Publications

Publications and Patents

39 entries, organized by category and year.

All Journal Articles Conference Papers Book Chapters Chinese Papers Invention Patents
2024
  • Easy Planting with Distributed Cellular Plant Factory
    Jing Hua, Xiujuan Wang, Haoyu Wang, Xingyuan Dai, Weikang Zhao and Mengzhen Kang*
    2024 Australian & New Zealand Control Conference (ANZCC), Gold Coast, Australia, 2024, pp. 207-210.
    Conference Papers
  • Modeling Plant Responses to Water Supply Based on Functional-Structural Plant Model 'GreenLab'
    Xiujuan Wang, Fangle Chang, Mengzhen Kang*, et al.
    Chinese Automation Congress (CAC2024), Nov 1-3, 2024, Qingdao, China.
    Conference Papers
  • Multi-Agent Reinforcement Learning for Crop Planning Model with Interactive Multi-Stakeholder
    Mengmeng Zhang, Haoyu Wang, Xiujuan Wang, Jing Hua, Mengzhen Kang*
    Chinese Automaton Congrass (CAC2024), Nov 1-3, 2024, Qingdao, China.
    Conference Papers
  • Virtual Plant Based Training: Exploring Innovative Educational Mode for Agriculture
    Haoyu Wang, Xiujuan Wang, Jing Hua, Zhanxun Wang, Zede Shao, Mengzhen Kang*
    2024 DTPI, Wuhan, China.
    Conference Papers
  • Plant Digital Twins Based on Model Phenotyping and Functional-Structural Plant Modeling
    Zhiqing Liu, Xiujuan Wang, Jing Hua, Haoyu Wang, Qiuin Huo, Mengzhen Kang*
    2024 DTPI, Wuhan, China.
    Conference Papers
  • Design and Implementation of a Simulation Platform for Closed Systems
    Jing Hua, Haoyu Wang, Xiujuan Wang and Mengzhen Kang*
    2024 China Automation Congress (CAC), Qingdao, China, 2024, pp. 4779-4783, doi: 10.1109/CAC63892.2024.10865268.
  • Utilizing ESP Mesh Ad-hoc Networking for Home-Based Planting Facility
    Puyi Guo, Jing Hua, Mengzhen Kang* and L. Chen
    2024 China Automation Congress (CAC), Qingdao, China, 2024, pp. 4868-4873, doi: 10.1109/CAC63892.2024.10864869.
2022
  • Learning Greenhouse Climate Control Policy from Monitored Data
    Xiaoxuan Zhao, Haoyu Wang, Xiujuan Wang, Udom Lewlomphaisarl, Dong Li, Jing Hua, Mengzhen Kang
    2022 China Automation Congress (CAC), Xiamen, China, 2022, pp. 6731-6736, doi: 10.1109/CAC57257.2022.10055372.
  • Optimal control of plant growth in a plant factory using a plant model
    Xiujuan Wang, Mengzhen Kang*, Udom Lewlomphaisarl, Jing Hua, Haoyu Wang
    2022 Australian & New Zealand Control Conference (ANZCC), Gold Coast, Australia, 2022, pp. 166-170, doi: 10.1109/ANZCC56036.2022.9966978.
2020
  • Semi-autonomous greenhouse environment control by combining expert knowledge and machine learning
    Mengzhen Kang, Yuchen Weng, Haitong Pang, Liangde Li, Xing-Rong Fan, Jing Hua, Fangle Chang, Xiujuan Wang*, Longhua Ma*
    China Automation Congress (CAC2020), Shanghai, China, Nov. 6-11, 2020.
    Conference Papers EI
  • Greenhouse Environment Control based on Computational Experiments
    Yuchen Weng, Xiujuan Wang, Jing Hua, Haoyu Wang, and Mengzhen Kang
    Proceedings of 3rd International Conference on Big Data and Artificial Intelligence (BADI2020). Association for Computing Machinery, New York, NY, USA, 238–245.
