Get started
Author

Lin Fan

Recent advances in intra-hour solar forecasting: A review of ground-based sky image methods
2022 · Fan Lin, Yao Zhang, et al. · International Journal of Forecasting · 128
A systematic method for the analysis of energy supply reliability in complex Integrated Energy Systems considering uncertainties of renewable energies, demands and operations
2020 · Huai Su, Enrico Zio, et al. · Journal of Cleaner Production · 118
A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency
2019 · Huai Su, Enrico Zio, et al. · Computers & Chemical Engineering · 112
Data-driven reliability assessment method of Integrated Energy Systems based on probabilistic deep learning and Gaussian mixture Model-Hidden Markov Model
2021 · Lixun Chi, Huai Su, et al. · Renewable Energy · 92
A systematic method for the optimization of gas supply reliability in natural gas pipeline network based on Bayesian networks and deep reinforcement learning
2022 · Lin Fan, Huai Su, et al. · Reliability Engineering & System Safety · 90
An integrated, systematic data-driven supply-demand side management method for smart integrated energy systems
2021 · Huai Su, Lixun Chi, et al. · Energy · 81
Nonparametric Probabilistic Forecasting for Wind Power Generation Using Quadratic Spline Quantile Function and Autoregressive Recurrent Neural Network
2022 · Ke Wang, Yao Zhang, et al. · IEEE Transactions on Sustainable Energy · 70
A data-driven approach to anomaly detection and vulnerability dynamic analysis for large-scale integrated energy systems
2021 · Li Zhang, Huai Su, et al. · Energy Conversion and Management · 63
A deep reinforcement learning-based method for predictive management of demand response in natural gas pipeline networks
2021 · Lin Fan, Huai Su, et al. · Journal of Cleaner Production · 58
Parametric Probabilistic Forecasting of Solar Power With Fat-Tailed Distributions and Deep Neural Networks
2022 · Fan Lin, Yao Zhang, et al. · IEEE Transactions on Sustainable Energy · 41
Supply resilience assessment of natural gas pipeline network systems
2022 · Zhaoming Yang, Huai Su, et al. · Journal of Cleaner Production · 39
A systematic framework for the assessment of the reliability of energy supply in Integrated Energy Systems based on a quasi-steady-state model
2022 · Lixun Chi, Huai Su, et al. · Energy · 39
PDF
Robustness of Short-Term Wind Power Forecasting against False Data Injection Attacks
2020 · Yao Zhang, Fan Lin, et al. · Energies · 34
PDF
Short-Term Probabilistic Forecasting for Regional PV Power Based on Convolutional Graph Neural Network and Parameter Transferring
2024 · Fan Lin, Yao Zhang, et al. · IEEE Transactions on Power Systems · 17
Supply reliability-driven joint optimization of maintenance and spare parts inventory in a gas pipeline system
2023 · Lin Fan, Huai Su, et al. · Gas Science and Engineering · 17
Integrated Deterministic and Probabilistic Safety Analysis of Integrated Energy Systems with bi-directional conversion
2020 · Lixun Chi, Huai Su, et al. · Energy · 15
Spatio-temporal prediction of total energy consumption in multiple regions using explainable deep neural network
2024 · Shiliang Peng, Lin Fan, et al. · Energy · 12
Enhanced Method for Emergency Scheduling of Natural Gas Pipeline Networks Based on Heuristic Optimization
2023 · Qi Xiang, Zhaoming Yang, et al. · Sustainability · 12
PDF
A graph structure feature-based framework for the pattern recognition of the operational states of integrated energy systems
2022 · Li Zhang, Huai Su, et al. · Expert Systems with Applications · 11
A dynamic graph convolutional network-based framework for the unsteady operating states recognition of multi-product pipeline systems
2024 · Li Zhang, Lin Fan, et al. · Engineering Applications of Artificial Intelligence · 7
Regional Wind Power Forecasting Based on Hierarchical Clustering and Upscaling Method
2021 · Ke Wang, Yao Zhang, et al. · Asia Energy and Electrical Engineering Symposium (AEEES) · 5
A Two-Stage Ensemble Learning Framework for Short-Term Nonparametric Probabilistic Photovoltaic Power Forecasting Integrating Multi-Source Numerical Weather Predictions
2025 · Hanting Zhao, Yao Zhang, et al. · IEEE Transactions on Power Systems · 4
The research on modeling and simulation of crude oil output prediction based on KPCA-DE-SVM
2017 · Hongtao Hu, Lin Fan, et al. · IEEE International Conference on Computational Intelligence and Applications (ICCIA) · 4
Deep learning-based multi-task prediction of response to neoadjuvant chemotherapy using multiscale whole slide images in breast cancer: A multicenter study
2025 · Qin Wang, Feng Zhao, et al. · Chinese Journal of Cancer Research · 3
A Multi-Objective Forecasting of Renewable Energy Generation Based on Embedding and Decomposition with Mmoe
2024 · Fei Luo, Lin Fan, et al. · SSRN Electronic Journal · 2
Works count: 43
Citation count: 1,082
H-index: 15
I10-index: 19
Year
Topic
Type