Lin Fan

A systematic method for the analysis of energy supply reliability in complex Integrated Energy Systems considering uncertainties of renewable energies, demands and operations

Huai Su, Enrico Zio, Jinjun Zhang et al. · Journal of Cleaner Production · 2020 · 84 citations

Renewable Energies, Distributed Energy System, Reliability Engineering +11

A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency

Huai Su, Enrico Zio, Jinjun Zhang et al. · Computers & Chemical Engineering · 2019 · 82 citations

Engineering, Industrial Engineering, Energy Management +9

A systematic method for the optimization of gas supply reliability in natural gas pipeline network based on Bayesian networks and deep reinforcement learning

Lin Fan, Huai Su, Wei Wang et al. · Reliability Engineering & System Safety · 2022 · 82 citations

Artificial Intelligence, Model Optimization, Engineering +10

Data-driven reliability assessment method of Integrated Energy Systems based on probabilistic deep learning and Gaussian mixture Model-Hidden Markov Model

Lixun Chi, Huai Su, Enrico Zio et al. · Renewable Energy · 2021 · 68 citations

Reliability Engineering, Engineering, Machine Learning +12

Nonparametric Probabilistic Forecasting for Wind Power Generation Using Quadratic Spline Quantile Function and Autoregressive Recurrent Neural Network

Ke Wang, Yao Zhang, Lin Fan et al. · IEEE Transactions on Sustainable Energy · 2022 · 60 citations

Forecasting Methodology, Nonparametric Probabilistic Forecasting, Probabilistic Forecasting +13