Z. Zhen

发表

Image phase shift invariance based cloud motion displacement vector calculation method for ultra-short-term solar PV power forecasting

J. Catalão, B. Hodge, M. Shafie‐khah, 2018 .

A minutely solar irradiance forecasting method based on real-time sky image-irradiance mapping model

J. Catalão, M. Shafie‐khah, Fei Wang, 2020, Energy Conversion and Management.

Wind process pattern forecasting based ultra-short-term wind speed hybrid prediction

N. Duić, Shuang Tong, Z. Zhen, 2022, Energy.

Cloud identification model for sky images based on Otsu

Fei Wang, Hongbin Sun, Chun Liu, 2015 .

Optimal Bidding Strategy for Maximizing the Profit of Aggregator Considering Energy Storage and Demand Response

Fei Wang, Z. Zhen, Kangping Li, 2019, 2019 IEEE Sustainable Power and Energy Conference (iSPEC).

Optimal Bidding Strategy of Demand Response Aggregator Based On Customers’ Responsiveness Behaviors Modeling Under Different Incentives

J. Catalão, M. Shafie‐khah, Junjie Hu, 2021, IEEE Transactions on Industry Applications.

Optimal Bidding Strategy of an Aggregator Based on Customers’ Responsiveness Behaviors Modeling

J. Catalão, M. Shafie‐khah, Fei Wang, 2020, 2020 IEEE Industry Applications Society Annual Meeting.

Ultra-Short-Term Solar PV Power Forecasting Method Based on Frequency-Domain Decomposition and Deep Learning

J. Catalão, M. Shafie‐khah, Fei Wang, 2020, 2020 IEEE Industry Applications Society Annual Meeting.

A cloud displacement estimation approach for sky images based on phase correlation theory

Nicholas A. Engerer, Zengqiang Mi, Z. Zhen, 2016, 2016 IEEE International Conference on Power System Technology (POWERCON).

Cloud Feature Extraction and Fluctuation Pattern Recognition Based Ultrashort-Term Regional PV Power Forecasting

Z. Zhen, Hui Ma, H. Ren, 2022, IEEE Transactions on Industry Applications.

Dynamic spatio-temporal correlation and hierarchical directed graph structure based ultra-short-term wind farm cluster power forecasting method

N. Duić, Z. Zhen, Yagang Zhang, 2022, Applied Energy.

Wind Process Pattern Forecasting Based Ultra-Short-Term Wind Speed Hybrid Prediction

N. Duić, Shuang Tong, Z. Zhen, 2022, SSRN Electronic Journal.

Data Center Aggregators’ Optimal Bidding and Benefit Allocation Strategy Considering the Spatiotemporal Transfer Characteristics

Fei Wang, Z. Zhen, Kangping Li, 2021, IEEE Transactions on Industry Applications.

Ultra-short-term solar PV power forecasting based on cloud displacement vector using multi-channel satellite and NWP data

Z. Zhen, S. Mei, Xuemin Zhang, 2021, 2021 40th Chinese Control Conference (CCC).

Wavelet Decomposition and Convolutional LSTM Networks Based Improved Deep Learning Model for Solar Irradiance Forecasting

Jie Li, Zhao Zhen, Kangping Li, 2018, Applied Sciences.

Numerical weather prediction enhanced wind power forecasting: Rank ensemble and probabilistic fluctuation awareness

Z. Zhen, S. Mei, Chenyu Liu, 2022, Applied Energy.

A Minutely Solar Irradiance Forecasting

M. Shafie‐khah, Fei Wang, Z. Zhen, 2020 .

Sky Image Prediction Model Based on Convolutional Auto-Encoder for Minutely Solar PV Power Forecasting

Miadreza Shafie-Khah, João P. S. Catalão, Payman Dehghanian, 2021, IEEE Transactions on Industry Applications.

Convolutional Auto-encoder Based Sky Image Prediction Model for Minutely Solar PV Power Forecasting

J. Catalão, M. Shafie‐khah, P. Dehghanian, 2020, 2020 IEEE Industry Applications Society Annual Meeting.

Deep Learning Based Surface Irradiance Mapping Model for Solar PV Power Forecasting Using Sky Image

Zhao Zhen, Tieqiang Wang, Xiaoxing Lu, 2020, IEEE Transactions on Industry Applications.

Solar irradiance feature extraction and support vector machines based weather status pattern recognition model for short-term photovoltaic power forecasting

Guang Yang, Zhao Zhen, Hongbin Sun, 2015 .

Optimal Graph Structure Based Short-Term Solar PV Power Forecasting Method Considering Surrounding Spatio-Temporal Correlations

Nian Liu, Z. Zhen, Meng Zhang, 2023, IEEE Transactions on Industry Applications.

Fluctuation pattern recognition based ultra-short-term wind power probabilistic forecasting method

Zengqiang Mi, Z. Zhen, Yu Li, 2022, Energy.

Comparative Study on KNN and SVM Based Weather Classification Models for Day Ahead Short Term Solar PV Power Forecasting

Fei Wang, Zengqiang Mi, Bo Wang, 2017 .

SVM based cloud classification model using total sky images for PV power forecasting

Fei Wang, Bo Wang, Jing Lu, 2015, 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT).

Decomposition-Accumulation Principle-Based Monthly Electricity Consumption Forecasting Approach Using EMD-XGBoost Hybrid Model

Zhao Zhen, Fei Wang, Kangping Li, 2019, 2019 IEEE Sustainable Power and Energy Conference (iSPEC).

A satellite image data based ultra-short-term solar PV power forecasting method considering cloud information from neighboring plant

Shengwei Mei, Neven Duić, Xuemin Zhang, 2022, Energy.

