In addition, the first basic information also comprises the configuration and layout information of the heat preservation objects for providing heating service for the livestock in the delivery house, namely the first heat preservation Wen Wujian parameter and the first heat preservation object position. For example, a parturition house provides warm and comfortable environmental conditions for livestock through a heat-preservation lamp which is independently installed on a heat-preservation cover and further arranged at the upper part of the center of the parturition house and is flush with the height of the parturition house. Through making statistics of the standard configuration condition of the livestock delivery house, a monitoring target reference is provided for the follow-up system intelligent monitoring delivery house, and the technical effects of determining intelligent monitoring objects and improving the effectiveness of intelligent monitoring are achieved.
Step S200: respectively acquiring images of different areas of the first birth house based on the image acquisition device to form a first image set;
specifically, the image capturing device is used for comprehensively capturing all areas and corners of the first childbirth house from different angles and different distances, so as to obtain images of different areas of the first childbirth house, wherein all the images form the first image set. In addition, the image acquisition device is in communication connection with the heat preservation control system of the livestock breeding industry, and can transmit the acquired first image set to the heat preservation control system of the livestock breeding industry in real time for system comprehensive analysis and related workers to check in real time. The first image set is acquired in real time through the image acquisition device, and the technical effect of intelligently monitoring the configuration and change conditions of all objects in the first delivery house in real time is achieved.
Step S300: performing feature extraction on the first image set to obtain a first delivery house spatial feature;
specifically, the first images collected by the image collection device are collected, the images of the first childbirth house in different angles and different areas are respectively subjected to image processing, and the object feature information in the images is sequentially extracted, so that the relevant conditions such as the space condition and the object configuration of the whole childbirth house are monitored and analyzed in real time. For example, based on the images of the ground of the childbirth house acquired by the image acquisition device, the system further performs characteristic analysis such as a spatial structure and object morphology in the corresponding images by processing the images, so that objects such as a heat preservation place and a cloth pad configured on the ground of the childbirth house are intelligently monitored. Through the space characteristic of intelligent acquisition first childbirth house, reached real-time intelligent grasp childbirth house in each article configuration circumstances's technological effect, improve childbirth house standard configuration inspection efficiency.
Step S400: constructing a dynamic monitoring model of a birthing house;
step S500: inputting the first parturition house space characteristics into a parturition house dynamic monitoring model to obtain a first output result, wherein the first output result comprises the second heat preservation object position of the first heat preservation Wen Wujian;
step S600: judging whether the position of the second heat-insulating object meets a preset distance condition or not, and if the position of the second heat-insulating object meets the preset distance condition, obtaining a first disinfection scheme;
specifically, the dynamic monitoring model of the birthing house is obtained by utilizing computer technology training. Further, the spatial characteristics of the images in the first image set obtained by the intelligent analysis of the heat preservation control system of the livestock breeding industry are sequentially input into the dynamic monitoring model of the birthing house, and the first output result is obtained. The first output result includes location information of each object configured according to the first childbirth house standard, such as location information of the first heat preservation object. The position of the second heat-preservation object of the first heat-preservation Wen Wujian refers to the position of the first heat-preservation object after the relevant staff is prepared for disinfection. For example, when the heat preservation lamp is normally used, the heat preservation lamp is lifted to a specific position above the delivery house at a position corresponding to the upper part of the center of the delivery house and flush with the height of the delivery house when the delivery house is to be disinfected, so that the heat preservation lamp is prevented from being impacted by the pressure of the high-pressure nozzle during disinfection, and the heat preservation lamp is broken to cause safety accidents.
That is, the position of the second heat-insulating object is the position information of the heat-insulating object after being moved. The system further judges whether the position of the second heat-preservation object meets a preset distance condition, and if the position of the second heat-preservation object meets the preset distance condition, the heat-preservation control system of the livestock breeding industry automatically obtains a first disinfection scheme for disinfecting the first delivery house. The preset distance condition refers to a position of the first heat-preserving object after being moved, and is a safe area outside the range of the first birth house disinfection.
After the birth house is prepared for disinfection, the real-time positions of the objects are determined, and whether the objects meet the relevant disinfection requirements or not is determined, so that the technical effect of intelligently acquiring the positions and states of the objects in the birth house is achieved.
