Automatic environmental control method in chicken farm

Abstract

The present invention provides an automated environmental control method in a chicken farm, which relates to the field of automated environmental control, and includes: analyzing the environmental control requirements of the chicken farm to obtain the sensor distribution of each chicken house; obtaining the real-time sensor information of each chicken house to obtain the corresponding automatic control instructions; obtaining the control log of each chicken house after the automatic control instructions are implemented to obtain the corresponding control evaluation; if the control evaluation is qualified, the corresponding control log is stored in the control center; all control logs of the most recent monitoring cycle are obtained to obtain the corresponding production log, and the chicken farm is adjusted accordingly. The labor force of the chicken farm is saved, the health of the chickens in the chicken farm is guaranteed, and the production efficiency and economic benefits are improved.

Description

Technical Field

[0001] The invention relates to the field of automated environmental control, and in particular to an automated environmental control method in a chicken farm. Background Art

[0002] At present, with the development of science and technology, people's living and production methods have undergone tremendous changes. In order to save labor and improve production efficiency, the application of automated environmental control methods in chicken farms has been developed. Automated environmental control in chicken farms refers to the use of automation technology in modern poultry farming to monitor and adjust the environmental conditions in the chicken house to provide a suitable growth environment, ensure the health of the chickens in the chicken farm, and improve production efficiency and economic benefits.

[0003] Therefore, the present invention provides an automated environmental control method in a chicken farm. Summary of the invention

[0004] The present invention provides an automated environmental control method in a chicken farm, which is used for obtaining the sensor distribution of each chicken house by analyzing the environmental control requirements of the chicken farm; obtaining the real-time sensor information of each chicken house to obtain the corresponding automatic control instructions; obtaining the control log of each chicken house after the automatic control instructions are implemented to obtain the corresponding control evaluation; if the control evaluation is qualified, the corresponding control log is stored in a control center; all control logs of the most recent monitoring cycle are obtained to obtain the corresponding production log, and the chicken farm is adjusted accordingly, so as to save the labor of the chicken farm, ensure the health of the chickens in the chicken farm, and improve the production efficiency and economic benefits.

[0005] The present invention provides an automated environment control method in a chicken farm, comprising:

[0006] Step 1: Based on the environmental control requirements of the chicken farm, obtain the sensor distribution of each chicken house;

[0007] Step 2: Obtain real-time sensor information of each chicken house and obtain corresponding automatic control instructions;

[0008] Step 3: Obtain the control log of each chicken house after the automatic control instructions are implemented, and obtain the corresponding control evaluation;

[0009] Step 4: If the control evaluation is qualified, the corresponding control log is stored in the control center;

[0010] Step 5: Obtain all control logs of the most recent monitoring cycle, obtain the corresponding production logs, and make corresponding adjustments to the chicken farm.

[0011] Preferably, the present invention provides an automated environmental control method in a chicken farm, and based on the environmental control requirements of the chicken farm, the sensor distribution of each chicken house is obtained, including:

[0012] Based on the environmental control requirements of the chicken farm and the requirements-parameter comparison table, the corresponding environmental parameter types are obtained;

[0013] Based on each type of environmental parameter, the corresponding sensor range is obtained;

[0014] Based on the sensor range of each environmental parameter type and the chicken house area, the corresponding sensor distribution is obtained.

[0015] Preferably, the present invention provides an automated environmental control method in a chicken farm, which obtains real-time sensor information of each chicken house and obtains corresponding automatic control instructions, including:

[0016] Input all environmental parameter types corresponding to each chicken house into the environmental weight analysis model to obtain the reference weight corresponding to each environmental parameter type;

[0017] Constructing a first environment category set based on the types of environment parameters whose reference weights are greater than or equal to the preset reference weights;

[0018] Constructing a second environment category set based on the environment parameter categories whose reference weights are less than the preset reference weights;

[0019] Acquire real-time sensor information of each environmental parameter type from the current moment to the previous monitoring cycle, and construct a first data point graph in time sequence;

[0020] Calculate a first difference value of data corresponding to every two adjacent points in the first data point graph;

[0021] In the first data point graph, points with unreasonable data among two points corresponding to first differences greater than a preset reasonable difference are removed to obtain a second data point graph;

[0022] calculating a first standard deviation of the second data point graph;

