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Journal of Chinese Agricultural Mechanization

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Comparison and optimization of feeding scheme for pig intelligent porridge feeders
Guo Jiaming, Liu Bin, Xia Jingjing, , Li Ziwei, , Lü Enli, Zeng Zhixiong
Abstract66)      PDF (5575KB)(111)      
In order to address the problem of lack of research on feeding scheme in the development of intelligent porridge feeding feeder for pigs, a comparative feeding trial was conducted by using intelligent porridge feed and traditional 24 h dry feed on nursery and fattening pigs. In the feeding trial during the nursery period, from 21 to 55 days of age, it was observed that pigs fed with the intelligent porridge feed exhibited competitive feeding behavior. In order to solve this issue, from 56 to 70 days of age, the intelligent porridge feed was divided into three different feeding schemes  such as a 16‑hour porridge feed group, a dry feed supplementation group, and a 23 h porridge feed group. The results showed that the total competitive feeding duration in the dry feed supplementation group was reduced by 25.0% compared to the 16 h porridge feed group, but the proportion of competitive feeding time within individual feeding sessions still exceeded 40% of the total feeding time. In the 23 h porridge feed group, the total competitive feeding duration was reduced by 67.4% compared to the 16 h porridge feed group, with competitive feeding time accounting for less than or equal to 30% of the total feeding time, making the 23 h porridge feed group the optimal choice. Compared with the same batch of pigs fed traditional 24 h dry feed, the 16 h porridge feed group showed a 6.81% increase in daily feed intake, a 2.63% decrease in daily weight gain, a 10.13% increase in the feed‑to‑meat ratio, and, due to competitive feeding behavior, an increase of 4.4 percentage points in the coefficient of variation of final body weight, along with a 1.33 percentage point increase in mortality rate. In the comparative feeding trial during the fattening period, the 23 h porridge feed was used for the intelligent porridge feed, and it was observed that as the temperature rose, the pigs' feeding behavior shifted from 11:00—15:00 to 4:00—9:00. The 23 h porridge feeding scheme  resulted in a 7.38% increase in daily feed intake, a 10.40% increase in daily weight gain, a 2.60% decrease in the feed‑to‑meat ratio, a 1.8 percentage point reduction in the coefficient of variation of final body weight, and a 1.71 percentage point decrease in mortality rate compared to the same batch of pigs fed traditional 24 h dry feed. In conclusion, it is recommended to adopt the 23 h porridge feeding scheme  per intelligent porridge feeding feeder that feeds 40 pigs, with adjustments made based on the pigs' feeding behavior.
2025, 46 (4): 146-152.    doi: 10.13733/j.jcam.issn.2095-5553.2025.04.022
Prediction of the operation level of agricultural mechanization based on wavelet analysis and BP neural network
Xia Jingjing, , Lü Enli, , Wu Xiquan, Chen Minglin,
Abstract95)      PDF (1323KB)(162)      
To increase the accuracy of predicting the operation level of agricultural mechanization in China, this study establishes a wavelet-BP neural network prediction model by targeting the nonlinearity and non-stationary features of the data under the fundamental principle of wavelet analysis and BP neural network. First, the major factors that influence the operation level of agricultural mechanization are determined and analyzed, and dimensionality is reduced through a principal component analysis. Second, the time series of the operation level of agricultural mechanization and the principal component series of the influencing factors are decomposed to obtain low-frequency and high-frequency components. A BP neural network prediction model is built for the low- and high-frequency components. Lastly, the obtained low-frequency and high-frequency components are examined through linear superposition, and the final prediction results are obtained. The proposed method is verified by predicting the operation level of agricultural mechanization in China. Results show that the wavelet-BP neural network prediction model can perform accurate prediction. The model evaluation indices, namely, average relative error, root-mean-square error, Theil IC, consistency indicator, effective coefficient, and excellence rate, are 0.44%, 0.293, 0.002 4, 0.90, 0.972 7, and 100%, respectively; these indices are superior to those of conventional and other models. The research findings can serve as a theoretical basis for the formulation of relevant agricultural mechanization policies and laws in China.