    Conference Papers EI
2018
  • Blockchain Based Provenance for Agricultural Products: A Distributed Platform with Duplicated and Shared Bookkeeping
    Jing Hua, Xiujuan Wang, Mengzhen Kang*, Haoyu Wang, Fei-Yue Wang
    2018 IEEE Intelligent Vehicles Symposium (IV), Changshu, Suzhou, China, June 26-30, 2018. Pages: 97 - 101.
    Conference Papers EI
2017
  • Prediction of crop phenology—A component of parallel agriculture management
    Jing Hua, Xiujuan Wang, Haoyu Wang, Xing-Rong Fan, Mengzhen Kang
    2017 Chinese Automation Congress (CAC), Jinan, China, 2017, pp. 7704-7708, doi: 10.1109/CAC.2017.8244172.
    Conference Papers DOI: 10.1109/CAC.2017.8244172
  • Optimization of light intensity in a controlled ecological life support system based on a knowledge- and data-driven modeling approach
    Xing-Rong Fan, Xiujuan Wang, Jing Hua, Haoyu Wang, Mengzhen Kang
    2017 Chinese Automation Congress (CAC), Jinan, China, 2017, pp. 7693-7698, doi: 10.1109/CAC.2017.8244170.
    Conference Papers DOI: 10.1109/CAC.2017.8244170
2013
  • Simulating tree plasticity with a functional-structural plant model: being realistic in behavior
    Haoyu Wang, Jing Hua, Mengzhen Kang, Xiujuan Wang, Philippe de Reffye, Bao-Gang Hu
    The Fifth International Conference on Advances in System Simulation (SIMUL 2013).
    Conference Papers
  • Modeling plant plasticity from a biophysical model: Biomechanics
    Haoyu Wang, Mengzhen Kang, Jing Hua, Xiujuan Wang
    12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry (VRCAI) 2013.
    Conference Papers
2012
  • Simulating Plant Plasticity under Light Environment: a Source-Sink Approach
    Haoyu Wang, Mengzhen Kang, Jing Hua
    IEEE the Fourth International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications. 31 Oct.-04 Nov., 2012. Shanghai, China. 431-438.
    Conference Papers
  • Fitting a Functional Structural Plant Model based on Global Sensitivity Analysis
    Yubin Lin, Mengzhen Kang, Jing Hua
    2012 IEEE International Conference in Automation Sciences and Engineering (CASE), Seoul, Korea, Auguest 20-24, 2012.
    Conference Papers
2011
  • Functional Tree Models Reacting to the Environment
    Jing Hua, Mengzhen Kang
    ACM Siggraph 2011.
    Conference Papers
  • Management of Crop Pruning Assisted by Computational Experiment
    Jing Hua, Mengzhen Kang
    2011 International Conference on Agricultural and Biosystem Engineering (ICABE2011). HongKong, 306-308.
    Conference Papers
  • An Interactive Plant Pruning System Based on GreenLab Model: Implementation and Case Study
    Jing Hua, Mengzhen Kang, Philippe de Reffye
    2011 IEEE International Conference on Computer Science and Automation Engineering (CSAE 2011). 10-12 June, ShangHai, BeiJing. 185-188.
    Conference Papers
2010
  • QingYuan—a GreenLab based plant simulator and solver
    Mengzhen Kang, Jing Hua, BaoGang Hu, Philippe de Reffye
    6th International workshop on Functioanl-Structural Plant Models (FSPM 10), Poster presentation. Sept. 12-17, 2010. University of California, Davis, USA.
    Conference Papers
2009
  • Modelling growth of inflorescence
    Mengzhen Kang, Philippe de Reffye, Ep Heuvelink
    In: PMA09 (The Third International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications). Beijing, China. Nov. 09-13, 2009. 303-310.
    Conference Papers
  • GreenScilab-Crop, an open source software for plant simulation and parameter estimation
    Mengzhen Kang, Xianwen Wang, Rui Qi, Philippe de Reffye
    In: OSSC09 (2009 International Workshop on Open-source Software for Scientific Computation). Guiyang, China, Sept 18-20 2009.
    Conference Papers
  • Preliminary Functional-Structural Modeling on Poplar (Salicaceae)
    Dongxiang Liu, Mengzhen Kang, Véronique Letort, Meijun Xing, Gang Yang, Xinyuan Huang, Weiqun Cao
    2009 Third International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications, Beijing, China, 2009, pp. 49-52, doi: 10.1109/PMA.2009.47.
    Conference Papers DOI: 10.1109/PMA.2009.47
  • Comparison between empirical or functional sinks of organs - Application on Tomato plant
    Baogui Zhang, Mengzhen Kang, V´eronique Letort, Xiujuan Wang, Philippe de Reffye
    In: PMA09 (The Third International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications). Beijing, China, Nov. 09-13, 2009. 191-197
    Conference Papers
  • GPU Accelerated Plant Growth Modeling and Visualization In: PMA09 (The Third International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications)
    Xing Zhao, Jingjing Hu, Mengzhen Kang
    Beijing, China, Nov. 09-13, 2009. 441-444.