[0023] Obtaining a first anomaly set based on a first standard deviation greater than a preset standard deviation in the first environment category set;

[0024] Based on the first standard deviation in the second environment category set that is greater than a preset standard deviation, a second anomaly set is obtained;

[0025] Based on the first standard deviation and parameter weight corresponding to each environmental parameter type in the first anomaly set, a corresponding first anomaly sequence is obtained;

[0026] Based on the first abnormal sequence and the abnormal cause database, matching the corresponding first abnormal cause;

[0027] Obtaining a first trend based on a second data point graph corresponding to each type of environmental parameter in the second anomaly set;

[0028] Based on the first abnormal cause and the type of environmental parameter corresponding to the second abnormal set, a corresponding second trend is obtained;

[0029] If the first trend and the second trend corresponding to the same type of environmental parameter in the second abnormality set are the same, then the corresponding automatic control instruction is obtained based on the corresponding first abnormality cause and the instruction database.

[0030] Preferably, the present invention provides an automated environmental control method in a chicken farm, which obtains the control log of each chicken house after the automatic control instruction is implemented, and obtains the corresponding control evaluation, including:

[0031] Acquire the first sensor information of each environmental parameter type of each chicken house in a monitoring cycle after the automatic instruction is implemented, and construct a control log;

[0032] The evaluation index is calculated based on all control logs of the chicken farm in the most recent monitoring period and the preset operating parameters corresponding to each type of environmental parameter;

[0033] Based on the evaluation index and the evaluation comparison table, a corresponding control evaluation is obtained.

[0034] Preferably, the present invention provides an automated environmental control method in a chicken farm, which calculates an evaluation index based on the control log and preset operating parameters corresponding to each type of environmental parameter, including:

[0035] ;in, Indicates the evaluation index of the automation control in the most recent monitoring cycle; Indicates the number of control logs in the most recent monitoring cycle; Indicates the number of the most recent monitoring cycle. The value of the first sensor information at the end time of the control log; Indicates the number of the most recent monitoring cycle. The value of the first sensor information at the start time of the control log; Indicates the number of the most recent monitoring cycle. Parameter weights corresponding to the types of environmental parameters that control the log; Indicates the number of the most recent monitoring cycle. The value of the sensor information of the preset operation parameter corresponding to each control log at the end time; Indicates the number of the most recent monitoring cycle. The value of the sensor information of the preset operation parameter corresponding to each control log at the start time; Indicates all control logs of the most recent monitoring cycle. The maximum value.

[0036] Preferably, the present invention provides an automated environmental control method in a chicken farm, and if the control evaluation is qualified, the corresponding control log is stored in a control center, including:

[0037] Obtain the production demand of each chicken house in the current monitoring cycle, and obtain the corresponding first production range that needs to be achieved per second;

[0038] Based on the control logs that are qualified in the control evaluation, the corresponding second production output per second is obtained;

[0039] If the second output is within the first output range, the corresponding control log is stored in the control center and the corresponding abnormal reason is marked.

[0040] Preferably, the present invention provides an automated environmental control method in a chicken farm, which obtains all control logs of the most recent monitoring cycle, obtains corresponding production logs, and makes corresponding adjustments to the chicken farm, including:

[0041] Obtain all control logs of the most recent monitoring cycle and obtain the third production per second before and after the corresponding control;

[0042] Based on the third output and the corresponding time, constructing an output line change graph;

[0043] Based on the output line change graph, the economic efficiency within the monitoring period is obtained.

[0044] Preferably, the present invention provides an automated environmental control method in a chicken farm, which obtains all control logs of the most recent monitoring cycle, obtains corresponding production logs, and makes corresponding adjustments to the chicken farm, and also includes:

[0045] If the economic benefit is less than the preset economic benefit, calculating a second difference of the third output corresponding to every two adjacent points;

[0046] Extract the control log corresponding to the second difference value greater than the preset production safety difference value, and obtain the corresponding second abnormal reason;

[0047] Calculate the occurrence probability of each abnormal cause among all second abnormal causes to obtain a first probability;

[0048] A third abnormal cause whose first probability is greater than a preset probability is extracted, and hardware corresponding to the third abnormal cause is adjusted.

