- [1] 吴皓. A cognitive strategy for service robots in recognizing emotional attribute of objects. ARTIFICIAL LIFE AND ROBOTICS, 2024.
- [2] 马庆. CSAPNet: A Cross-Scale Attention Pyramid Network for Multi-Appliance NonIntrusive Load Monitoring. The 6th International Conference on Frontier Technologies of Information and Computer (ICFTIC 2024), 2024.
- [3] 吴皓. MDCN: A Dual-Branch Model Based on Difference Convolution for Non-Intrusive Load Disaggregation. 2023 China Automation Congress, CAC 2023, 6977-6982, 2023.
- [4] 吴皓. A Knowledge Acquisition Framework for Autonomous Decision Making in Service Robots. 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023, 902-907, 2023.
- [5] 吴皓. 基于改进非局部注意力模块的非侵入负荷辩识. 华中科技大学学报(自然科学版), 51, 1-7, 2022.
- [6] . A Learnable Image-Based Load Signature Construction Approach in NILM for Appliances Identification. IEEE Transactions on Smart Grid, 14, 1-1, 2023.
- [7] 马庆. 任务驱动教学法在PLC课程教学中的应用. 2013年全国自动化教育学术年会, 2013.
- [8] 马庆. 自动化专业双语教学课程体系构建的探讨. 2007年中国自动化教育学术年会, 2007.
- [9] 吴皓. Item Ownership Relationship Semantic Learning Strategy for Personalized Service Robot. 《International Journal of Automation and Computing》, 17, 390, 2020.
- [10] 吴皓. R-KG: A Novel Method for Implementing a Robot Intelligent Service. AI, 2020.
- [11] 马庆 , 吴皓 and 吴皓. Cloud robot: semantic map building for intelligent service task[J]. Applied Intelligence. Applied Intelligence, 49, 319, 2019.
- [12] 马庆 and 马庆. Effects of global warming for building energy demand in china. COMPUTER MODELLING & NEW TECHNOLOGIES, 18, 61, 2014.
- [13] 马庆 and 马庆. A Communication Technology Applied to Locating the End of Strip Steel. information technology journal, 12, 3855, 2013.
- [14] 李歧强 , 马庆 and 马庆. 基于电力需求响应的公共建筑基线负荷预测. 山东大学学报（工学版）, 41, 114, 2011.
- [15] 李歧强 , 马庆 and 马庆. 公共建筑空调温度设定值的动态优化控制研究. 系统工程学报, 26, 435, 2011.
- [16] 马庆 and 马庆. Recognizing furniture supported by legs based on vision senser. The Open Automation and Control Systems Journal, 7, 2015.
- [17] 马庆 , 吴皓 and 吴皓. 改革实验教学手段 培养学生计算机操作能力. 实验室研究与探索, 2010.
- [18] 李晓磊 , 马庆 , 吴皓 and 吴皓. 自动化专业计算机类课程网络化实验教学. 实验室研究与探索, 2011.
- [19] 吴皓 , 马庆 and 马庆. Strip steel bundling control system based on image process and communication technology. Journal of Applied Sciences, 13, 2450, 2013.
- [20] 马庆 , 吴皓 and 马庆. Optimal Model for Overall HVAC System. International Journal of Digital Content Technology and its Applications, 6, 669, 2012.
马庆 (副教授)
副教授
性别：男
毕业院校：山东大学
学历：博士研究生毕业
学位：博士生
所在单位：控制科学与工程学院
入职时间：2002-04
所属院系： 控制科学与工程学院
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