Step S700: according to the first disinfection scheme, carrying out disinfection treatment on the first delivery house to obtain a first disinfection effect;
specifically, the first disinfection scheme is a disinfection scheme which is set according to relevant national standards, industry standards, company regulations and the like and meets the basic disinfection requirements of the livestock parturition house. Wherein the first disinfection protocol comprises disinfection of a first birthing house, disinfection of each standard configuration item in the birthing house. When the first childbirth house is disinfected, the first childbirth house is emptied, and a corresponding disinfectant is configured according to actual conditions such as seasonal disease prevention and the like for disinfection; then the movable objects such as the heat-preservation wooden pads, the cloth pads, the troughs and the like which are detached in the first childbirth house are moved out of the first childbirth house and are placed in a disinfection tank for disinfection. According to the first disinfection scheme, comprehensive disinfection of the first delivery house and related standard objects is completed, and the technical effects of high efficiency and dead-angle-free disinfection are achieved.
Step S800: judging whether the first disinfection effect meets a preset disinfection standard or not, and if so, obtaining a first starting instruction, wherein the first starting instruction is used for starting an environment control model;
specifically, after a first delivery house is disinfected based on a first disinfection scheme, the disinfection condition is checked, and the heat preservation control system of the livestock breeding industry sends the first starting instruction only when the first disinfection effect meets a preset disinfection standard. Wherein, the preset disinfection standard is the condition of realizing the established minimum disinfection effect according to the relevant requirements and the actual requirements. For example, the birthing house after sterilization cannot have obvious dirt, cannot have dead corners, cannot have pungent taste, and the like. The first starting instruction is used for starting an environment control model in a heat preservation control system of the livestock breeding industry. Through relevant personnel inspection childbirth house disinfection effect to reach and predetermine disinfection standard after, the system just can send the instruction of starting the environmental control model, reached the technological effect who improves childbirth house environmental control reality and rationality.
Step S900: and the environment control model monitors and regulates the environment of the first birthing house according to preset environmental conditions.
Specifically, the environment control model is embedded in the heat preservation control system of the livestock breeding industry, and can monitor various environmental indexes of a first childbirth house in real time, and perform real-time environment monitoring and regulation and control on the first childbirth house according to preset environmental conditions. The preset environmental condition refers to the most suitable environmental condition information for livestock delivery obtained based on the analysis of the actual delivery data of the livestock. Through intelligent monitoring and regulation and control to the domestic animal childbirth house environment, reached the intelligent degree that improves childbirth house environmental monitoring and regulation and control, in addition, the accurate of each item environmental index is controld, makes childbirth house environmental condition optimize, and domestic animal breeding work efficiency can improve, has reached the technological effect that reduces childbirth house management cost of labor simultaneously.
Further, as shown in fig. 2, step S400 of the present invention further includes:
step S410: respectively collecting images before and after the first parturition empty hurdle to form a training image set;
step S420: obtaining the spatial characteristics of each training image in the training image set to form a training image spatial characteristic set;
step S430: marking blank status of each training image in the training image set to obtain a training image label set, wherein the training image label set comprises blank labels and non-blank labels;
step S440: and taking the training image convolution feature set and the training image label set as training data to construct the dynamic monitoring model of the birthing house.
Specifically, different area images before and after the livestock parturition house empty stall are obtained according to big data or self real shooting, and a training image set for training the parturition house dynamic monitoring model is formed. Wherein, the empty stall refers to that the livestock in the delivery house is transferred out. The term "before the empty pen" means that there is livestock living in the childbirth house, and "after the empty pen" means that there is no livestock living in the childbirth house. And sequentially carrying out image space characteristic analysis on the images in the training image set to obtain the regional characteristic information of each object in the first delivery house, namely forming the training image space characteristic set. In addition, the blank status of each training image in the training image set is marked respectively, so that the training image label set is formed. The blank status mark corresponds to whether each object in the image is transferred or not, and further whether the object is in a blank status or not. Thus, the training image label set includes both free and non-free labels. And training to obtain the dynamic monitoring model of the birthing house by taking the training image convolution feature set and the training image label set as training data based on the principle of a support vector machine.
The dynamic monitoring model of the childbirth house is obtained through training, the defects of low convergence speed, overfitting and the like of a neural network are overcome, a quick and effective method is provided for judging whether configuration in the childbirth house meets relevant standards, and the technical effect of intelligently judging whether the childbirth house is empty or not in a quick and high-accuracy manner is achieved.
Further, step S500 of the present invention further includes:
step S510: judging whether the first output result shows that the first delivery house is in a vacant state or not;
step S520: if the first output result shows that the first birth house is in a blank state, acquiring a second heat preservation object position of the first heat preservation Wen Wujian;
step S530: if the first output result shows that the first birth house is in a non-blank state, adjusting the position of the second heat preservation object of the first heat preservation Wen Wujian.
