Mengzheng Lv

Multivariate selection-combination short-term wind speed forecasting system based on convolution-recurrent network and multi-objective chameleon swarm algorithm

Jianzhou Wang, Mengzheng Lv, Zhiwu Li et al. · Expert Systems with Applications · 2022 · 86 citations

Forecasting Methodology, Numerical Weather Prediction, Engineering +6

Point and interval prediction for non-ferrous metals based on a hybrid prediction framework

Jianzhou Wang, Xinsong Niu, Linyue Zhang et al. · Resources Policy · 2021 · 42 citations

Materials Science, Materials Engineering, Non-ferrous Metals +8

A newly combination model based on data denoising strategy and advanced optimization algorithm for short-term wind speed prediction

Mengzheng Lv, Jianzhou Wang, Xinsong Niu et al. · Journal of Ambient Intelligence and Humanized Computing · 2022 · 35 citations

Meteorology, Numerical Weather Prediction, Engineering +11

Novel deterministic and probabilistic combined system based on deep learning and self-improved optimization algorithm for wind speed forecasting

Mengzheng Lv, Jing Li, Xinsong Niu et al. · Sustainable Energy Technologies and Assessments · 2022 · 29 citations

Speed Forecasting, Self-improved Optimization Algorithm, Probabilistic Forecasting +10

Developing a hybrid system for stock selection and portfolio optimization with many-objective optimization based on deep learning and improved NSGA-III

Mengzheng Lv, Jianzhou Wang, Shuai Wang et al. · Information Sciences · 2024 · 28 citations

Portfolio Optimization, Engineering, Machine Learning +9