Indoor silkworm breeding temperature control system

Abstract

The invention relates to the technical field of digital temperature control, and particularly discloses an indoor silkworm breeding temperature control system, which is used for finely controlling temperature spaces of different breeding areas in time by finely setting control conditions of breeding environment factors of the different breeding areas. The system comprises a data acquisition module which acquires environment temperature data, environment humidity data and control instruction signal parameters of a plurality of temperature and humidity sensors in different breeding areas in a silkworm rearing room; the data processing module performs standard matching analysis on the environment temperature data, the environment humidity data and the control instruction signal parameters to obtain a temperature control strategy; the data analysis module performs temperature early warning analysis on a result generated by the temperature control strategy of the current breeding area, and judges whether the dynamic change of the signal parameters of the control instruction meets the requirement or not: if yes, the target control instruction and the control signal parameters of the current breeding area are displayed; and if not, generating an early warning signal.

Description

Technical Field

[0001] The invention relates to the technical field of digital temperature control, and in particular to an indoor silkworm breeding temperature control system. Background Art

[0002] With the development of society and the transformation of economic models, traditional silkworm breeding has begun a new model. Traditional silkworm breeding is mostly based on the model of farmers raising silkworms in scattered areas and in local exclusive areas; and with the large reduction of farms and the significant improvement of people's quality of life, the demand for silkworm products has increased, and indoor automated control breeding models have developed a lot. In traditional silkworm breeding, the temperature of the silkworm room is usually adjusted manually, such as using stoves, heaters and other equipment to control; however, this method is not only inefficient, but also difficult to accurately control the temperature, which can easily affect the growth of silkworms.

[0003] With the development of science and technology, intelligent temperature control systems are gradually being used in silkworm breeding. These systems are usually equipped with temperature sensors, controllers and actuators, which can monitor the overall temperature in the silkworm room in real time and automatically adjust the heating or cooling equipment according to the preset temperature curve to maintain the stability of the temperature in the silkworm room.

[0004] However, for the division of silkworm breeding areas at different growth stages in the system, different breeding areas have different environmental requirements, and it is difficult to uniformly adjust and control the temperature conditions of different breeding areas directly through remote monitoring. Therefore, there is a lack of conditions for real-time synchronous temperature adjustment and control of different breeding areas. In addition, the existing temperature control system also lacks the ability to directly monitor the temperature of the silkworm room through remote visual information, which is convenient for breeders to grasp the temperature conditions of the silkworm room at any time. Summary of the invention

[0005] The purpose of the present invention is to provide an indoor silkworm breeding temperature control system to solve the following technical problems: How to refine the control condition settings of the breeding environment factors in different breeding areas and realize real-time refined control of the temperature space in different breeding areas.

[0006] The purpose of the present invention can be achieved through the following technical solutions: An indoor silkworm breeding temperature control system, the system comprising: The data acquisition module is used to collect the ambient temperature data, ambient humidity data and control command signals of multiple temperature and humidity sensors in different breeding areas of the silkworm room; The control command signals include: start signal and stop signal; the start signal includes the start adjustment signal and the start self-running signal; the stop signal includes the early warning signal and the timing signal; The control command signal is used to generate corresponding control commands according to the historical environmental temperature data and historical environmental humidity data of different breeding areas, and generate control signal parameters according to the control commands; A data processing module is used to perform standard matching analysis on ambient temperature data, ambient humidity data and control command signal parameters to obtain a temperature control strategy; The data analysis module is used to perform temperature warning analysis on the results generated by the temperature control strategy of the current breeding area and determine whether the dynamic changes of the control command signal parameters meet the requirements: If yes, the target control instructions and control signal parameters of the current breeding area are displayed; If not, a warning signal is generated; The data display module is used to visually display target control instructions and control signal parameters.

[0007] Preferably, the standard matching analysis process of the data processing module includes: By formula Get the Matching coefficient of breeding area ; Where N is the total number of adjustment control signals in the current breeding area, and ; For the The control command signal parameters of the k-th adjustment control signal of the breeding area; For the Standard control command signal parameters for breeding areas; For preset The control command signal parameter deviation value of the kth adjustment control signal of the breeding area; T is the ambient temperature, H is the ambient humidity; It is the environmental factor influence function of the control command signal; For the Control state coefficient of breeding area .