Specifically, it is determined whether the first output result obtained by the labor house dynamic monitoring model indicates that the first labor house is in a vacant stall state. When the first output result shows that the first delivery house is in the empty stall state, the heat preservation control system of the livestock breeding industry automatically obtains the position of the second heat preservation object of the first heat preservation object Wen Wujian, namely the position of the first heat preservation object Wen Wujian after being transferred. On the contrary, when the first output result shows that the first delivery house is in the non-vacant state, the heat preservation control system of the livestock breeding industry sends an adjustment instruction to adjust the position of the second heat preservation object of the first heat preservation Wen Wujian, namely, the position after the first heat preservation object is transferred again. For example, the position of the holding lamp is raised, but it may also be in the sterilization zone, where the great pressure of the sterilization head also has an effect on its bulb, so that the position shift of the holding lamp must be controlled in an absolutely safe area.
Through carrying out intelligent monitoring and regulation and control to the position of heat preservation article, reached the technological effect of guaranteeing heat preservation article and relevant staff safety.
Further, as shown in fig. 3, step S900 of the present invention further includes:
step S910a: obtaining the average height of a first livestock, and taking the average height of the first livestock as a preset standard distance;
step S920a: sequentially installing a plurality of temperature sensors, a plurality of humidity sensors and a plurality of wind speed sensors at one half of a preset standard distance from the first delivery room to the ground, wherein the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors are distributed in position by a diagonal sampling method;
step S930a: calculating to obtain first average temperature information, first average humidity information and first average wind speed information according to real-time monitoring results of the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors;
step S940a: and monitoring and managing the environmental condition of the first childbirth house in real time based on the first average temperature information, the first average humidity information and the first average wind speed information.
Further, step S940a of the present invention further includes:
step S941a: constructing a first birth housing environment sweet map by taking the monitoring time of the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors as a horizontal axis and taking the real-time monitoring results of the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors as a vertical axis;
step S942a: and carrying out real-time visual monitoring management on the environment of the first childbirth house according to the environment Gantt chart of the first childbirth house.
Specifically, the temperature sensor is used for monitoring the temperature condition in the first childbirth house in real time, the humidity sensor is used for monitoring the humidity condition in the first childbirth house in real time, and the wind speed sensor is used for monitoring the wind speed condition in the first childbirth house in real time. In addition, including a plurality of temperature sensor, a plurality of humidity transducer and a plurality of wind speed sensor in the sensor group, just, the sensor group with environmental control model communication connects.
The method comprises the steps of firstly measuring height data of all livestock in a first birthing house, calculating average height, and setting the average height as the preset standard distance. Furthermore, a plurality of temperature sensors, a plurality of humidity sensors and a plurality of wind speed sensors in the sensor group are all installed at one-half of the distance between the ground of the first childbirth house and the preset standard distance. In addition, each sensor in the sensor group is distributed in a diagonal sampling method, namely, sensor mounting points are uniformly selected according to a certain distance on two diagonals of a delivery house. And finally, calculating to obtain first average temperature information, first average humidity information and first average wind speed information corresponding to the first birth house based on data monitored by each sensor in the sensor group in real time, thereby realizing real-time monitoring of the environmental condition of the first birth house. In addition, the data monitored by each sensor in the sensor group in real time is taken as a vertical axis, and a first birth house environment Gantt chart is established by taking the corresponding monitoring time as a horizontal axis, so that the real-time visual monitoring management of the environment of the first birth house is realized.
Through vertically arranging according to half the height of the average height of the livestock and transversely arranging with diagonal lines, the reasonable configuration of each sensor is realized, the target of monitoring each index of the actual living environment of the livestock in real time is realized, meanwhile, the visual monitoring of each index change condition of the environment is realized by constructing the environment Gantt chart of the first delivery house, furthermore, the average monitoring value of the corresponding environment index is calculated based on the monitoring results of a plurality of sensors, and the technical effects of improving the accuracy and the reliability of each environment index monitoring result are achieved.
Further, as shown in fig. 4, step S900 of the present invention further includes:
step S910b: acquiring livestock breeding proper temperature ranges, humidity ranges and wind speed ranges recommended by different countries, and analyzing to obtain a first temperature range, a first humidity range and a first wind speed range;
step S920b: respectively carrying out environment index gradient division on the first temperature range, the first humidity range and the first wind speed range to obtain a first gradient division result;
step S930b: obtaining a first test result, wherein the first test result comprises a first average growth rate and a second average growth rate;
step S940b: designing an environment response surface optimization test for livestock breeding according to the first gradient division result and the first test result;
step S950b: obtaining a first environment index optimization result of the environment response surface optimization test, and taking the first environment index optimization result as the preset environment condition;
step S960b: and carrying out real-time regulation and control management on the environmental condition of the first childbirth house according to the preset environmental condition.
