Wenwen Lin

Ningbo University — China

Engineering · Physical Sciences

10h-index650citations34works0.62yr avg
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Research Topics

Manufacturing Process and Optimization(10), Scheduling and Optimization Algorithms(9), Advanced Manufacturing and Logistics Optimization(5), Energy Efficiency and Management(5), Supply Chain and Inventory Management(4)

Publications34 total

Solving the stochastic-demand capacitated lot-sizing problem using proximal policy optimization in continuous action spaces
Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture·2026
Interpretable prediction of creep life for nickel-based single crystal superalloys integrating physical metallurgy knowledge with an enhanced graph attention network
Physical Review Materials·2026
Flexible Job Shop Scheduling Optimization for Air Conditioner Assembly Using DDQN with Prioritized Experience Replay
Smart innovation, systems and technologies·2026
Few-shot injection molding quality prediction method integrating deep transfer and multi-task learning
The International Journal of Advanced Manufacturing Technology·2025· 1 cited
CFD simulation of multifluid mixing and structure optimization of rotating liquid film reactor for magnesium hydroxide production
Chemical Engineering Journal·2025· 1 citedOpen Access
Anomaly detection in injection-molded products under data imbalance and fuzzy boundaries
Journal of Mechanical Science and Technology·2025· 1 cited
Demographic and psychological factors for interpersonal civility in Mainland China
Discover Psychology·2025Open Access
Optimization of Pull-Based Replenishment Strategy for Buffer in Tobacco Warehouse Logistics System
International Journal of Reliability Quality and Safety Engineering·2025
Deep Reinforcement Learning-based Scheduling Optimization Research on Air Conditioner Two-Device Workshop
2025
A linear degradation model-based remaining useful life prediction framework of supercapacitors considering non-consistency of degradation trends
Engineering Research Express·2025
Phase structure prediction of high-entropy carbide ceramics based on two-stage data enhancement
Journal of the Australian Ceramic Society·2025· 1 cited
Reward shaping based D3QN algorithm for solving capacitated lot-sizing problem with stochastic demand
Engineering Research Express·2025
Author response for "Reward Shaping Based D3QN Algorithm for Solving Capacitated Lot-Sizing Problem with Stochastic Demand"
2025
Author response for "Reward Shaping Based D3QN Algorithm for Solving Capacitated Lot-Sizing Problem with Stochastic Demand"
2025
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies
Advanced Engineering Informatics·2025· 6 cited
A Linear Degradation Model-Based Remaining Useful Life Prediction Framework of Supercapacitors Considering Non-Consistency of Degradation Trends
SSRN Electronic Journal·2024· 1 citedOpen Access
A Rollout Heuristic-Reinforcement Learning Hybrid Algorithm for Disassembly Sequence Planning with Uncertain Depreciation Condition and Diversified Recovering Strategies
SSRN Electronic Journal·2024Open Access
A two-stage online remaining useful life prediction framework for supercapacitors based on the fusion of deep learning network and state estimation algorithm
Engineering Applications of Artificial Intelligence·2023· 31 cited
State of Health Estimation for Supercapacitors Based on Deep Learning Networks and Bayesian Optimization
SSRN Electronic Journal·2022Open Access
Integrated Production and Maintenance Planning for Flow Line Systems
Transactions of FAMENA·2020· 2 citedOpen Access
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Frequent Co-authors

Chaoyong Zhang(10), Wei Xiang(9), Yuejun Zhang(8), Sanqiang Zhang(4), Yaping Ren(4), Guangdong Tian(4), Leilei Meng(4), Xinyu Shao(4), Xiaoqiang Deng(4), Shengqiang Liu(3), Huaizhi Zhang(3), Yue‐Jun Zhang(3), D.Y. Yu(2), Yuhui Tian(2), Zhanpeng Xie(2), Luo Min(2), Daoyuan Yu(2), Gongmao Lou(2), Zhehao Xu(2), Yanzi Zhang(2)