[0008] Preferably, the temperature control strategy is: the matching coefficient of the current breeding area Matching coefficient threshold interval with preset standard To compare: like , it is judged that the temperature control of the current breeding area meets the standard requirements; like , it is judged that the temperature control of the current breeding area does not meet the standard requirements and a temperature warning message is generated.

[0009] Preferably, the data analysis module includes: Simulate and obtain the historical standard environmental characteristic change curve S1 of the corresponding control signal parameters of the historical environmental temperature data and the historical environmental humidity data of the current breeding area; Real-time acquisition of the real-time environmental characteristic change curve S2 of the corresponding control signal parameters of the real-time environmental temperature data and the real-time environmental humidity data of the current breeding area; Derivatives of curve S1 and curve S2 are obtained to obtain curve S1' and curve S2' respectively; Compare the size of curve S1' with the curve: If S2' > S1', it is determined that the change in the control command signal parameter does not meet the current temperature requirement; If S2' ≤ S1', it is determined that the change in the control command signal parameter meets the current temperature requirement.

[0010] Preferably, the control instruction signal generates the control signal parameter in the following manner: Set the first control level parameters according to different types of breeding areas; Setting the second control level parameters according to the control instructions of different control stages in different types of breeding areas; Historical ambient temperature data and historical ambient humidity data are obtained as first data samples, and first control level parameters and second control level parameters are obtained as second data samples and input into a preset machine model for training to generate control signal parameters.

[0011] Preferably, the control state coefficient for: By formula Get the Control state coefficient of breeding area ; in, It is the period when the control command signal of the current breeding area is in the start signal state. This is the period when the control command signal of the current breeding area is in the stop signal state. is the first preset weight coefficient, is the second preset weight coefficient, and > >0.

[0012] Preferably, it also includes, according to the Control state coefficient of breeding area The resizing control level parameters: The first Control state coefficient of breeding area The threshold interval of the control state coefficient with the preset standard To compare: like < , if it is judged that the control state range of the current breeding area is low, the first control level parameter and the second control level parameter are increased; like ≥ , if it is judged that the control state range of the current breeding area is high, the first control level parameter and the second control level parameter are reduced; like < < , it is judged that the control status range of the current breeding area is normal.

[0013] Preferably, the breeding area is arranged according to the different growth stages of the silkworms in the silkworm room, and the types of breeding areas include egg-laying area, growth area, cocoon-making area, and silk processing area.

[0014] Beneficial effects of the present invention: (1) The present invention realizes the collection of environmental data and the acquisition of control command signals by setting a data acquisition module, realizes the matching analysis of environmental data and control command signal parameters by a data processing module, feeds back the comprehensive situation of environmental control adjustment in different breeding areas by control signal parameters, obtains temperature control strategy, and realizes the analysis process of real-time temperature control situation by obtaining temperature control strategy; obtains the temperature control value status of the current breeding area by the size of the matching coefficient obtained by data matching analysis of different types of breeding areas, further judges whether the temperature control status of the current breeding area meets the standard requirements according to the analysis result of the size of the matching coefficient, and further refines the precise situation of the control command and temperature control status of each breeding area.

[0015] (2) The present invention implements temperature warning analysis on the results generated by the temperature control strategy of the current breeding area by setting a data analysis module, and further determines whether the dynamic changes of the control command signal parameters meet the requirements: if so, the target control command and control signal parameters of the current breeding area are displayed; if not, a warning signal is generated; further analysis is performed based on the data after the standardization processing in the previous step to determine the precise range of the temperature control warning signal, and a warning signal is generated for situations that do not meet the current requirements.

[0016] (3) In this embodiment, the control instruction signal generation parameter method is obtained through machine model training, and the information is assigned and normalized to obtain the parameter information that best suits the current state. The first control level parameter is set according to different types of breeding areas to limit the upper level range of the importance of temperature control in the current breeding area; the second control level parameter is set according to the control instructions of different control stages in different types of breeding areas to limit the lower level range of the importance of the control stage of the control instructions in the current area; the historical ambient temperature data and the historical ambient humidity data are obtained as the first data sample, and the first control level parameter and the second control level parameter are input as the second data sample into the preset machine model training to generate the control signal parameter, and the temperature control situation is judged by the output change of the control signal parameter, and the temperature warning is timely issued to optimize the temperature control system.

[0017] Of course, any product implementing the present invention does not necessarily need to achieve all of the advantages described above at the same time. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings required for describing the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other accompanying drawings can be obtained based on these accompanying drawings without paying creative work.