Specifically, the livestock parturition environmental condition recommendation ranges provided by a plurality of countries are searched, then the upper limit critical value and the lower limit critical value recommended by each country are compared, and the test ranges of the environmental indexes are obtained through analysis, namely the test ranges are the first temperature range, the first humidity range and the first wind speed range. For example, the temperature recommended by China for suitable growth of 20-55 kg of livestock is 15-28 ℃, the temperature recommended by the United states for suitable growth of 20-55 kg of livestock is 16-27 ℃, the temperature recommended by Australia for suitable growth of 20-55 kg of livestock is 16-30 ℃, in order to expand the test temperature range, the test accuracy is improved, the lowest temperature recommended by all countries is used as the lower limit critical temperature of the test, the highest temperature recommended by all countries is used as the upper limit critical temperature of the test, and finally the test temperature is comprehensively determined to be 15-30 ℃, namely the first temperature range is 15-30 ℃.
Further, the first temperature range, the first humidity range and the first wind speed range are subjected to gradient division, so that a first temperature gradient, a first humidity gradient and a first wind speed gradient are obtained, and each gradient comprises a plurality of levels. And then testing by a variable control method to obtain test results corresponding to different environmental index levels, namely the livestock cub growth rate data corresponding to different environmental index levels are the first average growth rate and the second average growth rate. Wherein the livestock cub growth rate data is the average daily body weight growth rate of the livestock cubs under each environmental index level. And finally, based on the test conditions and the test results, obtaining each environmental index level which is most suitable for the delivery and growth of the livestock by utilizing response surface optimization analysis, and taking the environmental index level as the preset environmental condition. And finally, regulating and managing the environmental condition of the first birthing house monitored by the sensor group in real time according to the preset environmental condition.
Through the response surface optimization test, the test optimization result is determined to be the most suitable environment condition for the livestock childbirth growth, the technical effects of effectively regulating and controlling the environment of the childbirth house based on the actual data basis and improving the regulation and control effectiveness and the regulation and control rationality of the environment control model are achieved.
Further, step S960b of the present invention further comprises:
step S961b: judging whether the first average temperature information, the first average humidity information and the first average wind speed information meet the preset environmental conditions;
step S962b: if the first average temperature information and/or the first average humidity information and/or the first average wind speed information do not meet the preset environmental condition, obtaining a first early warning mark;
step S963b: and according to the first early warning mark, carrying out real-time regulation and control management on the environmental condition of the first delivery house.
Specifically, based on the preset environmental conditions determined by an optimization test, the first average temperature information, the first average humidity information and the first average wind speed information are intelligently judged and analyzed. When the first average temperature information and/or the first average humidity information and/or the first average wind speed information do not meet the preset environmental condition, the heat preservation control system of the livestock breeding industry sends the first early warning mark, and real-time regulation and control management is carried out on the environmental condition of the first delivery house according to the first early warning mark. The first average temperature information and/or the first average humidity information and/or the first average wind speed information do not satisfy the preset environmental condition, and the first average temperature information and/or the first average wind speed information include multiple possibilities, that is, as long as one of the three indexes of the first average temperature information, the first average humidity information and the first average wind speed information does not satisfy the regulation in the preset environmental condition, the system sends out an early warning. Each environmental index condition is judged through system's intelligence contrast, has reached high-efficient, accurate early warning and regulate and control the technical effect of childbirth house environment.
In summary, the heat preservation control method for the livestock breeding industry provided by the invention has the following technical effects:
1. carry out real-time intelligent monitoring to the situation of childbirth house through the image acquisition device, further according to childbirth house dynamic monitoring model, judge the ground mat in the childbirth house, the heat preservation lamp, whether articles such as trough have been evacuated the disinfection region, if relevant article have evacuated in the current childbirth house, the condition accords with the disinfection standard time, the system is automatic to send the disinfection start instruction, and then carry out all-round disinfection to the childbirth house, thereby make the childbirth house reach basic domestic animal childbirth safety and sanitation environmental condition. Further, utilize all kinds of sensors to carry out real-time supervision to each item environmental index of domestic animal life in the childbirth house, including ambient temperature, ambient humidity, ambient wind speed etc, thereby realize intelligent monitoring and the regulation and control of domestic animal childbirth house environment, the intelligent degree that improves childbirth house environmental monitoring and regulation and control has been reached, the accurate of each item environmental index is controlled, make the childbirth house environmental condition optimize, and simultaneously, the cost of labor who reduces the childbirth house management has been reached, the technological effect of domestic animal breeding work efficiency is improved.