2024, 45 (12): 312-318.    doi: 10.13733/j.jcam.issn.20955553.2024.12.045
Design and test of intelligent feeding system for lactating sows
Lü Enli, Chen Gaofeng, , Xia Jingjing, , Wang Feiren, Wu Fan, , Zeng Zhixiong,
Abstract268)      PDF (2970KB)(382)      
 To achieve intelligent feeding, userfriendly humancomputer interaction, and easy maintenance for lactating sows, a set of intelligent and precise feeding systems for lactating sows was designed. This system includes an intelligent feeder, a handheld personal digital assistant terminal, a central controller, and a CANBus bus. It enables convenient onsite management of pig entry and exit management, dynamic monitoring of pig status, and realtime alarm functions for abnormal conditions. In a largescale sow farm in Yunnan Province, 280 intelligent feeders for lactating sows were installed, and a production performance comparison test was carried out with the production line equipped with traditional feeding. The test results showed that intelligent feeding facilitates realized userfriendly humancomputer interaction, touchsensitive feeding, intelligent wet mixing, noncontact operation, and easy maintenance. Compared with traditional feeding, intelligent feeding increased the average daily feed intake of sows by 0.673kg and reduced the daily feed waste by 0.345kg, indicating significant differences (P<0.01) in the average daily feed intake and daily feed waste at different ages between intelligent feeding and traditional feeding. The number of healthy piglets per month increased by 10.44%, the number of healthy piglets per litter increased by 0.69, and the average weight of weaned piglets at 21 days increased by 0.370kg. The backfat loss of lactating sows decreased by 34.43%, and the 7-day weaning estrus rate increased by 4%. The return on investment analysis of the system demonstrated that intelligent feeding effectively reduces feed waste, improves production performance, and has a high return on investment, which can effectively help largescale pig farms reduce costs. This study provides a reference for the development and application of intelligent feeding systems for sows.
2023, 44 (7): 154-162.    doi: 10.13733/j.jcam.issn.2095-5553.2023.07.021
Design and experiment of air purification platform for livestock and poultry breeding
Wang Feiren, Xia Jingjing, Yan Bin, , Dong Bing, Lu Shunduo, Lü Enli
Abstract217)      PDF (1560KB)(369)      
In order to solve the problem of environmental pollution caused by the end of intensive farming unorganized air emissions, combined with the principles of pickling and washing spray method, a PLC-based compound air purification platform for livestock and poultry breeding was designed. The platform can view data information and set control parameters through humancomputer interaction interface, automatically complete pickling, washing, waste discharge, adding acid and other work; Ultrasonic atomization dilution of ammonia solution was used to simulate ammonia emissions from livestock and poultry breeding. The distribution of gas concentration in the chamber of the test platform was analyzed with the aid of intelligent environmental monitoring instrument, and the influence of different pH values and organic acids on ammonia purification efficiency was explored. The test results showed that the pH value of the pickling solution had a significant effect on the purification efficiency, the lower the pH value of the solution and the higher the purification efficiency, but when the pH was less than 1.9, the effect was not significant, the purification efficiency was basically constant at about 90%. The average purification efficiency of concentrated sulfuric acid solution (8944%) > the average purification efficiency of acetic acid solution (82.03%) > the average purification efficiency of oxalic acid solution (8104%) > the average purification efficiency of citric acid solution (79.17%) > the average purification efficiency of lactic acid solution (78.73%) > the average purification efficiency of pure water solution (4396%). And with the purification reaction, the pH of concentrated sulfuric acid, oxalic acid and citric acid were more stable, while the pH of acetic acid and lactic acid changed more.

2023, 44 (6): 62-67.    doi: 10.13733/j.jcam.issn.2095-5553.2023.06.009
Research on flow field optimization of cold storage plate periphery based on PIV visualization
Xia Jingjing, Lin Shitao, Wang Feiren, Wang Guanghai, Huang Yuanguang, Guo Jiaming.