[0049] Compared with the prior art, the beneficial effects of the present application are as follows: by analyzing the environmental control requirements of the chicken farm, the sensor distribution of each chicken house is obtained; the real-time sensor information of each chicken house is obtained to obtain the corresponding automatic control instructions; the control log of each chicken house after the implementation of the automatic control instructions is obtained to obtain the corresponding control evaluation; if the control evaluation is qualified, the corresponding control log is stored in the control center; all control logs of the most recent monitoring cycle are obtained to obtain the corresponding production log, and the chicken farm is adjusted accordingly, saving labor in the chicken farm, ensuring the health of the chickens in the chicken farm, and improving production efficiency and economic benefits.

[0050] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures particularly pointed out in the written description and the accompanying drawings.

[0051] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0052] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0053] Figure 1 It is a flow chart of an automated environmental control method in a chicken farm provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0054] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the drawings of the present invention. Obviously, the described embodiments are 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.

[0055] Embodiment 1:

[0056] An embodiment of the present invention provides a method, such as Figure 1 As shown, including:

[0057] Step 1: Based on the environmental control requirements of the chicken farm, obtain the sensor distribution of each chicken house;

[0058] Step 2: Obtain real-time sensor information of each chicken house and obtain corresponding automatic control instructions;

[0059] Step 3: Obtain the control log of each chicken house after the automatic control instructions are implemented, and obtain the corresponding control evaluation;

[0060] Step 4: If the control evaluation is qualified, the corresponding control log is stored in the control center;

[0061] Step 5: Obtain all control logs of the most recent monitoring cycle, obtain the corresponding production logs, and make corresponding adjustments to the chicken farm.

[0062] In this embodiment, the environmental control requirement refers to the requirement for environmental parameters of each chicken house in the chicken farm under normal operation, for example, the humidity required for the chicken house.

[0063] In this embodiment, the sensor distribution refers to the distribution of sensors that can completely cover the chicken houses in order to meet the environmental control requirements of each chicken house.

[0064] In this embodiment, the real-time sensor information refers to the information obtained by each sensor in each chicken house.

[0065] In this embodiment, the automatic control instruction refers to a control instruction obtained by analyzing the real-time sensor information of each chicken house to make the environment of the chicken house normal.

[0066] In this embodiment, the control log refers to the numerical changes of information acquired by all sensors in each chicken house after the automatic control instruction is implemented.

[0067] In this embodiment, the control evaluation refers to an evaluation report obtained by analyzing the control log of each chicken house and evaluating the implementation effect of all automatic control instructions of the chicken farm.

[0068] In this embodiment, the control center refers to the chicken farm management control center.

[0069] In this embodiment, the monitoring period refers to a preset monitoring period corresponding to the data volume with the highest data processing efficiency.

[0070] In this embodiment, the production log refers to a log constructed in chronological order from all control logs in a production cycle.

[0071] The working principle and beneficial effects of the above technical solution are: by analyzing the environmental control requirements of the chicken farm, the sensor distribution of each chicken house is obtained; the real-time sensor information of each chicken house is obtained to obtain the corresponding automatic control instructions; the control log of each chicken house after the implementation of the automatic control instructions is obtained to obtain the corresponding control evaluation; if the control evaluation is qualified, the corresponding control log is stored in the control center; all control logs of the most recent monitoring cycle are obtained to obtain the corresponding production log, and the chicken farm is adjusted accordingly to save labor in the chicken farm, ensure the health of the chickens in the chicken farm, and improve production efficiency and economic benefits.

[0072] Embodiment 2:

[0073] According to the method provided in Example 1 of the invention, based on the environmental control requirements of the chicken farm, the sensor distribution of each chicken house is obtained, including:

[0074] Based on the environmental control requirements of the chicken farm and the requirements-parameter comparison table, the corresponding environmental parameter types are obtained;

[0075] Based on each type of environmental parameter, the corresponding sensor range is obtained;

[0076] Based on the sensor range of each environmental parameter type and the chicken house area, the corresponding sensor distribution is obtained.

[0077] In this embodiment, the demand-parameter comparison table refers to a table that compares the environmental control demands with the corresponding environmental parameter types, wherein the environmental parameter types are, for example, humidity and temperature.

[0078] In this embodiment, the types of environmental parameters refer to the types of environmental parameters that need to be monitored for the normal operation of the chicken house, such as humidity and temperature.

