Jiangyan Liu

4.2k citations

130 papers · 3.3k · h-index 36

Impact in

Building and Construction top 0.5%
- Building Energy and Comfort Optimization
Automotive Engineering top 2%
- Advanced Battery Technologies Research

Papers in

Building and Construction 29
- Building Energy and Comfort Optimization 29
Electrical and Electronic Engineering 27
- Energy Load and Power Forecasting 12
- Advancements in Battery Materials 8

Co-authors: Huanxin Chen (22 shared papers)Guannan Li (22 shared papers)Kuining Li (17 shared papers)Jiangyu Wang (12 shared papers)Yabin Guo (12 shared papers)Yi Xie (15 shared papers)Yunpeng Hu (11 shared papers)Ronggeng Huang (9 shared papers)
Journals: Applied Thermal Engineering (14 papers)Energy and Buildings (9 papers)Energy (7 papers)Applied Energy (5 papers)Journal of Building Engineering (3 papers)
Partner nations: China United States Hong Kong

In The Last Decade

Jiangyan Liu

122 papers receiving 3.3k citations

Peers

Replace Hyo Seon Park with:

Hyo Seon Park South Korea

Yue Yuan China

Yunho Hwang United States

Loke Kok Foong Vietnam

Lihui Zhang China

Chu Zhang China

Arno Schlueter Switzerland

Mohamed Abbas Saudi Arabia

Chaouki Ghenaï United Arab Emirates

Guohui Zhang United States

Jiangyan Liu relative to Hyo Seon Park South Korea Hyo Seon Park's profile →

Citations per field

00.5×2×3.3×

Hyo Seon Park · 1×

×0.9 1k/1k

BC

×3.3 367/111

AE

×0.4 352/846

EE

×1.3 387/301

RESE

×1.5 522/337

CSE

Citations per year

'16

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Countries citing papers authored by Jiangyan Liu

Since Specialization

Citations

This map shows the geographic impact of Jiangyan Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jiangyan Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jiangyan Liu more than expected).

