Maolin Shi

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fast Dual-Space Model Predictive Current Control of Five-Phase Flux-Intensifying IPM Motor With Adaptive Third-Harmonic Injection.
IEEE Trans. Ind. Electron.
Li Zhang, Xianwei Wang, Xiaoyong Zhu, Maolin Shi, Wen-Hua Chen
2025 J jnl
A Collaborative Design of Fault Tolerance and Flux Intensifying Effect to Effectively Improve High Reliability of the PM Drive System.
IEEE Trans. Ind. Electron.
Li Zhang, Sisi Deng, Chenhan Zhang, Xiaoyong Zhu, Maolin Shi
2025 J jnl
A novel dual-channel deep neural network for tunnel boring machine slurry circulation system data prediction.
Adv. Eng. Softw.
Rui Zhu, Qingchao Sun, Xuezhi Han, Huqiang Wang, Maolin Shi
2025 J jnl
An Undersampling Method Based on Spatial Distance and Output Change for Computational Cost Reduction of Regression Models of Engineering Data.
IEEE Trans. Ind. Informatics
Maolin Shi, Rui Zhu, Li Zhang, Chaoyong Zong, Qingchao Sun, Zhongqiang Zhang
2024 J jnl
A hierarchical surrogate assisted optimization algorithm using teaching-learning-based optimization and differential evolution for high-dimensional expensive problems.
Appl. Soft Comput.
Jian Zhang, Muxi Li, Xinxin Yue, Xiaojuan Wang, Maolin Shi
2024 J jnl
Modeling and control methods of a multi-parameter system for threshing and cleaning in grain combine harvesters.
Comput. Electron. Agric.
Li Yang, Xu Li zhang, Yaoming Li, Lv Liya, Maolin Shi
2022 J jnl
A Study of Support Vector Regression-Based Fuzzy
J. Adv. Comput. Intell. Intell. Informatics
Maolin Shi, Zihao Wang
2022 J jnl
A fuzzy clustering algorithm based on hybrid surrogate model.
J. Intell. Fuzzy Syst.
Maolin Shi, Zihao Wang, Lizhang Xu
2022 J jnl
A multivariate time series segmentation algorithm for analyzing the operating statuses of tunnel boring machines.
Knowl. Based Syst.
Yong Pang, Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
2022 J jnl
Efficient reliability analysis using prediction-oriented active sparse polynomial chaos expansion.
Reliab. Eng. Syst. Saf.
Jian Zhang, Weijie Gong, Xinxin Yue, Maolin Shi, Lei Chen
2022 J jnl
PR-FCM: A polynomial regression-based fuzzy C-means algorithm for attribute-associated data.
Inf. Sci.
Yong Pang, Maolin Shi, Liyong Zhang, Xueguan Song, Wei Sun
2022 J jnl
Recognition methods of threshing load conditions based on machine learning algorithms.
Comput. Electron. Agric.
Zheng Ma, Sheng Jiang, Yaoming Li, Lizhang Xu, Yongle Zhu, Maolin Shi, Souleymane N. Traore
2021 J jnl
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods.
CoRR
Xianjie Gao, Xueguan Song, Maolin Shi, Chao Zhang, Hongwei Zhang
2020 J jnl
A fuzzy c-means algorithm based on the relationship among attributes of data and its application in tunnel boring machine.
Knowl. Based Syst.
Maolin Shi, Tianci Zhang, Liyong Zhang, Wei Sun, Xueguan Song
2019 J jnl
A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data.
IEEE Access
Junhong Zhao, Maolin Shi, Gang Hu, Xueguan Song, Chao Zhang, Dacheng Tao, Wei Wu
2019 J jnl
A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine.
Knowl. Based Syst.
Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
2019 J jnl
A support vector regression-based multi-fidelity surrogate model.
CoRR
Maolin Shi, Shuo Wang, Wei Sun, Liye Lv, Xueguan Song
2019 J jnl
High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes.
CoRR
Maolin Shi, Wei Sun, Xueguan Song, Hongyou Li
2018 J jnl
Geology prediction based on operation data of TBM: comparison between deep neural network and statistical learning methods.
CoRR
Maolin Shi, Xueguan Song, Wei Sun