[0079] In this embodiment, the sensor range refers to the sensing range of the sensor of each type of environmental parameter.

[0080] In this embodiment, the chicken house area refers to the area of ​​each chicken house in the chicken farm.

[0081] The working principle and beneficial effect of the above technical solution are: by analyzing the environmental control requirements of the chicken farm, the distribution of sensors in each chicken house is obtained, which is conducive to the comprehensive monitoring of the chicken farm.

[0082] Embodiment 3:

[0083] According to the method provided in Embodiment 2 of the invention, real-time sensor information of each chicken house is obtained to obtain corresponding automatic control instructions, including:

[0084] Input all environmental parameter types corresponding to each chicken house into the environmental weight analysis model to obtain the reference weight corresponding to each environmental parameter type;

[0085] Constructing a first environment category set based on the types of environment parameters whose reference weights are greater than or equal to the preset reference weights;

[0086] Constructing a second environment category set based on the environment parameter categories whose reference weights are less than the preset reference weights;

[0087] Acquire real-time sensor information of each environmental parameter type from the current moment to the previous monitoring cycle, and construct a first data point graph in time sequence;

[0088] Calculate a first difference value of data corresponding to every two adjacent points in the first data point graph;

[0089] In the first data point graph, points with unreasonable data among two points corresponding to first differences greater than a preset reasonable difference are removed to obtain a second data point graph;

[0090] calculating a first standard deviation of the second data point graph;

[0091] Obtain a first anomaly set based on a first standard deviation greater than a preset standard deviation in the first environment category set;

[0092] Based on the first standard deviation in the second environment category set that is greater than the preset standard deviation, a second anomaly set is obtained;

[0093] Based on the first standard deviation and parameter weight corresponding to each environmental parameter type in the first anomaly set, a corresponding first anomaly sequence is obtained;

[0094] Based on the first abnormal sequence and the abnormal cause database, matching the corresponding first abnormal cause;

[0095] Obtaining a first trend based on a second data point graph corresponding to each type of environmental parameter in the second anomaly set;

[0096] Based on the first abnormal cause and the type of environmental parameter corresponding to the second abnormal set, a corresponding second trend is obtained;

[0097] If the first trend and the second trend corresponding to the same type of environmental parameter in the second abnormality set are the same, then the corresponding automatic control instruction is obtained based on the corresponding first abnormality cause and the instruction database.

[0098] In this embodiment, the environmental weight analysis model refers to a model that is obtained by training each type of environmental parameter and the corresponding reference weight and is capable of analyzing the reference weight of each type of environmental parameter.

[0099] In this embodiment, the reference weight refers to a numerical value indicating the importance of each type of environmental parameter in meeting the environmental control requirement.

[0100] In this embodiment, the preset reference weight refers to a value of an important reference weight that is set in advance.

[0101] In this embodiment, the first environment category set refers to a set of reference weights that are greater than or equal to a preset reference weight.

[0102] In this embodiment, the second environment category set refers to a set of reference weights that are smaller than a preset reference weight.

[0103] In this embodiment, the first data point graph refers to the real-time sensor information of each environmental parameter type from the current moment to the previous monitoring cycle, and the point graph is constructed in time sequence.

[0104] In this embodiment, the first difference refers to the difference between data corresponding to every two adjacent points in the first data point graph.

[0105] In this embodiment, the preset reasonable difference refers to a preset reasonable first difference.

[0106] In this embodiment, the second data point diagram refers to a point diagram obtained by removing unreasonable points in the first data point diagram from two points corresponding to first differences greater than a preset reasonable difference.

[0107] In this embodiment, the preset standard deviation refers to a preset value of the standard deviation.

[0108] In this embodiment, the first abnormal set refers to a set constructed by corresponding environmental parameter types in the first environment type set whose first standard deviation is greater than a preset standard deviation.

[0109] In this embodiment, the second abnormal set refers to a set constructed by the corresponding environmental parameter types in the second environment type set that are greater than the first standard deviation of the preset standard deviation.

[0110] In this embodiment, the first abnormal sequence refers to the first standard deviation and parameter weight corresponding to each environmental parameter type in the first abnormal set, and the corresponding sequence is constructed.

[0111] In this embodiment, the abnormality cause database refers to a database containing a one-to-one match between the first abnormality sequence and the corresponding abnormality cause.

