张在房

  副教授,博导

  机自系副主任

  联系方式:zaifangzhang@shu.edu.cn



l 个人简介

张在房,1066vip威尼斯机自学院副教授、博士生导师,中国图形学学会数字孪生专委会常务委员、上海市设计法学会理事、中国机械工程学会成组与智能集成技术分会委员、国际期刊《Digital Twins》顾问委员会委员。

从事产品服务系统智能设计、医工结合、精益生产与数字孪生等领域的研究,在智能化设计、医学智能诊疗、工业数字孪生系统等方面取得系列成果:攻克了产品与服务融合的工程智能设计、小样本质量控制、医学智能诊疗、数字孪生及人工智能领域化应用等关键技术,实现了智能巡检系统、皮肤牵张系统、数字孪生肺结节识别系统、舌苔健康跟踪、产品服务智能配置系统等开发与应用;主持(和主要参与)国家及省部级项目5项,企业技术项目10余项;发表高水平论文60篇;获发明专利6项。

l 主要研究领域

1、产品与服务融合的工程智能设计、质量控制及精益生产

2、医学智能诊疗,包括医疗数字孪生、舌苔健康跟踪、皮肤牵张、医学图像识别等

3数字孪生及人工智能领域化应用

l 代表性成果

在《Computers & Industrial Engineering》、《Journal of Intelligent Manufacturing》、《Biomedical Signal Processing and Control》、《机械工程学报》等国内外学术期刊发表SCI/EI论文40余篇、获授权发明专利6项,授权软件著作权5项。

论文

1、Zaifang Zhang*, Feng Xu, Xiwu Sun. Optimization of Process Parameters during Hydroforming of Tank Bottom using NSGA-III Algorithm[J]. The International Journal of Advanced Manufacturing Technology, 2022, 119(1): 4043-4055. (SCI源刊)

2、Zaifang Zhang*, Wei Liu. Image Recognition of Limited and Imbalanced Samples Based on Transfer Learning Methods for Defects in Welds[J]. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2022, 236(12): 1643-1652. (SCI源刊)

3Zaifang Zhang*, Kaixiang Zou. MMO‑SLAM: A Versatile and Accurate Multi Monocular SLAM System [J]. Journal of Intelligent & Robotic Systems, 2022, 105: 58. (SCI源刊)

4Zaifang Zhang, Zhaoyang Wang, Han Lei, Wenquan Gu*.Gait phase recognition of lower limb exoskeleton system based on the integrated network model [J]. Biomedical Signal Processing and Control, 2022, (76): 103693, Doi.org/10.1016/j.bspc.2022.103693. (SCI源刊)

5Zaifang Zhang*, Wei Liu, Egon Ostrosi, Yongjie Tian, Jianping Yi. Steel strip surface inspection through the combination of feature selection and multiclass classifiers[J]. Engineering Computations. https://doi.org/10.1108/EC-11-2019-0502 2020-09-23. (SCI源刊)

6Zaifang Zhang*, Darao Xu, Ostrosi Egon, Hui Cheng. Optimization of the product service system configuration based on a multilayer network. Sustainability, 2020, 12(746) doi:10.3390/su12020746.  (SCI源刊)

7Zaifang Zhang*s, Nana Chai, Ostrosi Egon, Beibei Fan. Extraction of Association Rules in the Schematic Design of Product Service System Based on Pareto-MODGDFA. Computers & Industrial Engineering, 2019, 129, 392-403. (SCI源刊)

8Zaifang Zhang, Nana Chai, Yuan Liu, Beixin Xia*. Base Types Selection of Product Service System Based on Apriori Algorithm and Knowledge-based Artificial Neural Network. IET Collaborative Intelligent Manufacturing, 2019, 1(2): 29-38. (EI源刊)

9Zaifang Zhang*, Danhua Xu, Ostrosi Egon, et al. A systematic decision-making method for evaluating design alternatives of product service system based on variable precision rough set. Journal of Intelligent Manufacturing, 2019, 30(4): 1895-1909 . (SCI源刊)

l 科研项目

1)国家自然科学基金青年项目,考虑产品与服务融合的产品服务系统方案智能设计与统计优化研究,2013.01~2015.12,主持人;

2)上海市科技创新行动计划重点项目,高密度混装航天飞行器智能制造系统集成与应用示范2016.07~2018.06,主持人;

3)上海市科技创新行动计划重点项目,数控机床产品智能设计关键技术研究与应用,2013.07~2015.06,主持人;

4)企业重大技术服务项目,钢厂所需工艺油系列产品合作开发与服务模式创新,2016.06~2021.05,主持人;

5)上海市科技创新行动计划项目,皮肤智能牵张系统及开发,2021.07~2023.06,已主持人.


l 国际合作

1、与法国贝尔福-蒙贝利亚尔技术大学等保持紧密合作。



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