Abstract235)      PDF (2736KB)(524)      
Cold storage energy release is affected by the air flow around it. In this study, an experimental platform based on Particle Image Velocimetry was developed to investigate the influence of factors such as air flow rate, windward surface shape, and placement spacing on the flow field of cold storage plate periphery. Consequently, the air velocity inhomogeneity in outer surface and the gap of cold storage plate increased with the increase in inlet air flow rate. In the test of single cold storage plate, the windward surface shape affected the air velocity of surface of cold storage plate, and the greater the inlet air flow, the more significant the effect. The cold storage plate with rectangular windward plane achieved optimal convection effect under air flow rate Q0 and 3Q0, and the cold storage plate with circular windward plane under air flow rate 5Q0. In the test of double cold storage plate, the average air velocity of the gap rose first and then decreased with increase in inlet air flow, and rose with increase in the placement spacing. The best combination of parameters were obtained when the optimal convection effect was double cold storage plate with circular windward plane, air flow rate was 3Q0 and placement spacing was 4 cm, which achieved average air velocity of surface of 1.82 m/s. The results will provide a reference for optimization of release efficiency of cold storage energy.
2022, 43 (5): 127-133.    doi: 10.13733/j.jcam.issn.20955553.2022.05.019
Experimental study and optimization on cold introduction characteristics of liquid nitrogen injection cold storage distribution box
Xia Jingjing, Wang Guanghai, Wang Feiren, Lin Shitao, Ren Junjie, Guo Jiaming.
Abstract208)      PDF (1180KB)(293)      
The liquid nitrogen filling method has the advantages of high efficiency and low cost, and the liquid nitrogen temperature is low, which can charge and cool the tuna cold storage distribution box. In order to understand the influence of the different cold source introduction parameters on the cold storage characteristics of the tuna cold storage distribution box, a test platform for the tuna cold storage distribution box was set up to study the effects of factors such as liquid nitrogen quality, heat transfer area and cold plate loading on the cold storage characteristics of the cold storage distribution box using quadratic orthogonal rotation combination design. The test results showed that the liquid nitrogen quality, heat transfer area and cold plate loading had significant effects on the cold storage characteristics of the cold storage distribution box. The cooling rate of the air in the box increased with the increase of liquid nitrogen quality and heat transfer area of the cold storage plate, but the cold plate loading had little effect on the cooling rate. With the parameters of 14 kg liquid nitrogen quality and 0.12 m2 heat transfer area, a better cooling rate could be achieved. The cold storage efficiency of the cold storage plate in the box increased with the increase of heat transfer area and cold plate loading and decreased with the increase of liquid nitrogen quality. With the parameters of 6 kg liquid nitrogen quality, 0.12 m2 heat transfer area and 70% cold plate loading, a better cold storage efficiency could be achieved. The research results will provide a reference for the optimization of the cold source introduction of the cold storage distribution box.
2022, 43 (10): 92-98.    doi: 10.13733/j.jcam.issn.2095-5553.2022.10.014
Experiment and analysis on the change law of environmental control factors in summer in reserve pigsty
Huang Zhitao, Cao Yongfeng, Xia Jingjing, Wu Fan, Zeng Zhixiong, Lü Enli
Abstract291)      PDF (2699KB)(565)      
In order to understand the change rule of the influencing factors of the environmental regulation of the reserve sow houses in summer, the temperature, relative humidity and ammonia in the reserve sow house were tested by changing the number of fans, fan combination, and wet curtain. The results showed that the more fans were turned on, the greater the range of temperature decrease (the maximum range was 2.66 ℃) and the greater the range of relative humidity increase (the maximum range was 9.76%), the more uniform the distribution of temperature and humidity in the ventilation direction in the reserve sow house. The maximum cooling range was 4.27 ℃, and the maximum increase of relative humidity was 24.17%. When the left and right fans were turned on, the distribution of temperature and humidity in the shed was more uniform than that of the left or right middle fans. The average THI index in the reserve female sheds was 79.5, with a decrease rate of 3.86%, which could effectively alleviate the heat stress of pigs. The uneven coefficient of temperature field and relative humidity field in the reserve piggery were 0.42 and 0.5, respectively, indicating that the distribution of temperature and humidity in the reserve piggery was relatively uniform.
2021, 42 (11): 50-57.    doi: 10.13733/j.jcam.issn.20955553.2021.11.09