[0019] Figure 1 This is a schematic diagram of a temperature control system module for indoor silkworm breeding according to the present invention; Figure 2 This is a schematic diagram of the control command signal structure of the present invention; Figure 3 A schematic diagram of a method for generating control signal parameters from a control instruction signal of the present invention; Figure 4 Schematic diagram of the analysis method of the data analysis module of the present invention. DETAILED DESCRIPTION

[0020] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0021] However, for the existing system of dividing the silkworm breeding areas at different growth stages in the silkworm room, the environmental requirements of different breeding areas are different, and it is difficult to uniformly adjust and control the temperature conditions of different breeding areas directly through remote monitoring, so there is a lack of conditions for real-time synchronous temperature adjustment and control of different breeding areas. In addition, the existing temperature control system also lacks the ability to directly monitor the temperature of the silkworm room through remote visual information, so that breeders can grasp the temperature conditions of the silkworm room at any time.

[0022] To solve the above technical problems, please refer to Figure 1-2 As shown, the present invention is a temperature control system for indoor silkworm breeding, the system comprising: The data acquisition module is used to collect the ambient temperature data, ambient humidity data and control command signals of multiple temperature and humidity sensors in different breeding areas of the silkworm room; The control command signals include: start signal and stop signal; the start signal includes the start adjustment signal and the start self-running signal; the stop signal includes the early warning signal and the timing signal; The control command signal is used to generate corresponding control commands according to the historical environmental temperature data and historical environmental humidity data of different breeding areas, and generate control signal parameters according to the control commands; A data processing module is used to perform standard matching analysis on ambient temperature data, ambient humidity data and control command signal parameters to obtain a temperature control strategy; The data analysis module is used to perform temperature warning analysis on the results generated by the temperature control strategy of the current breeding area and determine whether the dynamic changes of the control command signal parameters meet the requirements: If yes, the target control instructions and control signal parameters of the current breeding area are displayed; If not, a warning signal is generated; The data display module is used to visually display target control instructions and control signal parameters.

[0023] In the above technical scheme, the present invention designs an indoor mulberry silkworm breeding temperature control system to realize intelligent environmental control and smart breeding process of indoor silkworms. It mainly realizes the intelligent control process of indoor mulberry silkworm breeding by setting a data acquisition module, a data processing module, a data analysis module, and a data display module to complete the automated temperature control management process of mulberry silkworm breeding.

[0024] Specifically, first, a data acquisition module is set up to collect ambient temperature data, ambient humidity data and control command signals from multiple temperature and humidity sensors in different breeding areas in a silkworm room; different breeding areas are set up to achieve silkworm growth at different stages, and different temperature and humidity sensors are used to collect ambient temperature and ambient humidity in different breeding areas, and collecting ambient temperature and ambient humidity is beneficial to controlling and adjusting the temperature in the area; since the breeding areas set in the embodiment of the present invention are set according to the different growth stages of the silkworms in the silkworm room, and the types of breeding areas set therein generally include egg-laying areas, growth areas, cocoon-making areas, and silk processing areas, the full-process automated breeding process of silkworms is realized.

[0025] Among them, the control command signals set include: start signal and stop signal; the start signal is used to execute the temperature control and regulation operation process of the silkworm room. The start signal of this design includes the start regulation signal and the start self-operation signal to realize the automatic control and feedback regulation process of the temperature in different areas of the silkworm room; the stop signal includes pause and stop, to realize the pause regulation of the temperature supply in different areas of the silkworm room during the detection process and the feedback of the regulation results. The stop signal of this design includes early warning signal and timing signal; to realize the feedback regulation of the environment in the silkworm room area, mainly the environmental temperature and environmental humidity. The control command signal generates corresponding control instructions according to the historical environmental temperature data and historical environmental humidity data of different breeding areas, and generates control signal parameters according to the control instructions; the comprehensive situation of environmental control and regulation in different breeding areas is fed back through the control signal parameters.

[0026] Then, a data processing module is set up to perform standard matching analysis on ambient temperature data, ambient humidity data and control instruction signal parameters to obtain a temperature control strategy; and an analysis process of the real-time temperature control situation is realized by obtaining the temperature control strategy.