    Conference Papers
  • Calibration of topological development in the procedure of parametric identification: application to the stochastic GreenLab model for Pinus Sylvestris var
    Feng Wang, Mengzhen Kang, Hui Han, Qi Lu, Veronique Letort, Yan Guo, Philippe de Refffe, Baoguo Li
    Mongolica. In: PMA09 (The Third International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications). Beijing, China, Nov. 09-13, 2009. 26-33.
    Conference Papers
  • Link between tomato flower abortion and trophic competition – a modeling approach In: PMA09 (The Third International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications)
    LiLi Yang, Mengzhen KANG, Gaetan Louran, Philippe de Reffye, YiNing Wang, QiaoXue Dong
    Beijing, China, Nov. 09-13, 2009. 198-205.
    Conference Papers
2008
  • A Functional-Structural Plant Model--Theory and Applications in Agronomy
    MengZhen Kang, Paul-Henry Cournède, Amélie Mathieu, Véronique Letort, Rui QI, ZhiGang Zhan
    Proceedings of International Symposium on Crop Modeling and Decision Support (ISCMDS 2008), pp148-160. April 19-22, 2008 Nanjing, China.
    Conference Papers
2006
  • Plant Distribution from the Greenlab Stochastic Organogenesis Model
    Mengzhen Kang, Paul-Henry Cournède, J. P. Quadrat, Philippe de Reffye
    In: PMA06 (The Second International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications). November 13-17, 2006, BeiJing, China. T. Fourcaud, X.P. Zhang (editors) IEEE Computer Society, Los Alamitos, California. 34-39.
    Conference Papers
  • GreenScilab--a toolbox simulating virtual plants in the Scilab environment
    Mengzhen Kang, Rui Qi, Philippe de Reffye, Bao-Gang Hu
    In: 8th Middle Easter Simulation Multiconference (MESM06). Alexandria, Egypt, August 28-30, 2006. pp 174-178.
    Conference Papers
  • A Mathematical Approach Estimating Source and Sink Functioning of Competing Organs
    Mengzhen Kang, Philippe de Reffye
    Proceedings of the Frontis Workshop on Functional-structural Plant Modelling in Crop Production, Wageningen University and Research Centre, Mar 2006, Wageningen/Netherlands, Netherlands. pp.65-75. ⟨inria-00121569⟩
    Conference Papers
2004
  • Theoretical Study and Numerical Simulation of a Stochastic Model for Plant Growth
    Mengzhen Kang, Paul-Henry Cournède, J. le Roux, Philippe de Reffye, Bao-Gang Hu
    In: 7th African Conference on Research in Computer Science, HAMMAMET(Tunisia), November 22-25, 2004.
    Conference Papers
2003
  • Stochastic 3d tree simulation using substructure instancing
    Mengzhen Kang, Philippe de Reffye, Jean-Francois Barczi, Bao-Gang Hu and Francois Houllier
    In: Hu BG and Jaeger M, eds. PMA03 (The First International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications). Beijing: Tsinghua University Press/Springer-Verlag, 154–168.
    Conference Papers
  • GreenLab: A New Methodology Towards Plant Functional-Structural Model -- Structural Part
    Bao-Gang Hu, Philippe de Reffye, Xing Zhao, Hongping Yan, Mengzhen Kang
    In: PMA03 (The First International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications). Beijing, China, 2003
    Conference Papers ISTP
  • Analysis and Modeling of the Root System Architecture of Winter Wheat Seedling
    Baogui Zhang, Philippe de Reffye, Li Liu, Mengzhen Kang, Baoguo Li
    In: PMA03 (The First International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications). Beijing, China, 2003.
    Conference Papers ISTP
  • Fast Algorithm for Stochastic Tree Computation
    Mengzhen Kang, Philippe de Reffye, Jean-Francois, Barczi and Bao-Gang Hu
    In: 11th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision’2003 in co-operation with EUROGRAPHICS (WSCG 2003), Plzen-Bory, Czech Republic, Feb 3 - 7, 2003. Journal of WSCG, Vol. 11(1)
    Conference Papers
2002
  • A fast algorithm for calculating stem and branch radial growth of a tree with substructure approach
    Mengzhen Kang, Hongping Yan, Philippe de Reffye, Marc Jaeger, Bao-Gang Hu and Francois Houllier
    In: Connection between Forest Resources and Wood Quality: Modelling Approaches and Simulation Software, Fourth workshop, IUFRO Working Party S5.01-04 G. Nepveu (Ed.), Harrison Hot Springs Resort, British Columbia, Canada, Sept 9-15, 2002.
    Conference Papers