科研论文
[1] Niu, Jide1;Zhou, Ruoyu1;Tian, Zhe1,2;Zhu, Jie1;Lu, Yakai3;Ma, Jianbo4. Energy-saving potential analysis for a 24-hour operating chiller plant using the model-based global optimization method. JOURNAL OF BUILDING ENGINEERING, 2023, 69 , .
[2] Meng, Haiyan1,2;Lu, Yakai3;Tian, Zhe1,4;Jiang, Xiangbei2;Han, Zhongqing5;Niu, Jide1,4. Performance Evaluation Method of Day-Ahead Load Prediction Models in a District Heating and Cooling System: A Case Study. ENERGIES, 2023, 16 14, .
[3] Tian, Zhe1; Song, Wenjie1; Lu, Yakai2; Lin, Xinyi1; Niu, Jide1 . Load extraction from actual operation data for data-driven ultra-short-term room air-conditioning load prediction. Energy and Buildings, 2023, 296 , .
[4] Hou,Xinyang12;Tian,Zhe12;Niu,Jide12;Wu,Xia12;Lu,Yakai3;. Research on design day generation method for air-conditioning system design considering the coincidence of hourly variation coefficient. Energy and Buildings, 2022, 270 , .
[5] Zhe Tian1;Wenjie Song1;Yakai Lu2;
CA 1 ;Xinyi Lin1;Jide Niu1;. Load extraction from actual operation data for data-driven ultra-short-term room air-conditioning load prediction. Energy and Buildings, 2023, 296 , 113348.[6] Hou, Xinyang;Tian, Zhe;Niu, Jide;Wu, Xia;Lu, Yakai. Research on design day generation method for air-conditioning system design considering the coincidence of hourly variation coefficient. Energy and Buildings, 2022, 270 , .
[7] Zhang, Qiang;Tian, Zhe;Niu, Jide;Zhu, Jie;Lu, Yakai. A study on transfer learning in enhancing performance of building energy system fault diagnosis with extremely limited labeled data. Building and Environment, 2022, 225 , .
[8] Zhang, Qiang12;Tian, Zhe12;Niu, Jide12;Zhu, Jie12;Lu, Yakai3;. A study on transfer learning in enhancing performance of building energy system fault diagnosis with extremely limited labeled data. Building and Environment, 2022, 225 , .
[9] Tian, Zhe;Ye, Chuang;Zhu, Jie;Niu, Jide;Lu, Yakai. Accelerating Optimal Control Strategy Generation for HVAC Systems Using a Scenario Reduction Method: A Case Study.. Energies, 2023, 16 7, 2988.
[10] Qiang Zhang;Zhe Tian;Yakai Lu;Jide Niu;Chuang Ye. Experimental study on performance assessments of HVAC cross-domain fault diagnosis methods oriented to incomplete data problems. Building and Environment, 2023, 236 , 110264.