[0112] In this embodiment, the first trend refers to a trend corresponding to the second data point graph corresponding to each type of environmental parameter in the second anomaly set, for example, from high to low or from low to high.

[0113] In this embodiment, the second trend refers to the trend of the second data point graph corresponding to the same environmental parameter type as the environmental parameter type corresponding to the second abnormality set in the first abnormality cause.

[0114] In this embodiment, the instruction database refers to a database containing all automatic control instructions and corresponding abnormal reasons.

[0115] The working principle and beneficial effect of the above technical solution are: by analyzing the real-time sensor information of each chicken house, corresponding automatic control instructions are obtained to ensure the health of the chickens in the chicken farm and improve production efficiency and economic benefits.

[0116] Embodiment 4:

[0117] According to the method provided in Example 3 of the invention, the control log of each chicken house after the automatic control instruction is implemented is obtained to obtain the corresponding control evaluation, including:

[0118] Acquire the first sensor information of each environmental parameter type of each chicken house in a monitoring cycle after the automatic instruction is implemented, and construct a control log;

[0119] The evaluation index is calculated based on all control logs of the chicken farm in the most recent monitoring period and the preset operating parameters corresponding to each type of environmental parameter;

[0120] Based on the evaluation index and the evaluation comparison table, a corresponding control evaluation is obtained.

[0121] In this embodiment, the first sensor information refers to the average value of information values ​​acquired by all sensors of each environmental parameter type in each chicken house at each moment in a monitoring cycle after the automatic instruction is implemented.

[0122] In this embodiment, the preset operating parameter refers to the average value of the information values ​​obtained by all sensors at each moment for each type of environmental parameter under normal operation of each chicken house.

[0123] In this embodiment, the evaluation index refers to an index representing the automatic control capability obtained by analyzing and calculating all control logs of the chicken farm in the most recent monitoring period and the preset operation parameters corresponding to each type of environmental parameters.

[0124] In this embodiment, the evaluation comparison table refers to a comparison table of evaluation indexes and evaluation results.

[0125] The working principle and beneficial effect of the above technical solution are: by analyzing the control log of each chicken house after the implementation of the automatic control instructions, the corresponding control evaluation is obtained, which is conducive to optimizing the automatic control instructions.

[0126] Embodiment 5:

[0127] According to the method provided in Embodiment 4 of the invention, an evaluation index is calculated based on the control log and the preset operation parameters corresponding to each type of environmental parameter, including:

[0128] ;in, Indicates the evaluation index of the automation control in the most recent monitoring cycle; Indicates the number of control logs in the most recent monitoring cycle; Indicates the number of the most recent monitoring cycle. The value of the first sensor information at the end time of the control log; Indicates the number of the most recent monitoring cycle. The value of the first sensor information at the start time of the control log; Indicates the number of the most recent monitoring cycle. Parameter weights corresponding to the types of environmental parameters that control the log; Indicates the number of the most recent monitoring cycle. The value of the sensor information of the preset operation parameter corresponding to each control log at the end time; Indicates the number of the most recent monitoring cycle. The value of the sensor information of the preset operation parameter corresponding to each control log at the start time; Indicates all control logs of the most recent monitoring cycle. The maximum value.

[0129] The working principle and beneficial effect of the above technical solution are: by controlling the log and the preset operating parameters corresponding to each type of environmental parameters, an evaluation index is calculated to accurately evaluate the automatic control instructions, which is conducive to optimizing the automatic control instructions.

[0130] Embodiment 6:

[0131] According to the method provided in Embodiment 1 of the invention, if the control evaluation is qualified, the corresponding control log is stored in the control center, including:

[0132] Obtain the production demand of each chicken house in the current monitoring cycle, and obtain the corresponding first production range that needs to be achieved per second;

[0133] Based on the control logs that are qualified in the control evaluation, the corresponding second production output per second is obtained;

[0134] If the second output is within the first output range, the corresponding control log is stored in the control center and the corresponding abnormal reason is marked.

[0135] In this embodiment, the production demand refers to the production volume that needs to be achieved in each chicken house in the chicken farm.

[0136] In this embodiment, the first output range refers to the range of output required to meet production demand.

[0137] In this embodiment, the second output refers to the control log that passes the control evaluation, and the corresponding production volume per second is obtained.

