Zhirui Tian

602 total citations · 2 hit papers
29 papers, 400 citations indexed

About

Zhirui Tian is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence and Management Science and Operations Research. According to data from OpenAlex, Zhirui Tian has authored 29 papers receiving a total of 400 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Electrical and Electronic Engineering, 8 papers in Artificial Intelligence and 7 papers in Management Science and Operations Research. Recurrent topics in Zhirui Tian's work include Energy Load and Power Forecasting (24 papers), Solar Radiation and Photovoltaics (7 papers) and Grey System Theory Applications (7 papers). Zhirui Tian is often cited by papers focused on Energy Load and Power Forecasting (24 papers), Solar Radiation and Photovoltaics (7 papers) and Grey System Theory Applications (7 papers). Zhirui Tian collaborates with scholars based in China and Macao. Zhirui Tian's co-authors include Weican Liu, Hao Yan, Wendong Yang, Chenye Wu, Jiyang Wang, Yang Sun, Qing Yang, Guangyu Wang, Yujie Chen and Wei Sun and has published in prestigious journals such as Journal of Cleaner Production, Applied Energy and Expert Systems with Applications.

In The Last Decade

Zhirui Tian

24 papers receiving 385 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Football team training algorithm: A novel sport-inspired meta-heuristic optimization algorithm for global optimization

2024 83 citations Zhirui Tian et al. Expert Systems with Applications profile →
CNNs-Transformer based day-ahead probabilistic load forecasting for weekends with limited data availability

2024 61 citations Zhirui Tian, Weican Liu et al. Energy profile →

Peers

Countries citing papers authored by Zhirui Tian

Since Specialization

Citations

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

Fields of papers citing papers by Zhirui Tian

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhirui Tian

This figure shows the co-authorship network connecting the top 25 collaborators of Zhirui Tian. A scholar is included among the top collaborators of Zhirui Tian 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 Zhirui Tian. Zhirui Tian is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Enhancing PV power forecasting accuracy through nonlinear weather correction based on multi-task learning 2025 ·Applied Energy ·Zhirui Tian, Yujie Chen, Guangyu Wang	8
2	A new paradigm based on Wasserstein Generative Adversarial Network and time-series graph for integrated energy system forecasting 2025 ·Energy Conversion and Management ·Zhirui Tian, (unknown)	9
3	Enhancing accuracy in point-interval load forecasting: A new strategy based on data augmentation, customized deep learning, and weighted linear error correction 2025 ·Expert Systems with Applications ·Weican Liu, Zhirui Tian, (unknown)	9
4	A Novel Ensemble Learning Framework Based on News Sentiment Enhancement and Multi-objective Optimizer for Carbon Price Forecasting 2025 ·Computational Economics ·Yujie Chen, (unknown), (unknown), Zhirui Tian	3
5	EDformer family: End-to-end multi-task load forecasting frameworks for day-ahead economic dispatch 2025 ·Applied Energy ·Zhirui Tian, Weican Liu, (unknown), Weichao Sun, Chenye Wu	3
6	From LMP to eLMP: An accurate transfer strategy for electricity price prediction based on learning ensemble 2025 ·Energy ·Zhirui Tian, Weican Liu, Wei Sun, Chenye Wu	2
7	MLP-Carbon: A new paradigm integrating multi-frequency and multi-scale techniques for accurate carbon price forecasting 2025 ·Applied Energy ·Zhirui Tian, Wei Sun, Chenye Wu	3
8	A crude oil price forecasting framework based on Constraint Guarantee and Pareto Fronts Shrinking Strategy 2025 ·Applied Soft Computing ·(unknown), Zhirui Tian	2
9	ISI Net: A novel paradigm integrating interpretability and intelligent selection in ensemble learning for accurate wind power forecasting 2025 ·Energy Conversion and Management ·(unknown), Zhirui Tian	5
10	A novel paradigm for multi-step wind speed prediction: A hybrid system based on decomposition and weighted ensemble approach enhanced by Gaussian Kernel Function 2025 ·Renewable Energy ·(unknown), Zhirui Tian, (unknown)	0
11	PVMTF: End-to-end long-sequence time-series forecasting frameworks based on patch technique and information fusion coding for mid-term photovoltaic power forecasting 2025 ·Applied Energy ·Zhirui Tian, (unknown)	2
12	Advancing local deployment of renewable energy prediction models through knowledge distillation with time–frequency domain fusion 2025 ·Advanced Engineering Informatics ·Zhirui Tian, (unknown)	3
13	End-to-end mid-term load forecasting framework based on multi-channel technique and time-frequency domain fusion 2025 ·Applied Soft Computing ·(unknown), Zhirui Tian	1
14	Unlocking few-shot wind speed prediction through a novel end-to-end transfer learning paradigm based on decomposition and gating information fusion 2025 ·Engineering Applications of Artificial Intelligence ·X. Dong, Zhirui Tian	0
15	Football team training algorithm: A novel sport-inspired meta-heuristic optimization algorithm for global optimization breakdown → 2024 ·Expert Systems with Applications ·Zhirui Tian, (unknown)	83
16	CNNs-Transformer based day-ahead probabilistic load forecasting for weekends with limited data availability breakdown → 2024 ·Energy ·Zhirui Tian, Weican Liu, (unknown), Chenye Wu	61
17	Solving few-shot problem in wind speed prediction: A novel transfer strategy based on decomposition and learning ensemble 2024 ·Applied Energy ·Yang Sun, Zhirui Tian	12
18	A hybrid load forecasting system based on data augmentation and ensemble learning under limited feature availability 2024 ·Expert Systems with Applications ·Qing Yang, Zhirui Tian	9
19	A novel hybrid wind speed prediction framework based on multi-strategy improved optimizer and new data pre-processing system with feedback mechanism 2023 ·Energy ·Zhirui Tian, (unknown)	18
20	A wind speed prediction system based on new data preprocessing strategy and improved multi-objective optimizer 2023 ·Renewable Energy ·Zhirui Tian, Jiyang Wang	26

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.

Explore authors with similar magnitude of impact