[0027] Specifically, as an embodiment of the present invention, the standard matching analysis process of the data processing module includes: Get the Matching coefficient of breeding area ; Where N is the total number of adjustment control signals in the current breeding area, and ; For the The control command signal parameters of the k-th adjustment control signal of the breeding area; For the Standard control command signal parameters for breeding areas; For preset The control command signal parameter deviation value of the kth adjustment control signal of the breeding area; T is the ambient temperature, H is the ambient humidity; It is the environmental factor influence function of the control command signal; For the Control state coefficient of breeding area .

[0028] In the above technical solution, the standard matching process of the data processing module in this embodiment is achieved by matching analysis based on historical standard data and by analyzing the data obtained through the matching calculation process. Get the Matching coefficient of breeding area The temperature control status of the current breeding area is obtained through the matching coefficient size of different types of breeding areas, and further judged whether the temperature control status of the current breeding area meets the standard requirements based on the analysis results of the matching coefficient size, and the control instructions and temperature control status of each breeding area are further refined.

[0029] Among them, it is necessary to explain that It is obtained by machine simulation based on historical data and will not be described in detail here; It is selected and set based on empirical data and will not be described in detail here; With ambient temperature and ambient humidity The relationship is selected and obtained according to the average value of the control command signal parameter under different environmental factors in different breeding areas, and the parameter will be adjusted according to the change of the current environmental factor. Then, under different environmental conditions, the matching coefficient will be adaptively adjusted according to the parameter change to improve the accuracy of judgment under different environmental conditions.

[0030] As an embodiment of the present invention, the temperature control strategy is: the matching coefficient of the current breeding area Matching coefficient threshold interval with preset standard To compare: like , it is judged that the temperature control of the current breeding area meets the standard requirements; like , it is judged that the temperature control of the current breeding area does not meet the standard requirements and a temperature warning message is generated.

[0031] In the above technical solution, the temperature control strategy in this embodiment includes comparing the size of the matching coefficient with the preset standard value, and comparing the matching coefficient of the current breeding area with the matching coefficient of the current breeding area. Matching coefficient threshold interval with preset standard Compare the size and the current value falls within the current threshold range. If it is within the current threshold range, it is judged that the temperature control of the current breeding area meets the standard requirements. If it does not belong to the current threshold range, it is judged that it does not meet the standard requirements, and early warning control is required to further adjust the next control signal.

[0032] Next, the data analysis module is set up to perform temperature warning analysis on the results generated by the temperature control strategy of the current breeding area, and further determine whether the dynamic changes of the control command signal parameters meet the requirements: if so, the target control command and control signal parameters of the current breeding area are displayed; if not, a warning signal is generated; further analysis is performed based on the data after standardization in the previous step to determine the precise range of the temperature control warning signal, and a warning signal is generated for situations that do not meet the current requirements.

[0033] For details, please refer to Figure 4 As shown, as an embodiment of the present invention, the data analysis module includes a historical standard environmental characteristic change curve of the corresponding control signal parameters of the historical environmental temperature data and the historical environmental humidity data of the current breeding area. ; Real-time acquisition of the real-time environmental temperature data and real-time environmental humidity data of the current breeding area and the real-time environmental characteristic change curve of the corresponding control signal parameters ; The curve and curve Derivation to obtain the curve and curve ; Comparison curves and curve Size: like > , it is judged that the change of the control command signal parameter does not meet the current temperature requirements; like ≤ , it is judged that the change of the control command signal parameters meets the current temperature requirements.

[0034] In the above technical solution, the process of performing temperature warning analysis and generating warning information in this embodiment is specifically as follows: first, the corresponding control signal parameters of the historical environmental temperature data and the historical environmental humidity data of the current breeding area are simulated to obtain the historical standard environmental characteristic change curve by machine simulation. , as the reference information of the standard curve; then obtain the real-time environmental characteristic change curve of the corresponding control signal parameters of the real-time environmental temperature data and real-time environmental humidity data of the current breeding area in real time , as the sample information of the real-time dynamic change curve; then, the curve and curve Derivation to obtain the curve and curve , realize the unified refinement of the two derivative curves, because the derivative curve can further reflect the changes caused by the influence of ambient temperature and humidity on the control signal parameters, and is more sensitive; through derivative processing, it can better reflect the rationality of the temperature range of the current control command signal. Finally, by comparing the curves and curve The size of > , determine that the control command signal parameter changes do not meet the current temperature requirements; if ≤ , it is judged that the change of the control command signal parameters meets the current temperature requirements, and a real-time temperature warning process for different breeding areas is realized.