2. The dynamic monitoring model of the childbirth house is obtained through training, the defects of low convergence speed, overfitting and the like of a neural network are overcome, a quick and effective method is provided for judging whether configuration in the childbirth house meets relevant standards, and the technical effect of intelligently judging whether the childbirth house is empty or not in a quick and high-accuracy manner is achieved.
3. Through vertically arranging according to half the height of the average height of the livestock and transversely arranging with diagonal lines, the reasonable configuration of each sensor is realized, the target of monitoring each index of the actual living environment of the livestock in real time is realized, meanwhile, the visual monitoring of each index change condition of the environment is realized by constructing the environment Gantt chart of the first delivery house, furthermore, the average monitoring value of the corresponding environment index is calculated based on the monitoring results of a plurality of sensors, and the technical effects of improving the accuracy and the reliability of each environment index monitoring result are achieved.
4. Through the response surface optimization test, the test optimization result is determined to be the most suitable environment condition for the livestock childbirth growth, the technical effects of effectively regulating and controlling the environment of the childbirth house based on the actual data basis and improving the regulation and control effectiveness and the regulation and control rationality of the environment control model are achieved.
Example two
Based on the same inventive concept as the heat preservation control method in the livestock breeding industry in the foregoing embodiment, the present invention further provides a heat preservation control system in the livestock breeding industry, referring to fig. 5, where the system includes:
a first obtaining unit 11, configured to obtain first basic information of a first birth room, where the first basic information includes a first insurance Wen Wujian parameter of a first insurance Wen Wujian and a first insurance Wen Wujian position;
a first configuration unit 12, wherein the first configuration unit 12 is configured to acquire images of different areas of the first birth room respectively based on the image acquisition device to configure a first image set;
a second obtaining unit 13, where the second obtaining unit 13 is configured to perform feature extraction on the first image set to obtain a first spatial feature of a birth room;
a first building unit 14, wherein the first building unit 14 is used for building a dynamic monitoring model of a birthing house;
a third obtaining unit 15, wherein the third obtaining unit 15 is configured to input the first parturition house space characteristic into a parturition house dynamic monitoring model, and obtain a first output result, wherein the first output result includes a second heat preservation object position of the first heat preservation object Wen Wujian;
a fourth obtaining unit 16, where the fourth obtaining unit 16 is configured to determine whether the position of the second thermal insulation object meets a preset distance condition, and if the position of the second thermal insulation object meets the preset distance condition, obtain a first disinfection scheme;
a fifth obtaining unit 17, said fifth obtaining unit 17 being configured to perform a sterilization treatment on said first birthing house according to said first sterilization protocol, so as to obtain a first sterilization effect;
a sixth obtaining unit 18, where the sixth obtaining unit 18 is configured to determine whether the first disinfection effect meets a preset disinfection standard, and if the first disinfection effect meets the preset disinfection standard, obtain a first start instruction, where the first start instruction is used to start an environment control model;
a first execution unit 19, wherein the first execution unit 19 is configured to perform environmental monitoring and control on the first birthing house according to a preset environmental condition by the environmental control model.
Further, the system further comprises:
the second composition unit is used for respectively acquiring images before and after the first delivery hurting empty stall to form a training image set;
the first composition unit is used for obtaining the spatial features of the training images in the training image set to form a training image spatial feature set;
a seventh obtaining unit, configured to perform blank status labeling on each training image in the training image set to obtain a training image label set, where the training image label set includes a blank label and a non-blank label;
and the second construction unit is used for constructing the dynamic monitoring model of the birthing house by taking the training image convolution feature set and the training image label set as training data.
Further, the system further comprises:
a first judging unit, configured to judge whether the first output result shows that the first delivery house is in an empty status;
an eighth obtaining unit, configured to obtain a second heat preservation object position of the first delivery house Wen Wujian if the first output result shows that the first delivery house is in a blank state;
a second execution unit, configured to adjust a position of the second heat preservation object of the first heat preservation Wen Wujian if the first output result shows that the first birth house is in a non-blank state.
Further, the system further comprises:
a ninth obtaining unit, configured to obtain an average height of the first livestock, where the average height of the first livestock is used as a preset standard distance;
a first mounting unit, configured to sequentially mount the plurality of temperature sensors, the plurality of humidity sensors, and the plurality of wind speed sensors at a half of a preset standard distance from the ground in the first birth room, wherein the plurality of temperature sensors, the plurality of humidity sensors, and the plurality of wind speed sensors are all allocated in position by a diagonal sampling method;
a tenth obtaining unit, configured to calculate and obtain first average temperature information, first average humidity information, and first average wind speed information according to real-time monitoring results of the plurality of temperature sensors, the plurality of humidity sensors, and the plurality of wind speed sensors;
and the third execution unit is used for monitoring and managing the environmental condition of the first birthing house in real time based on the first average temperature information, the first average humidity information and the first average wind speed information.
