logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

Jiani Heng

Beijing Technology and Business University

13H-index
31Paper Count
889Citation Count
Published Papers 21
Publication Date
logo
A Multi-Stage Digital Paradigm Framework for Electricity Price Forecasting: Integrating Structural Break Analysis and Hybrid Deep Learning
errSustainability
IF3.3
err2026-06-18
err0
errOAAI
errLuqi Yuan; Rui He; Zhongmiao Sun; Jiahe Li; Jiani Heng
errShare
errSave
An Integrated Framework for Electricity Price Analysis and Forecasting Based on DROI Framework: Application to Spanish Power Markets
errSustainability 2025, Vol. 17, Page 11210
IF3.3
err2025-12-15
err0
errOAAI
errNuo Chen; Caishan Gao; Luqi Yuan; Jiani Heng; Jianwei Fan
errShare
errSave
Audiovisual-cognition-inspired network with explainability for oil price forecasting
errApplied Soft Computing
IF6.6
err2025-10-19
err0
PREAI
errHan Wu; Xiao-Zhi Gao; Zhong Li; Jia-Ni Heng; Pei Du
errShare
errSave
AVI-Net: Audio-visual-integration inspired deep network with application to short-term air temperature forecasting
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
PREAI
errWu, Han; Liang, Yan; Gao, Xiao-Zhi; Heng, Jia-Ni; Du, Pei
errShare
errSave
Gated convolution with attention mechanism under variational mode decomposition for daily rainfall forecasting
errMEASUREMENT
IF5.6
err2024-09-01
err2
PREAI
errWu, Han; Du, Pei; Heng, Jiani
errShare
errSave
Bionic fusion perspective: Audiovisual-motivated integration network for solar irradiance prediction
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2024-08-01
err0
PREAI
errWu, Han; Gao, Xiaozhi; Heng, Jiani; Wang, Xiaolei; Lu, Xiaoshu
errShare
errSave
Bionic-inspired oil price prediction: Auditory multi-feature collaboration network
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-06-01
err2
PREAI
errWu, Han; Liang, Yan; Gao, Xiao-Zhi; Heng, Jia-Ni
errShare
errSave
Bio-multisensory-inspired gate-attention coordination model for forecasting short-term significant wave height
errENERGY
IF9.4
err2024-05-01
err5
PREAI
errWu, Han; Gao, Xiao-Zhi; Heng, Jia-Ni
errShare
errSave
MSV-net: Multi-scale visual-inspired network for short-term electricity price forecasting
errENERGY
IF9.4
err2024-03-01
err2
PREAI
errWu, Han; Liang, Yan; Heng, Jia-Ni; Ma, Chao-Xiong; Gao, Xiao-Zhi
errShare
errSave
Pulse-diagnosis-inspired multi-feature extraction deep network for short-term electricity load forecasting
errAPPLIED ENERGY
IF11
err2023-06-01
err16
PREAI
errWu, Han; Liang, Yan; Heng, Jiani
errShare
errSave
A novel Bayesian ensembling model for wind power forecasting
errHELIYON
IF3.6
err2022-11-01
err3
errOAAI
errTang, Jingwei; Hu, Jianming; Heng, Jiani; Liu, Zhi
errShare
errSave
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting
errENERGY
IF9.4
err2022-06-01
err33
PREAI
errHu, Jianming; Luo, Qingxi; Tang, Jingwei; Heng, Jiani; Deng, Yuwen
errShare
errSave
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information
errAPPLIED ENERGY
IF11
err2022-01-01
err36
PREAI
errHeng, Jiani; Hong, Yongmiao; Hu, Jianming; Wang, Shouyang
errShare
errSave
A novel multiscale forecasting model for crude oil price time series
errTECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
IF13.3
err2021-12-01
err43
PREAI
errLi, Ranran; Hu, Yucai; Heng, Jiani; Chen, Xueli
errShare
errSave
An innovative ensemble learning air pollution early-warning system for China based on incremental extreme learning machine
errATMOSPHERIC POLLUTION RESEARCH
IF3.5
err2021-09-01
err15
PREAI
errDu, Zongjuan; Heng, Jiani; Niu, Mingfei; Sun, Shaolong
errShare
errSave
Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
errRENEWABLE ENERGY
IF9.1
err2020-12-01
err66
PREAI
errHu, Jianming; Heng, Jiani; Wen, Jiemei; Zhao, Weigang
errShare
errSave
A hybrid forecasting system based on fuzzy time series and multi-objective optimization for wind speed forecasting
errAPPLIED ENERGY
IF11
err2019-02-01
err133
PREAI
errJiang, Ping; Yang, Hufang; Heng, Jiani
errShare
errSave
Research and application of a hybrid model based on Meta learning strategy for wind power deterministic and probabilistic forecasting
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2018-10-01
err40
PREAI
errHu, Jianming; Heng, Jiani; Tang, Jingwei; Guo, Miaolin
errShare
errSave
Research and application of a combined model based on frequent pattern growth algorithm and multi-objective optimization for solar radiation forecasting
errAPPLIED ENERGY
IF11
err2017-12-01
err59
PREAI
errHeng, Jiani; Wang, Jianzhou; Xiao, Liye; Lu, Haiyan
errShare
errSave
Research and application of a combined model based on multi objective optimization for multi-step ahead wind speed forecasting
errENERGY
IF9.4
err2017-04-01
err115
PREAI
errWang, Jianzhou; Heng, Jiani; Xiao, Liye; Wang, Chen
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
王淑漪 cover
王淑漪 (Shouyang Wang)
H-index: 98 · Papers: 1.4K
J
Jianzhou Wang
H-index: 69 · Papers: 325
H
Haiyan Lu
H-index: 61 · Papers: 548
王潇 cover
王潇 (Xiao‐Lei Wang)
H-index: 46 · Papers: 344
S
Shaolong Sun
H-index: 41 · Papers: 131
View more