[0138] The working principle and beneficial effects of the above technical solution are: by analyzing the production needs of the chicken house and storing the control logs that pass the control evaluation, it is beneficial to optimize the automatic control instructions.

[0139] Embodiment 7:

[0140] According to the method provided in Example 1 of the invention, all control logs of the most recent monitoring cycle are obtained, corresponding production logs are obtained, and corresponding adjustments are made to the chicken farm, including:

[0141] Obtain all control logs of the most recent monitoring cycle and obtain the third production per second before and after the corresponding control;

[0142] Based on the third output and the corresponding time, constructing an output line change graph;

[0143] Based on the output line change graph, the economic efficiency within the monitoring period is obtained.

[0144] In this embodiment, the third output refers to all control logs of the most recent monitoring cycle, and the corresponding output per second before and after the control is obtained.

[0145] In this embodiment, the output line change graph refers to a line change graph constructed according to the third output and the corresponding time.

[0146] In this embodiment, the economic efficiency refers to the economic efficiency of the most recent monitoring period obtained by analyzing the output line change graph.

[0147] The working principle and beneficial effect of the above technical solution are: by analyzing all control logs of the most recent monitoring cycle, the corresponding economic efficiency is obtained, which is conducive to improving the economic efficiency of the chicken farm.

[0148] Embodiment 8:

[0149] According to the method provided in Embodiment 7 of the invention, all control logs of the most recent monitoring cycle are obtained to obtain corresponding production logs, and corresponding adjustments are made to the chicken farm, which also includes:

[0150] If the economic benefit is less than the preset economic benefit, calculating a second difference of the third output corresponding to every two adjacent points;

[0151] Extract the control log corresponding to the second difference value greater than the preset production safety difference value, and obtain the corresponding second abnormal reason;

[0152] Calculate the occurrence probability of each abnormal cause among all second abnormal causes to obtain a first probability;

[0153] A third abnormal cause whose first probability is greater than a preset probability is extracted, and hardware corresponding to the third abnormal cause is adjusted.

[0154] In this embodiment, the preset economic efficiency refers to the preset economic efficiency that the chicken farm needs to achieve.

[0155] In this embodiment, the second difference refers to the difference in the third output corresponding to every two adjacent points of the output line graph corresponding to the economic efficiency that is less than the preset economic efficiency.

[0156] In this embodiment, the preset production safety difference refers to a preset production safety difference.

[0157] In this embodiment, the second abnormal reason refers to the abnormal reason of the control log corresponding to the second difference value that is greater than the preset production safety difference value.

[0158] In this embodiment, the first probability refers to the occurrence probability of each abnormal cause among all the second abnormal causes.

[0159] In this embodiment, the preset probability refers to the pre-set probability of occurrence of an abnormal reason requiring hardware adjustment.

[0160] In this embodiment, the third abnormal cause refers to an abnormal cause whose first probability is greater than a preset probability.

[0161] The working principle and beneficial effect of the above technical solution are: through all the control logs of the most recent monitoring cycle, the corresponding production logs are obtained, and the chicken farm is adjusted accordingly, which is beneficial to the hardware upgrade of the chicken farm and ensures the economic benefits of the chicken farm.