An ultra-short-term wind speed forecasting model based on time scale recognition and dynamic adaptive modeling

Shengwei Mei, Joao P. S. Catalao, Xuemin Zhang, 2022 .

Adaptive Optimal Greedy Clustering-Based Monthly Electricity Consumption Forecasting Method

J. Catalão, M. Fotuhi‐Firuzabad, P. Dehghanian, 2022, IEEE Transactions on Industry Applications.

A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework

Zhao Zhen, Tieqiang Wang, Fei Wang, 2020 .

Multi-level wavelet decomposition based day-ahead solar irradiance forecasting

Zheng Wang, Fei Wang, Hui Ren, 2018, 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT).

Research on short-term module temperature prediction model based on BP neural network for photovoltaic power forecasting

Bo Wang, Jing Lu, Zengqiang Mi, 2015, 2015 IEEE Power & Energy Society General Meeting.

Frequency-Domain Decomposition and Deep Learning Based Solar PV Power Ultra-Short-Term Forecasting Model

Liangzhong Yao, João P. S. Catalão, Miadreza Shafie-khah, 2021, IEEE Transactions on Industry Applications.

Ultra-Short-Term Regional PV Power Forecasting Based on Fluctuation Pattern Recognition with Satellite Images

Fei Wang, Z. Zhen, H. Ren, 2020, 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS).

Image phase shift invariance based multi-transform-fusion method for cloud motion displacement calculation using sky images

Zhao Zhen, Fei Wang, Neven Duić, 2019, Energy Conversion and Management.

Pattern Classification and PSO Optimal Weights Based Sky Images Cloud Motion Speed Calculation Method for Solar PV Power Forecasting

Miadreza Shafie-Khah, João P. S. Catalão, Zhao Zhen, 2018, 2018 IEEE Industry Applications Society Annual Meeting (IAS).

Research on a cloud image forecasting approach for solar power forecasting

Fei Wang, Zheng Wang, Zhao Zhen, 2017 .

NWP Feature Selection and GCN-based Ultra-short-term Wind Farm Cluster Power Forecasting Method

Z. Zhen, Fei Wang, Honglai Xu, 2022, 2022 IEEE Industry Applications Society Annual Meeting (IAS).

Graph Neural Network-Based Wind Farm Cluster Speed Prediction

Fei Wang, Z. Zhen, Jiaming Liu, 2020, 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS).

Deep Learning Based Visualized Wind Speed Matrix Forecasting Model for Wind Power Forecasting

Fei Wang, Z. Zhen, Jiaming Liu, 2020, 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS).

An Iterative Dynamic Ensemble Weighting Approach for Ultra-short-term Wind Power Prediction

Fei Wang, Z. Zhen, Bo Wang, 2020, 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS).

Ultra-Short-Term Wind Power Forecasting Based on Fluctuation Pattern Clustering and Prediction

Zengqiang Mi, Fei Wang, Z. Zhen, 2020, 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS).

Ultra-Short-Term Wind Power Forecasting Model Based on Time-Section Fusion and Pattern Classification

Zhao Zhen, Yu Li, Fei Wang, 2020, 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia).

Neural Network Based Irradiance Mapping Model of Solar PV Power Forecasting Using Sky Image

João P. S. Catalão, Yajing Gao, Miadreza Shafie-khah, 2018, 2018 IEEE Industry Applications Society Annual Meeting (IAS).

Graph Neural Network based Short-term Solar Irradiance Forcasting Model Considering Surrounding Meteorological Factors

Z. Zhen, Meng Zhang, Fei Wang, 2022, 2022 IEEE/IAS 58th Industrial and Commercial Power Systems Technical Conference (I&CPS).

Ultra-short-term Power Forecasting of Wind Farm Cluster Based on Spatio-temporal Graph Neural Network Pattern Prediction

Z. Zhen, Hongjun Zhao, Fei Wang, 2022, 2022 IEEE Industry Applications Society Annual Meeting (IAS).

Prediction Interval Estimation and Deterministic Forecasting Model Using Ground-Based Sky Image

Z. Zhen, Hui Ma, Yagang Zhang, 2023, IEEE Transactions on Industry Applications.

Optimal Bidding Strategy for Data Center Aggregators Considering Spatio-Temporal Transfer Characteristics

Zhao Zhen, Tieqiang Wang, Fei Wang, 2020, 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia).

Surface Irradiance Distribution Mapping Model for Photovoltaic Power Station Based on Ground-based Sky Images

Zhao Zhen, Tieqiang Wang, Fei Wang, 2020, 2020 IEEE/IAS 56th Industrial and Commercial Power Systems Technical Conference (I&CPS).

A Baseline Load Estimation Approach for Residential Customer based on Load Pattern Clustering

Fei Wang, Zheng Wang, Bo Wang, 2017 .

Adaptive Feature Selection and GCN With Optimal Graph Structure-Based Ultra-Short-Term Wind Farm Cluster Power Forecasting Method

Z. Zhen, Fei Wang, Honglai Xu, 2024, IEEE Transactions on Industry Applications.

Pattern Classification and PSO Optimal Weights Based Sky Images Cloud Motion Speed Calculation Method for Solar PV Power Forecasting

João P. S. Catalão, Miadreza Shafie-khah, Zhao Zhen, 2019, IEEE Transactions on Industry Applications.

Improvement of Renewable Power Forecasting Indicators Based on System Flexibility

João P. S. Catalão, Miadreza Shafie-khah, Zhao Zhen, 2021, 2021 IEEE Industry Applications Society Annual Meeting (IAS).