1、 基本信息
姓 名:宋建材
职 称:副教授,高级工程师
学科专业:信息与通信工程
通讯地址:天津商业大学信息工程学院
电子信箱:songjiancai@tjcu.edu.cn
2、 主要教育及工作经历
(1) 2017.6- 今 天津商业大学信息工程学院计算机系,副教授,硕士生导师
(2) 2011.9-2016.12 天津大学电子信息工程学院,信息与通信工程,博士
(3) 2006.4-2017.6 中船重工集团第707研究所,高级工程师
(4) 2003.8-2006.4 中国舰船研究院,导航制导与控制,硕士
(5) 1999.9-2003.6 河北工业大学计算机学院,计算机科学与技术,本科
3、 研究方向
工业物联网与数据智能
智能计算与信息处理
4、 代表性论著(近三年发表的SCI论文)
[1] Song Jiancai*, Zhang Liyi, Jiang Qingling, Ma Yunpeng, Zhang Xinxin, Xue Guixiang*, Shen Xingliang, Wu Xiangdong. Estimate the daily consumption of natural gas in district heating system based on a hybrid seasonal decomposition and temporal convolutional network model [J]. Applied Energy, 2022, 309(118444). 中科院一区,top期刊
[2] Song Jiancai*, Zhang Liyi, Xue Guixiang*, Ma Yunpeng, Gao Shan., Jiang Qingling. Predicting hourly heating load in a district heating system based on a hybrid CNN-LSTM model [J]. Energy and Buildings, 2021, 243,中科院二区,top期刊
[3] Ma Yunpeng, Zhang Xinxin*, Song Jiancai, Chen Lei. A modified teaching-learning-based optimization algorithm for solving optimization problem [J]. Knowledge-Based Systems, 2021, 212,中科院一区,top期刊
[4] Xue Guixiang, Qi Chengying, Li Han, Kong Xiangfei*, Song Jiancai*, Heating load prediction based on attention long short term memory: A case study of Xingtai [J]. Energy, 2020, 203,中科院一区,top期刊
[5] Song Jiancai*, Xue Guixiang*, Pan Xuhua, Ma Yunpeng, Li Han. Hourly Heat Load Prediction Model Based on Temporal Convolutional Neural Network [J]. IEEE Access, 2020, 8(16726-41).
[6] Lin Tao., Pan Yu., Xue Guixiang*, Song Jiancai*, Qi Chengying, A Novel Hybrid Spatial-Temporal Attention-LSTM Model for Heat Load Prediction [J]. IEEE Access, 2020, 8(159182-95).
[7] Gao Xiaoyu, Qi Chengying, Xue Guixiang*, Song Jiancai*, Zhang Yahui, Yu Shiang. Forecasting the Heat Load of Residential Buildings with Heat Metering Based on CEEMDAN-SVR [J]. Energies, 2020, 13(22):
[8] Xue Guixiang, Song Jiancai, Kong Xiangfei*, Pan Yu, Qi Chengying, Li Han. Prediction of Natural Gas Consumption for City-Level DHS Based on Attention GRU: A Case Study for a Northern Chinese City [J]. IEEE Access, 2019, 7(130685-99).
[9] Xue Guixiang, Pan Yu., Lin Tao*, Song Jiancai, Qi Chengying, Wang Zhipeng. District Heating Load Prediction Algorithm Based on Feature Fusion LSTM Model [J]. Energies, 2019, 12(11):
[10] Song Jiancai*, Xue Guixiang*, Ma Yunpeng, Li Han, Pan Yu, Hao Zhangxiao. An Indoor Temperature Prediction Framework Based on Hierarchical Attention Gated Recurrent Unit Model for Energy Efficient Buildings [J]. IEEE Access, 2019, 7(157268-83).
5、 科研项目
[1] 主持,基于人工智能的集中供热负荷预测与动态调控关键技术研究(19JCTPJC51000),天津市科技局优秀特派员项目,2019
[2] 主持,XX中远程无线电定位系统,国防预研项目,2007,(军工)
[3] 主持,XX无线电指令制导系统,国防预研项目,2012,(军工)
[4] 主持,XX无线电导航定位系统技术,国防预研项目,2013,(军工)
[5] 合作单位主持,基于大数据的社区韧性评估与风险防控智能平台研发,天津市重点研发计划项目,2020
[6] 参与,城市智慧供热大数据管理平台,工信部大数据产业发展试点示范项目,2020,排名第3
[7] 参与,锂离子电池状态监测的无线传感网关键技术研究(19JCTPJC51400),天津市科技局优秀特派员项目,2019,排名第2