Further, the system further comprises:
the eleventh acquisition unit is used for acquiring livestock breeding suitable temperature ranges, humidity ranges and wind speed ranges recommended by different countries, and analyzing to acquire a first temperature range, a first humidity range and a first wind speed range;
a twelfth obtaining unit, configured to perform environment index gradient division on the first temperature range, the first humidity range, and the first wind speed range, respectively, to obtain a first gradient division result;
a thirteenth obtaining unit for obtaining a first test result, wherein the first test result comprises a first average growth rate, a second average growth rate;
the first design unit is used for designing an environment response surface optimization test for livestock breeding according to the first gradient division result and the first test result;
the first setting unit is used for obtaining a first environment index optimization result of the environment response surface optimization test and taking the first environment index optimization result as the preset environment condition;
and the fourth execution unit is used for carrying out real-time regulation and control management on the environmental condition of the first delivery house according to the preset environmental condition.
Further, the system further comprises:
a third constructing unit, configured to construct a first parturition shed environment gantt chart with the monitoring time of the plurality of temperature sensors, the plurality of humidity sensors, and the plurality of wind speed sensors as a horizontal axis and with the real-time monitoring results of the plurality of temperature sensors, the plurality of humidity sensors, and the plurality of wind speed sensors as a vertical axis;
and the fifth execution unit is used for carrying out real-time visual monitoring management on the environment of the first birth house according to the first birth house environment Gantt chart.
Further, the system further comprises:
a second judging unit, configured to judge whether the first average temperature information, the first average humidity information, and the first average wind speed information satisfy the preset environmental condition;
a fifteenth obtaining unit, configured to obtain a first warning flag if the first average temperature information and/or the first average humidity information and/or the first average wind speed information do not satisfy the preset environmental condition;
and the sixth execution unit is used for carrying out real-time regulation and control management on the environmental condition of the first delivery house according to the first early warning mark.
The embodiments in the present specification are described in a progressive manner, and each embodiment focuses on the difference from other embodiments, the heat preservation control method and the specific example in the first embodiment of fig. 1 are also applicable to the heat preservation control system in the livestock breeding industry of the present embodiment, and through the foregoing detailed description of the heat preservation control method in the livestock breeding industry, a person skilled in the art can clearly know the heat preservation control system in the present embodiment, so for the brevity of the description, detailed description is not repeated here. The device disclosed in the embodiment corresponds to the method disclosed in the embodiment, so that the description is simple, and the relevant points can be referred to the description of the method part.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Exemplary electronic device
The electronic device of the present invention is described below with reference to fig. 6.
Fig. 6 illustrates a schematic structural diagram of an electronic device according to the present invention.
Based on the inventive concept of the heat preservation control method for the livestock breeding industry in the foregoing embodiments, the present invention further provides a heat preservation control system for the livestock breeding industry, on which a computer program is stored, which when executed by a processor implements the steps of any one of the methods of the heat preservation control method for the livestock breeding industry described above.
Where in fig. 6 a bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 linking together various circuits including one or more processors, represented by processor 302, and memory, represented by memory 304. The bus 300 may also link together various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further herein. A bus interface 305 provides an interface between the bus 300 and the receiver 301 and transmitter 303. The receiver 301 and the transmitter 303 may be one and the same element, i.e. a transceiver, providing a means for communicating with various other apparatus over a transmission medium.
The processor 302 is responsible for managing the bus 300 and general processing, and the memory 304 may be used for storing data used by the processor 302 in performing operations.
The invention provides a heat preservation control method for livestock breeding industry, which is applied to a heat preservation control system for the livestock breeding industry, wherein the method comprises the following steps: by obtaining first basis information for a first birth house, wherein the first basis information comprises a first lead Wen Wujian parameter and a first lead Wen Wujian location of a first lead Wen Wujian; respectively acquiring images of different areas of the first birth house based on the image acquisition device to form a first image set; performing feature extraction on the first image set to obtain a first delivery house spatial feature; constructing a dynamic monitoring model of a birthing house; inputting the first parturition house space characteristics into a parturition house dynamic monitoring model to obtain a first output result, wherein the first output result comprises the second heat preservation object position of the first heat preservation Wen Wujian; judging whether the position of the second heat-preservation object meets a preset distance condition or not, and if the position of the second heat-preservation object meets the preset distance condition, obtaining a first disinfection scheme; according to the first disinfection scheme, carrying out disinfection treatment on the first delivery house to obtain a first disinfection effect; judging whether the first disinfection effect meets a preset disinfection standard or not, and if so, obtaining a first starting instruction, wherein the first starting instruction is used for starting an environment control model; and the environment control model monitors and regulates the environment of the first birthing house according to preset environmental conditions. The problem of among the prior art before disinfecting to the domestic animal childbirth house, all carry out each item inspection and preparation through the manpower, then need manual dismantlement to the heat preservation article, install back again after the disinfection processing, and then control heat preservation article etc. by virtue of the experience to give the domestic animal childbirth and provide the life environment comfortable relatively, consequently, there is the human cost height, the not accurate technical problem of regulation and control in current childbirth house environmental monitoring. Through intelligent monitoring and regulation and control to the domestic animal childbirth house environment, reached the intelligent degree that improves childbirth house environmental monitoring and regulation and control, in addition, the accurate of each item environmental index is controld, makes childbirth house environmental condition optimize, and domestic animal breeding work efficiency can improve, has reached the technological effect that reduces childbirth house management cost of labor simultaneously.
