Jiani Heng

889 total citations
25 papers, 740 citations indexed

About

Jiani Heng is a scholar working on Electrical and Electronic Engineering, Management Science and Operations Research and Artificial Intelligence. According to data from OpenAlex, Jiani Heng has authored 25 papers receiving a total of 740 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Electrical and Electronic Engineering, 13 papers in Management Science and Operations Research and 6 papers in Artificial Intelligence. Recurrent topics in Jiani Heng's work include Energy Load and Power Forecasting (17 papers), Grey System Theory Applications (10 papers) and Stock Market Forecasting Methods (7 papers). Jiani Heng is often cited by papers focused on Energy Load and Power Forecasting (17 papers), Grey System Theory Applications (10 papers) and Stock Market Forecasting Methods (7 papers). Jiani Heng collaborates with scholars based in China, Finland and Australia. Jiani Heng's co-authors include Jianming Hu, Li‐Ye Xiao, Hufang Yang, Ping Jiang, Jianzhou Wang, Chen Wang, Weigang Zhao, Haiyan Lu, Yucai Hu and Xueli Chen and has published in prestigious journals such as Applied Energy, IEEE Transactions on Power Systems and Expert Systems with Applications.

In The Last Decade

Jiani Heng

22 papers receiving 728 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Jiani Heng China 13 584 253 193 109 100 25 740
Sinvaldo Rodrigues Moreno Brazil 13 713 1.2× 309 1.2× 192 1.0× 211 1.9× 139 1.4× 18 1.1k
Jethro Browell United Kingdom 18 895 1.5× 353 1.4× 131 0.7× 157 1.4× 107 1.1× 40 1.1k
Danxiang Wei Macao 12 356 0.6× 160 0.6× 116 0.6× 51 0.5× 52 0.5× 18 459
Pei Du China 14 566 1.0× 200 0.8× 400 2.1× 44 0.4× 134 1.3× 39 909
Yuyang Gao China 12 368 0.6× 175 0.7× 201 1.0× 30 0.3× 65 0.7× 18 568
Zongxi Qu China 10 503 0.9× 211 0.8× 136 0.7× 134 1.2× 131 1.3× 19 709
Guifang Pan China 8 615 1.1× 219 0.9× 101 0.5× 169 1.6× 122 1.2× 9 811
Torben Skov Nielsen Denmark 15 994 1.7× 235 0.9× 94 0.5× 230 2.1× 160 1.6× 31 1.2k

Countries citing papers authored by Jiani Heng

Since Specialization
Citations

This map shows the geographic impact of Jiani Heng'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 Jiani Heng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jiani Heng more than expected).

Fields of papers citing papers by Jiani Heng

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jiani Heng. 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 Jiani Heng. The network helps show where Jiani Heng may publish in the future.

Co-authorship network of co-authors of Jiani Heng

This figure shows the co-authorship network connecting the top 25 collaborators of Jiani Heng. A scholar is included among the top collaborators of Jiani Heng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jiani Heng. Jiani Heng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Yan, Liang, et al.. (2025). AVI-Net: Audio-visual-integration inspired deep network with application to short-term air temperature forecasting. Expert Systems with Applications. 281. 127604–127604.
2.
Gao, Xiao‐Zhi, et al.. (2025). Audiovisual-cognition-inspired network with explainability for oil price forecasting. Applied Soft Computing. 186. 114093–114093. 1 indexed citations
3.
Gao, Xiao‐Zhi, et al.. (2025). An improved brain-motivated network for forecasting day-ahead stock prices of electricity companies. Knowledge-Based Systems. 325. 114040–114040.
4.
Gao, Xiao‐Zhi, et al.. (2024). Bio-multisensory-inspired gate-attention coordination model for forecasting short-term significant wave height. Energy. 294. 130887–130887. 11 indexed citations
5.
Liang, Yan, et al.. (2024). Sleep-Induced Network With Reducing Information Loss for Short-Term Load Forecasting. IEEE Transactions on Power Systems. 40(2). 1492–1503. 2 indexed citations
6.
Liang, Yan, et al.. (2024). MSV-net: Multi-scale visual-inspired network for short-term electricity price forecasting. Energy. 291. 130350–130350. 13 indexed citations
7.
Du, Pei, et al.. (2024). Gated convolution with attention mechanism under variational mode decomposition for daily rainfall forecasting. Measurement. 237. 115222–115222. 7 indexed citations
8.
Wu, Han, Yan Liang, Xiao‐Zhi Gao, & Jiani Heng. (2023). Bionic-inspired oil price prediction: Auditory multi-feature collaboration network. Expert Systems with Applications. 244. 122971–122971. 6 indexed citations
9.
Liang, Yan, et al.. (2023). Pulse-diagnosis-inspired multi-feature extraction deep network for short-term electricity load forecasting. Applied Energy. 339. 120995–120995. 23 indexed citations
10.
Hu, Jianming, et al.. (2022). A novel Bayesian ensembling model for wind power forecasting. Heliyon. 8(11). e11599–e11599. 3 indexed citations
11.
Heng, Jiani, Yongmiao Hong, Jianming Hu, & Shouyang Wang. (2021). Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information. Applied Energy. 306. 118029–118029. 41 indexed citations
12.
Li, Ranran, Yucai Hu, Jiani Heng, & Xueli Chen. (2021). A novel multiscale forecasting model for crude oil price time series. Technological Forecasting and Social Change. 173. 121181–121181. 54 indexed citations
13.
14.
Jiang, Ping, Hufang Yang, & Jiani Heng. (2018). A hybrid forecasting system based on fuzzy time series and multi-objective optimization for wind speed forecasting. Applied Energy. 235. 786–801. 139 indexed citations
15.
Hu, Jianming, et al.. (2018). Research and application of a hybrid model based on Meta learning strategy for wind power deterministic and probabilistic forecasting. Energy Conversion and Management. 173. 197–209. 46 indexed citations
16.
Wang, Jianzhou, Jiani Heng, Li‐Ye Xiao, & Chen Wang. (2017). Research and application of a combined model based on multi-objective optimization for multi-step ahead wind speed forecasting. Energy. 125. 591–613. 116 indexed citations
17.
Heng, Jiani, Jianzhou Wang, Li‐Ye Xiao, & Haiyan Lu. (2017). Research and application of a combined model based on frequent pattern growth algorithm and multi-objective optimization for solar radiation forecasting. Applied Energy. 208. 845–866. 59 indexed citations
18.
Heng, Jiani, Chen Wang, Xuejing Zhao, & Jianzhou Wang. (2016). A Hybrid Forecasting Model Based on Empirical Mode Decomposition and the Cuckoo Search Algorithm: A Case Study for Power Load. Mathematical Problems in Engineering. 2016. 1–28. 8 indexed citations
19.
Heng, Jiani, Chen Wang, Xuejing Zhao, & Li‐Ye Xiao. (2016). Research and Application Based on Adaptive Boosting Strategy and Modified CGFPA Algorithm: A Case Study for Wind Speed Forecasting. Sustainability. 8(3). 235–235. 27 indexed citations
20.
Heng, Jiani. (1986). MASS EXTINCTION, EARTH'S ROTATING AND PERIODIC CRATERING. 中国科学A辑(英文版). 1 indexed citations

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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