Simulation and Optimization of Venturi Injector by Machine Learning Algorithms

Author:

Wang Haitao1,Wang Jiandong2,Yang Bin3,Mo Yan4,Zhang Yanqun5,Ma Xiaopeng6

Affiliation:

1. Graduate Student, Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, 12 South Zhongguancun Rd., Beijing 100081, China; College of Water Resources and Civil Engineering, China Agricultural Univ., 17 East Tsinghua Rd., Beijing 100038, China.

2. Research Professor, Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, 12 South Zhongguancun Rd., Beijing 100081, China (corresponding author).

3. Graduate Student, State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, 20 West Chegongzhuang Rd., Beijing 100048, China.

4. State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, 20 West Chegongzhuang Rd., Beijing 100048, China.

5. Associate Professor, State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, 20 West Chegongzhuang Rd., Beijing 100048, China.

6. Associate Professor, Institute of Soil Fertilizer and Agricultural Water Saving, Xinjiang Academy of Agricultural Sciences, 403 Nanchang Rd., Urumqi 830091, China.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Agricultural and Biological Sciences (miscellaneous),Water Science and Technology,Civil and Structural Engineering

Reference36 articles.

1. Using pattern recognition for estimating cultivar coefficients of a crop simulation model

2. Numerical modeling of Venturi flows for determining air injection rates using fluent V6.2;Baylar A.;Math. Comput. Appl.,2009

3. Single-phase ejector geometry optimisation by means of a multi-objective evolutionary algorithm and a surrogate CFD model

4. Using CERES-Wheat to simulate durum wheat production and phenology in Southern Sardinia, Italy

5. Relationship of energy conversion for Venturi injector;Fan X. K.;J. Drain. Irrig. Mach. Eng.,2013

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