The invention also provides an electronic device, which comprises a processor and a memory;
the memory is used for storing;
the processor is configured to execute the method according to any one of the first embodiment through calling.
The invention also provides a computer program product comprising a computer program and/or instructions which, when executed by a processor, performs the steps of the method of any of the above embodiments.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, apparatus, or computer program product. Accordingly, the present invention may take the form of an entirely software embodiment, an entirely hardware embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention is in the form of a computer program product that may be embodied on one or more computer-usable storage media having computer-usable program code embodied therewith. And such computer-usable storage media include, but are not limited to: various media capable of storing program codes, such as a usb disk, a portable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk Memory, a Compact Disc Read-Only Memory (CD-ROM), and an optical Memory.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create a system for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including an instruction system which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks. While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the present invention and its equivalent technology, it is intended that the present invention also encompass such modifications and variations.

Claims (9)

1. A heat preservation control method for livestock breeding industry is characterized in that the method is applied to a heat preservation control system for livestock breeding industry, the system comprises an image acquisition device, and the method comprises the following steps:
obtaining first basic information of a first birthing house, wherein the first basic information comprises a first guard Wen Wujian parameter and a first guard Wen Wujian position of a first guard Wen Wujian;
respectively acquiring images of different areas of the first birth house based on the image acquisition device to form a first image set;
performing feature extraction on the first image set to obtain a first delivery house spatial feature;
constructing a dynamic monitoring model of a birthing house;
inputting the first parturition house space characteristics into a parturition house dynamic monitoring model to obtain a first output result, wherein the first output result comprises a second heat preservation object position of the first heat preservation Wen Wujian, and the second heat preservation object position of the first heat preservation object Wen Wujian refers to the position of the first heat preservation object after the relevant staff is prepared for disinfection;
judging whether the position of the second heat-preservation object meets a preset distance condition or not, and if the position of the second heat-preservation object meets the preset distance condition, obtaining a first disinfection scheme;
according to the first disinfection scheme, disinfecting the first birthing house to obtain a first disinfection effect;
judging whether the first disinfection effect meets a preset disinfection standard or not, and if so, obtaining a first starting instruction, wherein the first starting instruction is used for starting an environment control model;
the environment control model monitors and regulates the environment of the first delivery house according to preset environmental conditions;
the construction of the dynamic monitoring model of the birthing house comprises the following steps:
respectively acquiring images before and after the first parturition empty stall to form a training image set;
obtaining the spatial features of the training images in the training image set to form a training image spatial feature set;
marking blank status of each training image in the training image set to obtain a training image label set, wherein the training image label set comprises blank labels and non-blank labels;
and taking the training image convolution feature set and the training image label set as training data to construct the dynamic monitoring model of the birthing house.
2. The method of claim 1, wherein obtaining the first output result further comprises:
judging whether the first output result shows that the first delivery house is in a vacant state or not;
if the first output result shows that the first birth house is in a blank state, acquiring a second heat preservation object position of the first heat preservation Wen Wujian;
if the first output result shows that the first birth house is in a non-blank state, adjusting the position of the second heat preservation object of the first heat preservation Wen Wujian.
3. The method of claim 1, wherein the environmental control model is used for environmental monitoring and control of the first birthing house according to preset environmental conditions, the environmental control model is communicatively connected to a sensor set, and the sensor set comprises a plurality of temperature sensors, a plurality of humidity sensors, a plurality of wind speed sensors, and further comprises:
obtaining the average height of a first livestock, and taking the average height of the first livestock as a preset standard distance;
sequentially installing a plurality of temperature sensors, a plurality of humidity sensors and a plurality of wind speed sensors at one half of a preset standard distance from the first delivery room to the ground, wherein the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors are distributed in position by a diagonal sampling method;
calculating to obtain first average temperature information, first average humidity information and first average wind speed information according to real-time monitoring results of the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors;
and monitoring and managing the environmental condition of the first childbirth house in real time based on the first average temperature information, the first average humidity information and the first average wind speed information.