Fields of papers citing papers by Jiangyan Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jiangyan Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jiangyan Liu. The network helps show where Jiangyan Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Jiangyan Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jiangyan Liu Line = papers co-authored together Jiangyan Liu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 130 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Machine learning-based thermal response time ahead energy demand prediction for building heating systems Applied Energy ·Yabin Guo, Jiangyu Wang, Huanxin Chen, Guannan Li, Jiangyan Liu, Chengliang Xu, Ronggeng Huang, Yao Huang	2018	171
2	Hourly energy consumption prediction of an office building based on ensemble learning and energy consumption pattern classification Energy and Buildings ·Zhenxiang Dong, Jiangyan Liu, Bin Liu, Kuining Li, Xin Li	2021	157
3	Deep learning-based fault diagnosis of variable refrigerant flow air-conditioning system for building energy saving Applied Energy ·Yabin Guo, Zehan Tan, Huanxin Chen, Guannan Li, Jiangyu Wang, Ronggeng Huang, Jiangyan Liu, Tanveer Ahmad	2018	150
4	Optimized charging of lithium-ion battery for electric vehicles: Adaptive multistage constant current–constant voltage charging strategy Renewable Energy ·Yunjian Li, Kuining Li, Yi Xie, Jiangyan Liu, Chunyun Fu, Bin Liu	2019	134
5	An improved fault detection method for incipient centrifugal chiller faults using the PCA-R-SVDD algorithm Energy and Buildings ·Guannan Li, Yunpeng Hu, Huanxin Chen, Limei Shen, Haorong Li, Min Hu, Jiangyan Liu, Kaizheng Sun	2015	110
6	Transfer learning-based strategies for fault diagnosis in building energy systems Energy and Buildings ·Jiangyan Liu, Qing Zhang, Xin Li, Guannan Li, Zhongming Liu, Yi Xie, Kuining Li, Bin Liu	2021	105
7	The critical role of endothelial function in fine particulate matter-induced atherosclerosis Particle and Fibre Toxicology ·Shuang Liang, Jingyi Zhang, Ruihong Ning, Zhou Du, Jiangyan Liu, Joe Werelagi Batibawa, Junchao Duan, Zhiwei Sun	2020	100
8	Data partitioning and association mining for identifying VRF energy consumption patterns under various part loads and refrigerant charge conditions Applied Energy ·Guannan Li, Yunpeng Hu, Huanxin Chen, Haorong Li, Min Hu, Yabin Guo, Jiangyan Liu, Shaobo Sun, Miao Sun	2016	87
9	A novel efficient SVM-based fault diagnosis method for multi-split air conditioning system’s refrigerant charge fault amount Applied Thermal Engineering ·Kaizheng Sun, Guannan Li, Huanxin Chen, Jiangyan Liu, Jiong Li, Wenju Hu	2016	82
10	Comparative study on deep transfer learning strategies for cross-system and cross-operation-condition building energy systems fault diagnosis Energy ·Guannan Li, Liang Chen, Jiangyan Liu, Xi Fang	2022	78
11	Data-driven and association rule mining-based fault diagnosis and action mechanism analysis for building chillers Energy and Buildings ·Jiangyan Liu, Daliang Shi, Guannan Li, Yi Xie, Kuining Li, Bin Liu, Zhipeng Ru	2020	77
12	PM2.5 aggravates the lipid accumulation, mitochondrial damage and apoptosis in macrophage foam cells Environmental Pollution ·Jiangyan Liu, Shuang Liang, Zhou Du, Jingyi Zhang, Baiyang Sun, Tong Zhao, Xiaozhe Yang, Yanfeng Shi, Junchao Duan, Zhiwei Sun	2019	72
13	An improved decision tree-based fault diagnosis method for practical variable refrigerant flow system using virtual sensor-based fault indicators Applied Thermal Engineering ·Guannan Li, Huanxin Chen, Yunpeng Hu, Jiangyu Wang, Yabin Guo, Jiangyan Liu, Haorong Li, Ronggeng Huang, Hang Lv, Jiong Li	2017	72
14	An improved intelligent model predictive controller for cooling system of electric vehicle Applied Thermal Engineering ·Yi Xie, Zhaoming Liu, Kuining Li, Jiangyan Liu, Yangjun Zhang, Dan Dan, Cunxue Wu, Pingzhong Wang, Xiaobo Wang	2020	67
15	Daily soil temperatures predictions for various climates in United States using data-driven model Energy ·(unknown), Liheng Li, Jiakang Gong, Chen Ren, Jiangyan Liu, Huanxin Chen	2018	62
16	Refrigerant charge fault diagnosis in the VRF system using Bayesian artificial neural network combined with ReliefF filter Applied Thermal Engineering ·Shubiao Shi, Guannan Li, Huanxin Chen, Jiangyan Liu, Yunpeng Hu, (unknown), Wenju Hu	2016	60
17	Elucidating the hornification mechanism of cellulosic fibers during the process of thermal drying Carbohydrate Polymers ·Wenxuan Mo, Kefu Chen, Xuan Yang, Fangong Kong, Jiangyan Liu, Bo Li	2022	54
18	An improved stacking ensemble learning-based sensor fault detection method for building energy systems using fault-discrimination information Journal of Building Engineering ·Guannan Li, Yue Zheng, Jiangyan Liu, Zhenxin Zhou, Chengliang Xu, Xi Fang, Qing Yao	2021	53
19	A refrigerant charge fault detection method for variable refrigerant flow (VRF) air-conditioning systems Applied Thermal Engineering ·Jiangyan Liu, Yunpeng Hu, Huanxin Chen, Jiangyu Wang, Guannan Li, Wenju Hu	2016	51
20	A Self-learning intelligent passenger vehicle comfort cooling system control strategy Applied Thermal Engineering ·Yi Xie, Zhaoming Liu, Jiangyan Liu, Kuining Li, Yangjun Zhang, Cunxue Wu, Pingzhong Wang, Xiaobo Wang	2019	51

About Jiangyan Liu

Jiangyan Liu is a scholar working on Building and Construction, Electrical and Electronic Engineering, Mechanical Engineering, Control and Systems Engineering and Mechanics of Materials, having authored 130 papers that have together received 3.3k indexed citations. Recurring topics across this work include Building Energy and Comfort Optimization (29 papers), Refrigeration and Air Conditioning Technologies (20 papers), Energy Load and Power Forecasting (12 papers), Fault Detection and Control Systems (10 papers), Hydrocarbon exploration and reservoir analysis (10 papers), Energy Efficiency and Management (9 papers), Advanced Battery Technologies Research (9 papers) and Advancements in Battery Materials (8 papers). The work is most often cited by research in Building and Construction (1.2k citations), Automotive Engineering (367 citations), Environmental Engineering (352 citations), Renewable Energy, Sustainability and the Environment (387 citations) and Control and Systems Engineering (522 citations). Jiangyan Liu has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Huanxin Chen, Guannan Li, Kuining Li, Jiangyu Wang, Yabin Guo, Yi Xie, Yunpeng Hu, Ronggeng Huang, Bin Liu and Guannan Li. Their work appears in journals such as Applied Thermal Engineering, Energy and Buildings, Energy, Applied Energy and Journal of Building Engineering.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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