Low-cost method of raising laying hens based on big data

Abstract

The invention discloses a method for raising laying hens at low cost based on big data, which includes: collecting the total daily egg production, daily drinking water, and daily food intake during the laying period with each chicken cage as a unit; controlling Temperature and humidity, record the volume of chicken cages, number of laying hens, and average age in days; count the total egg production and return rate after the end of the laying period; select empirical samples, and use cage volume, average age, number of laying hens, Temperature, humidity, egg production, and rate of return are the input layer, and the total daily water intake and daily food intake are used as the output layer to construct a neural network; select training samples to train the neural network to obtain a neural network model; calculate the ideal egg production and the ideal rate of return; for the next batch of laying hens, input the cage volume, ideal egg production, ideal rate of return, temperature, humidity, average age, and number of laying hens into the neural network model to obtain the total Drinking water and total daily food intake; feeding layer hens. The invention has the beneficial effect of reducing feeding amount and low-cost breeding.

Description

technical field [0001] The invention relates to the field of big data farming. More specifically, the present invention relates to a method for raising laying hens at low cost based on big data. Background technique [0002] In the process of raising laying hens, it generally takes 30-50 days for brooding, 120-140 days for breeding chickens, and the laying period is about 360 days a year, a total of about 500 days. Usually, in order to increase egg production and return rate, brooding And when raising chickens, make the laying hens vigorously fatten to provide nutrient reserves for later egg production, and limit the amount of feed fed during the laying period to increase the egg production rate, but the amount of feed limited during the laying period is usually based on each According to the experience of the farm personnel, feeding feed and water has a lot of human interference factors, and it is not accurate to each feeding day during the laying period. It is only to det...

AI Technical Summary

Problems solved by technology

[0002] In the process of raising laying hens, it generally takes 30-50 days for brooding, 120-140 days for breeding chickens, and the laying period is about 360 days a year, a total of about 500 days. Usually, in order to increase egg production and return rate, brooding And when raising chickens, make the laying hens vigorously fatten to provide nutrient reserves for later egg production, and limit the amount of feed fed during the laying period to increase the egg production rate, but the amount of feed limited during the laying period is usually based on each According to the experience of the farm personnel, feeding feed and water has a lot of human interference factors, and it is not accurate to each feeding day during the laying period. It is only to determine the feeding amount, egg production and return rate in which period of time. Unstable, even maintained at a low level all year round, therefore, how to feed laying hens during the laying period to increase egg production and return rate, and achieve low-cost farming is worth considering for those skilled in the art