[0035] As an embodiment of the present invention, please refer to Figure 3 As shown, the control command signal generates the control signal parameters in the following manner: Set the first control level parameters according to different types of breeding areas; Setting the second control level parameters according to the control instructions of different control stages in different types of breeding areas; Historical ambient temperature data and historical ambient humidity data are obtained as first data samples, and first control level parameters and second control level parameters are obtained as second data samples and input into a preset machine model for training to generate control signal parameters.

[0036] In the above technical scheme, the control instruction signal generation parameter method in this embodiment is obtained through machine model training, and the information is assigned and normalized to obtain the parameter information that best suits the current state. Specifically, first, the first control level parameter is set according to the different types of breeding areas to limit the upper level range of the importance of temperature control in the current breeding area; then, the second control level parameter is set according to the control instructions of different control stages in different types of breeding areas to limit the lower level range of the importance of the control stage of the control instructions in the current area; finally, the historical ambient temperature data and the historical ambient humidity data are obtained as the first data sample, and the first control level parameter and the second control level parameter are input as the second data sample into the preset machine model training to generate the control signal parameters, and the temperature control situation is judged by the output change of the control signal parameters, and the temperature warning is timely carried out to optimize the temperature control system.

[0037] As an embodiment of the present invention, the control state coefficient for: By formula Get the Control state coefficient of breeding area ; in, It is the period when the control command signal of the current breeding area is in the start signal state. This is the period when the control command signal of the current breeding area is in the stop signal state. is the first preset weight coefficient, is the second preset weight coefficient, and > >0.

[0038] In the above technical solution, the control state coefficient in this embodiment is It is through the formula Get the Control state coefficient of breeding area By collecting the time intervals of the start signal state and the stop signal state that can represent the control state, the state data is analyzed to determine the control state during the control process of the command signal in the current breeding area within the complete period of time.

[0039] And preset weight coefficient , They are all obtained after fitting based on empirical test data and will not be described in detail here.

[0040] As an embodiment of the present invention, it also includes, according to Control state coefficient of breeding area The resizing control level parameters: The first Control state coefficient of breeding area The threshold interval of the control state coefficient with the preset standard To compare: like < , if it is judged that the control state range of the current breeding area is low, the first control level parameter and the second control level parameter are increased; like ≥ , if it is judged that the control state range of the current breeding area is high, the first control level parameter and the second control level parameter are reduced; like < < , it is judged that the control status range of the current breeding area is normal.

[0041] In the above technical solution, in this embodiment, according to Control state coefficient of breeding area The size of the control level parameters is adjusted by comparing the control level parameters. Control state coefficient of breeding area The threshold interval of the control state coefficient with the preset standard Size, if Less than , it is considered that the control state range of the current breeding area is low, and it is necessary to increase the first control level parameter and the second control level parameter to expand the range of the current control state; if Greater than or equal to If the control state range of the current breeding area is considered to be high, the first control level parameter and the second control level parameter are reduced to reduce the range of the current control state.

[0042] The above-mentioned Control state coefficient of breeding area The way to adjust the control level parameters is to obtain them synchronously during the real-time matching analysis in the data processing module. Matching analysis can only be performed if the conditions are within the current range; otherwise, the registration parameters need to be adjusted to meet the needs of matching analysis.

[0043] Finally, the data display module is set to realize the visual display of target control instructions and control signal parameters; the data display module can be used to display the frequency and method of data updates, for example, it can be periodic updates or event-triggered updates, and then the data synchronization mechanism can be designed to ensure the data consistency between the front-end and back-end; in addition, the visualization processing can be set to help users with interface processing, to ensure that the control parameters can be changed and added at any time according to different varieties of silkworms and different breeding standards, and the size of the control signal parameters can be adjusted in time.

[0044] Each embodiment in this specification is described in a progressive manner, and the same or similar parts between the embodiments can be referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the device, equipment, and non-volatile computer storage medium embodiments, since they are basically similar to the method embodiments, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment.

[0045] The above specific embodiments of this specification are described. Other embodiments are within the scope of the attached documents. In some cases, the actions or steps recorded in this application can be performed in an order different from that in the embodiments and still achieve the desired results. In addition, the process depicted in the accompanying drawings does not necessarily require the specific order or continuous order shown to achieve the desired results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.

[0046] The above contents are merely examples and explanations of the concept of the present invention. Those skilled in the art may make various modifications or additions to the specific embodiments described or replace them in a similar manner. As long as they do not deviate from the concept of the invention or exceed the scope defined in this application, they shall all fall within the protection scope of the present invention.

