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Tao Zhang

National University of Defense Technology

Changsha Hunan, 410073

China

SCHOLARLY PAPERS

11

DOWNLOADS

551

TOTAL CITATIONS

1

Scholarly Papers (11)

A Flexible Battery Capacity Estimation Method Based on Partial Voltage Curves and Polynomial Fitting

Number of pages: 29 Posted: 19 Jan 2023
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology - College of Systems Engineering, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology
Downloads 55 (1,038,620)

Abstract:

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Lithium-ion battery, capacity estimation, partial voltage curve, polynomial parameters

A Flexible Battery Capacity Estimation Method Based on Partial Voltage Curves and Polynomial Fitting

Number of pages: 30 Posted: 25 Aug 2022
National University of Defense Technology, National University of Defense Technology - College of Systems Engineering, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology
Downloads 48 (1,107,422)

Abstract:

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Lithium-ion battery, capacity estimation, partial voltage curve, polynomial parameters

A Multi-Strategy Local Search Memetic Algorithm for Multimodal Traveling Salesman Problem

Number of pages: 17 Posted: 14 Oct 2025
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and Tsinghua University
Downloads 51 (1,072,374)

Abstract:

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Multimodal optimization, Traveling salesman problem, memetic algorithm, Evolutionary Computation, Local search, Real-world application

A Multi-Strategy Local Search Memetic Algorithm for Multimodal Traveling Salesman Problem

Number of pages: 17 Posted: 15 Oct 2025
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and Tsinghua University
Downloads 25 (1,430,393)

Abstract:

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Multimodal optimization, Traveling salesman problem, memetic algorithm, Evolutionary Computation, Local search, Real-world application

A Multi-Strategy Local Search Memetic Algorithm for Multimodal Traveling Salesman Problem

Number of pages: 17 Posted: 15 Oct 2025
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and Tsinghua University
Downloads 24 (1,445,011)

Abstract:

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Multimodal optimization, Traveling salesman problem, memetic algorithm, Evolutionary Computation, Local search, Real-world application

3.

Collaborative Optimization of Multi-Energy Multi-Microgrid System a Hierarchical Trust-Region Multi-Agent Reinforcement Learning Approach

Number of pages: 23 Posted: 29 Feb 2024
Hunan University of Technology and Business, Hunan University of Technology and Business, Hunan University of Technology and Business, Hunan University of Technology and Business, Hunan University of Technology and Business, Hunan University of Technology and Business and National University of Defense Technology
Downloads 85 (790,029)

Abstract:

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Multi-microgrid system, Integrated multi-energy network, Collaboration optimization, Flexible retraining mechanism, Hierarchical multi-agent reinforcement learning

4.

An Evolutionary Algorithm Based on Fully Connected Weight Networks for Mixed-Variable Multiobjective Optimization

Number of pages: 21 Posted: 29 Jun 2023
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and Tsinghua University
Downloads 65 (924,743)
Citation 1

Abstract:

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Mixed-variable, Multiobjective optimization, Evolutionary algorithms, Estimation distribution algorithm.

5.

Internal Temperature Sensing for Lithium-Ion Battery Under Ultrahigh-Rate Discharge Conditions Using Physics-Informed Neural Network

Number of pages: 80 Posted: 09 Jul 2025
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology - College of Systems Engineering
Downloads 46 (1,183,237)

Abstract:

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Internal temperature sensing, Cylindrical lithium-ion battery, Self-adaptive multi-magnitude physics-informed neural network, Ultrahigh-rate discharge

6.

A Novel Multi-Objective Evolutionary Algorithm For  Day-Ahead Generation Scheduling of Integrated Cooling, Heating, and Power Energy Systems

Number of pages: 19 Posted: 05 Aug 2024
nanjiang dong, Tao Zhang and Rui Wang
National University of Defense Technology, National University of Defense Technology and National University of Defense Technology
Downloads 42 (1,157,785)

Abstract:

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Integrated energy systems, Day-ahead scheduling, Multi-objective optimization, Semicontinuous variables, Constrained optimization

7.

An Ensemble Learning Prognostic Method for Capacity Estimation of a Lithium-Ion Battery Based on the V-Iowga Operator

Number of pages: 32 Posted: 13 Nov 2021
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology - College of Systems Engineering
Downloads 42 (1,170,409)

Abstract:

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Ensemble learning, Lithium-ion Battery, Capacity estimation, Incremental capacity analysis (ICA), Induced ordered weighted geometric averaging (IOWGA) operator

8.

PlatMetaX: A Comprehensive Platform for Multi-learning-paradigm Assisted Meta-Black-Box Optimization

Number of pages: 33 Posted: 09 Dec 2025
Xu Yang, Rui Wang, Kaiwen Li, Wenhua Li and Tao Zhang
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology
Downloads 35 (1,249,711)

Abstract:

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meta-black-box optimization, Reinforcement learning, Supervised learning, evolutionary learning, Evolutionary Computation

9.

State-of-health estimation of lithium-ion batteries using end-of-charge features with cross-domain validation

Number of pages: 31 Posted: 26 Mar 2026
National University of Defense Technology, National University of Defense Technology, affiliation not provided to SSRN, National University of Defense Technology and National University of Defense Technology - College of Systems Engineering
Downloads 14 (1,526,714)

Abstract:

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lithium-ion battery, End-of-charge features, State-of-health estimation, Transfer learning, Interpretable machine learning

10.

Autonomous Formation for Post-disaster Multi-Microgrid Via Multi-Agent Reinforcement Learning

Number of pages: 16 Posted: 13 Feb 2026
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology
Downloads 10 (1,548,648)

Abstract:

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Deep reinforcement learning, Multi-microgrid, Power system resilience, Load recovery

11.

High-Precision Mapping of Non-Uniform SOC Distribution inside Lithium-Ion Batteries via Multi-Dimensional Ultrasound Features and Physics-Informed Deep Learning

Number of pages: 43 Posted: 20 May 2026
National University of Defense Technology, National University of Defense Technology, affiliation not provided to SSRN, National University of Defense Technology, National University of Defense Technology - College of Systems Engineering and National University of Defense Technology
Downloads 9 (1,555,090)

Abstract:

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Non-uniform SOC distribution, Ultrasonic detection, Multi-channel neural network, Physics-Informed Deep Learning