[0162] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A method for automatic environmental control in a chicken farm, characterized in that: include: Step 1: Based on the environmental control requirements of the chicken farm, obtain the sensor distribution of each chicken house; Step 2: Obtain real-time sensor information of each chicken house and obtain corresponding automatic control instructions; Step 3: Obtain the control log of each chicken house after the automatic control instructions are implemented, and obtain the corresponding control evaluation; Step 4: If the control evaluation is qualified, the corresponding control log is stored in the control center; Step 5: Obtain all control logs of the most recent monitoring cycle, obtain the corresponding production logs, and make corresponding adjustments to the chicken farm; Get the sensor distribution for each house, including: Based on the environmental control requirements of the chicken farm and the requirements-parameter comparison table, the corresponding environmental parameter types are obtained; Based on each type of environmental parameter, the corresponding sensor range is obtained; Based on the sensor range of each environmental parameter type and the chicken house area, the corresponding sensor distribution is obtained; Get the corresponding automatic control instructions, including: Input all environmental parameter types corresponding to each chicken house into the environmental weight analysis model to obtain the reference weight corresponding to each environmental parameter type; Constructing a first environment category set based on the types of environment parameters whose reference weights are greater than or equal to the preset reference weights; Constructing a second environment category set based on the environment parameter categories whose reference weights are less than the preset reference weights; Acquire real-time sensor information of each environmental parameter type from the current moment to the previous monitoring cycle, and construct a first data point graph in time sequence; Calculate a first difference value of data corresponding to every two adjacent points in the first data point graph; In the first data point graph, points with unreasonable data among two points corresponding to first differences greater than a preset reasonable difference are removed to obtain a second data point graph; calculating a first standard deviation of the second data point graph; Obtaining a first anomaly set based on a first standard deviation greater than a preset standard deviation in the first environment category set; Based on the first standard deviation in the second environment category set that is greater than the preset standard deviation, a second anomaly set is obtained; Based on the first standard deviation and parameter weight corresponding to each environmental parameter type in the first anomaly set, a corresponding first anomaly sequence is obtained; Based on the first abnormal sequence and the abnormal cause database, matching the corresponding first abnormal cause; Obtaining a first trend based on a second data point graph corresponding to each type of environmental parameter in the second anomaly set; Based on the first abnormal cause and the type of environmental parameter corresponding to the second abnormal set, a corresponding second trend is obtained; If the first trend and the second trend corresponding to the same type of environmental parameter in the second abnormality set are the same, then based on the corresponding first abnormality cause and the instruction database, a corresponding automatic control instruction is obtained; Obtain the control log of each chicken house after the automatic control instructions are implemented, and obtain the corresponding control evaluation, including: Acquire the first sensor information of each environmental parameter type of each chicken house in a monitoring cycle after the automatic instruction is implemented, and construct a control log; The evaluation index is calculated based on all control logs of the chicken farm in the most recent monitoring period and the preset operating parameters corresponding to each type of environmental parameter; Based on the evaluation index and the evaluation comparison table, a corresponding control evaluation is obtained; Based on the control log and the preset operating parameters corresponding to each type of environmental parameter, an evaluation index is calculated, including: ;in, Indicates the evaluation index of the automation control in the most recent monitoring cycle; Indicates the number of control logs in the most recent monitoring cycle; Indicates the number of the most recent monitoring cycle. The value of the first sensor information at the end time of the control log; Indicates the number of the most recent monitoring cycle. The value of the first sensor information at the start time of the control log; Indicates the number of the most recent monitoring cycle. Parameter weights corresponding to the types of environmental parameters that control the log; Indicates the number of the most recent monitoring cycle. The value of the sensor information of the preset operation parameter corresponding to each control log at the end time; Indicates the number of the most recent monitoring cycle. The value of the sensor information of the preset operation parameter corresponding to each control log at the start time; Indicates all control logs of the most recent monitoring cycle. The maximum value.

2. The method according to claim 1, characterized in that If the control assessment is qualified, the corresponding control log will be stored in the control center, including: Obtain the production demand of each chicken house in the current monitoring cycle, and obtain the corresponding first production range that needs to be achieved per second; Based on the control logs that are qualified in the control evaluation, the corresponding second production output per second is obtained; If the second output is within the first output range, the corresponding control log is stored in the control center and the corresponding abnormal reason is marked.

3. The method according to claim 1, characterized in that Obtain all control logs of the most recent monitoring cycle, obtain the corresponding production logs, and make corresponding adjustments to the chicken farm, including: Obtain all control logs of the most recent monitoring cycle and obtain the third production per second before and after the corresponding control; Based on the third output and the corresponding time, constructing an output line change graph; Based on the output line change graph, the economic benefits within the monitoring period are obtained.

4. The method according to claim 3, characterized in that: Obtain all control logs of the most recent monitoring cycle, obtain the corresponding production logs, and make corresponding adjustments to the chicken farm, including: If the economic benefit is less than the preset economic benefit, calculating a second difference of the third output corresponding to every two adjacent points; Extract the control log corresponding to the second difference value greater than the preset production safety difference value, and obtain the corresponding second abnormal reason; Calculate the occurrence probability of each abnormal cause among all second abnormal causes to obtain a first probability; A third abnormal cause whose first probability is greater than a preset probability is extracted, and hardware corresponding to the third abnormal cause is adjusted.

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