4. The method of claim 3, wherein the method further comprises:
collecting livestock breeding proper temperature ranges, humidity ranges and wind speed ranges recommended by different countries, and analyzing to obtain a first temperature range, a first humidity range and a first wind speed range;
respectively carrying out environment index gradient division on the first temperature range, the first humidity range and the first wind speed range to obtain a first gradient division result;
obtaining a first test result, wherein the first test result comprises a first average growth rate and a second average growth rate;
designing an environment response surface optimization test for livestock breeding according to the first gradient division result and the first test result;
obtaining a first environment index optimization result of the environment response surface optimization test, and taking the first environment index optimization result as the preset environment condition;
and carrying out real-time regulation and control management on the environmental condition of the first childbirth house according to the preset environmental condition.
5. The method of claim 3, wherein said real-time monitoring management of environmental conditions of said first birthing house further comprises:
constructing a first childbirth housing environment Gantt chart by taking the monitoring time of the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors as a horizontal axis and taking the real-time monitoring results of the plurality of temperature sensors, the plurality of humidity sensors and the plurality of wind speed sensors as a vertical axis;
and carrying out real-time visual monitoring management on the environment of the first childbirth house according to the environment Gantt chart of the first childbirth house.
6. The method of claim 4, wherein the real-time regulatory management of the environmental conditions of the first birthing house based on the predetermined environmental conditions further comprises:
judging whether the first average temperature information, the first average humidity information and the first average wind speed information meet the preset environmental condition or not;
if the first average temperature information and/or the first average humidity information and/or the first average wind speed information do not meet the preset environmental condition, obtaining a first early warning mark;
and according to the first early warning mark, carrying out real-time regulation and control management on the environmental condition of the first delivery house.
7. A heat preservation control system for livestock breeding industry, the system comprising:
a first obtaining unit: the first obtaining unit is used for obtaining first basic information of a first birth delivery house, wherein the first basic information comprises a first preserved Wen Wujian parameter of a first preserved Wen Wujian and a first preserved Wen Wujian position;
a first constituent unit: the first composition unit is used for respectively acquiring images of different areas of the first birth house based on an image acquisition device to form a first image set;
a second obtaining unit: the second obtaining unit is used for performing feature extraction on the first image set to obtain a first birth room spatial feature;
a first building unit: the first construction unit is used for constructing a dynamic monitoring model of the birthing house;
a third obtaining unit: the third obtaining unit is configured to input the first parturition house space characteristic into a parturition house dynamic monitoring model, and obtain a first output result, where the first output result includes a second heat preservation object position of the first heat preservation object Wen Wujian, and the second heat preservation object position of the first heat preservation object Wen Wujian is a position of the first heat preservation object after the relevant staff performs a disinfection preparation operation;
a fourth obtaining unit: the fourth obtaining unit is used for judging whether the position of the second heat-preservation object meets a preset distance condition or not, and obtaining a first disinfection scheme if the position of the second heat-preservation object meets the preset distance condition;
a fifth obtaining unit: the fifth obtaining unit is used for carrying out disinfection treatment on the first delivery house according to the first disinfection scheme to obtain a first disinfection effect;
a sixth obtaining unit: the sixth obtaining unit is configured to determine whether the first disinfection effect meets a preset disinfection standard, and obtain a first start instruction if the first disinfection effect meets the preset disinfection standard, where the first start instruction is used to start an environment control model;
a first execution unit: the first execution unit is used for the environment control model to carry out environment monitoring and regulation and control on the first delivery house according to preset environmental conditions;
the second composition unit is used for respectively acquiring images before and after the first delivery hurting empty stall to form a training image set;
the first composition unit is used for obtaining the spatial features of the training images in the training image set to form a training image spatial feature set;
a seventh obtaining unit, configured to perform blank status labeling on each training image in the training image set to obtain a training image label set, where the training image label set includes a blank label and a non-blank label;
and the second construction unit is used for constructing the dynamic monitoring model of the birthing house by taking the training image convolution feature set and the training image label set as training data.
8. An electronic device comprising a processor and a memory;
the memory is used for storing;
the processor to, upon invocation, perform the method of any of claims 1~6.
9. A computer program product comprising computer programs and/or instructions which, when executed by a processor, carry out the steps of the method of any one of claims 1~6.
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