Claims

1. An indoor silkworm breeding temperature control system, characterized in that: The system comprises: The data acquisition module is used to collect the ambient temperature data, ambient humidity data and control command signals of multiple temperature and humidity sensors in different breeding areas of the silkworm room; The control command signal includes: a start signal and a stop signal; the start signal includes a start adjustment signal and a start self-running signal; the stop signal includes an early warning signal and a timing signal; The control instruction signal is used to generate corresponding control instructions according to the historical environmental temperature data and historical environmental humidity data of different breeding areas, and generate control signal parameters according to the control instructions; A data processing module is used to perform standard matching analysis on ambient temperature data, ambient humidity data and control command signal parameters to obtain a temperature control strategy; The data analysis module is used to perform temperature warning analysis on the results generated by the temperature control strategy of the current breeding area and determine whether the dynamic changes of the control command signal parameters meet the requirements: If yes, the target control instructions and control signal parameters of the current breeding area are displayed; If not, a warning signal is generated; The data display module is used to visually display target control instructions and control signal parameters.

2. The indoor silkworm breeding temperature control system according to claim 1, characterized in that: The standard matching analysis process of the data processing module includes: By formula Get the Matching coefficient of breeding area ; Where N is the total number of adjustment control signals in the current breeding area, and ; For the The control command signal parameters of the k-th adjustment control signal of the breeding area; For the Standard control command signal parameters for breeding areas; For preset The control command signal parameter deviation value of the kth adjustment control signal of the breeding area; T is the ambient temperature, H is the ambient humidity; It is the environmental factor influence function of the control command signal; For the Control state coefficient of breeding area .

3. The indoor silkworm breeding temperature control system according to claim 2, characterized in that: The temperature control strategy is: The matching coefficient of the current breeding area Matching coefficient threshold interval with preset standard To compare: like , it is judged that the temperature control of the current breeding area meets the standard requirements; like , it is judged that the temperature control of the current breeding area does not meet the standard requirements and a temperature warning message is generated.

4. The indoor silkworm breeding temperature control system according to claim 1, characterized in that: The data analysis module includes: Simulate and obtain the historical standard environmental characteristic change curve S1 of the corresponding control signal parameters of the historical environmental temperature data and the historical environmental humidity data of the current breeding area; Real-time acquisition of the real-time environmental characteristic change curve S2 of the corresponding control signal parameters of the real-time environmental temperature data and the real-time environmental humidity data of the current breeding area; Derivatives of curve S1 and curve S2 are obtained to obtain curve S1' and curve S2' respectively; Compare the size of curve S1' with the curve: If S2' > S1', it is determined that the change in the control command signal parameter does not meet the current temperature requirement; If S2' ≤ S1', it is determined that the change in the control command signal parameter meets the current temperature requirement.

5. The indoor silkworm breeding temperature control system according to claim 1, characterized in that: The control instruction signal generates the control signal parameter in the following manner: Set the first control level parameters according to different types of breeding areas; Setting the second control level parameters according to the control instructions of different control stages in different types of breeding areas; Historical ambient temperature data and historical ambient humidity data are obtained as first data samples, and first control level parameters and second control level parameters are obtained as second data samples and input into a preset machine model for training to generate control signal parameters.

6. The indoor silkworm breeding temperature control system according to claim 2, characterized in that: The control state coefficient for: By formula Get the Control state coefficient of breeding area ; in, It is the period when the control command signal of the current breeding area is in the start signal state. This is the period when the control command signal of the current breeding area is in the stop signal state. is the first preset weight coefficient, is the second preset weight coefficient, and > >

0.

7. The indoor silkworm breeding temperature control system according to claim 6, characterized in that: Also included is, according to the Control state coefficient of breeding area The resizing control level parameters: The first Control state coefficient of breeding area The threshold interval of the control state coefficient with the preset standard To compare: like < , if it is judged that the control state range of the current breeding area is low, the first control level parameter and the second control level parameter are increased; like ≥ , if it is judged that the control state range of the current breeding area is high, the first control level parameter and the second control level parameter are reduced; like < < , it is judged that the control status range of the current breeding area is normal.

8. The temperature control system for indoor silkworm breeding according to claim 1, characterized in that: The breeding areas are arranged according to different growth stages of the silkworms in the silkworm room, and the types of the breeding areas include an egg-laying area, a growth area, a cocoon-making area, and a silk processing area.

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