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Journal Articles

A Decentralized Multi-Agent Path Planning Approach Based on Imitation Learning and Selective Communication

Bohan Feng, Youyi Bi, Mian Li, Liyong Lin
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 084501.
Paper No: JCISE-23-1372
https://doi.org/10.1115/1.4065167
Published Online: April 16, 2024
View Article titled, A Decentralized Multi-Agent Path Planning Approach Based on Imitation Learning and Selective Communication
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Topics: Algorithms, Mobile robots, Path planning, Robots, Convolutional neural networks, Density
Journal Articles

TCN-GAWO: Genetic Algorithm Enhanced Weight Optimization for Temporal Convolutional Network

Shuhuai Gu, Qi Xi, Jing Wang, Peizhen Qiu, Mian Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101703.
Paper No: MD-23-1269
https://doi.org/10.1115/1.4064809
Published Online: March 5, 2024
View Article titled, TCN-GAWO: Genetic Algorithm Enhanced Weight Optimization for Temporal Convolutional Network
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Topics: Genetic algorithms, Optimization, Time series, Weight (Mass), Artificial neural networks, Lubrication
Proceedings Papers

A Decentralized Multi-Agent Path Planning Approach Based on Imitation Learning and Global Static Feature Extraction

Bohan Feng, Youyi Bi, Mian Li, Liyong Lin
Proc. ASME. IMECE2023, Volume 6: Dynamics, Vibration, and Control, V006T07A072, October 29–November 2, 2023
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2023-113113
https://doi.org/10.1115/IMECE2023-113113
View Paper titled, A Decentralized Multi-Agent Path Planning Approach Based on Imitation Learning and Global Static Feature Extraction
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Topics: Feature extraction, Path planning
Journal Articles

Data-Driven Sensor Selection for Signal Estimation of Vertical Wheel Forces in Vehicles

Xueke Zheng, Ying Wang, Le Wang, Runze Cai, Mian Li, Yu Qiu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031010.
Paper No: JCISE-22-1138
https://doi.org/10.1115/1.4055514
Published Online: December 9, 2022
View Article titled, Data-Driven Sensor Selection for Signal Estimation of Vertical Wheel Forces in Vehicles
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Topics: Sensors, Wheels, Vehicles, Fittings, Optimization
Journal Articles

Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain

Xueke Zheng, Cheng Zhuang, Shuixin Xiao, Yu Qiu, Jun Zhang, Mian Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021003.
Paper No: JCISE-21-1442
https://doi.org/10.1115/1.4054306
Published Online: May 17, 2022
View Article titled, Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain
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Topics: Accelerometers, Impulse (Physics), Signals, Vehicles, Roads, Linear systems
Journal Articles

A Circle Intersection Method for Bi-Objective Optimization

Jianhua Zhou, Mian Li, Xiaojin Fu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061004.
Paper No: JCISE-20-1155
https://doi.org/10.1115/1.4050471
Published Online: May 13, 2021
View Article titled, A Circle Intersection Method for Bi-Objective Optimization
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Topics: Optimization, Pareto optimization
Journal Articles

Low-Cycle Fatigue Lifetime Estimation and Predictive Maintenance for a Gas Turbine Compressor Vane Carrier Under Varying Operating Conditions

Zixi Han, Zixian Jiang, Sophie Ehrt, Mian Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2021, 143(7): 072003.
Paper No: MD-20-1630
https://doi.org/10.1115/1.4049968
Published Online: April 8, 2021
View Article titled, Low-Cycle Fatigue Lifetime Estimation and Predictive Maintenance for a Gas Turbine Compressor Vane Carrier Under Varying Operating Conditions
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Topics: Algorithms, Cycles, Damage, Engines, Gas turbines, Low cycle fatigue, Maintenance, Statistical distributions, Stress, Compressors
Journal Articles

An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions

Tingting Xia, Mian Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041010.
Paper No: JCISE-20-1200
https://doi.org/10.1115/1.4049996
Published Online: February 23, 2021
View Article titled, An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions
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Topics: Optimization, Robustness, Uncertainty, Design, Pareto optimization
Proceedings Papers

Modeling Odor Optimization of Vehicles Based on Data-Driven Goal Programming

Linzao Hou, Jun Zhang, Mian Li, Ruixiang Zheng
Proc. ASME. IMECE2020, Volume 6: Design, Systems, and Complexity, V006T06A001, November 16–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2020-23519
https://doi.org/10.1115/IMECE2020-23519
View Paper titled, Modeling Odor Optimization of Vehicles Based on Data-Driven Goal Programming
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Topics: Computer programming, Modeling, Optimization, Vehicles, Design, Engineers, Mass spectrometers, Organic compounds, Trains
Proceedings Papers

Quantification of Low-Cycle Fatigue Life for a Gas Turbine Compressor Vane Carrier Under Varying Operating Conditions

Zixi Han, Zixian Jiang, Sophie Ehrt, Mian Li
Proc. ASME. GT2020, Volume 10B: Structures and Dynamics, V10BT28A002, September 21–25, 2020
Publisher: American Society of Mechanical Engineers
Paper No: GT2020-14384
https://doi.org/10.1115/GT2020-14384
View Paper titled, Quantification of Low-Cycle Fatigue Life for a Gas Turbine Compressor Vane Carrier Under Varying Operating Conditions
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Topics: Compressors, Gas turbines, Low cycle fatigue
Proceedings Papers

An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions

Tingting Xia, Mian Li
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A040, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22155
https://doi.org/10.1115/DETC2020-22155
View Paper titled, An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions
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Topics: Optimization, Robustness
Journal Articles

Theoretical Analysis on Sequential Multidisciplinary Design Optimization Architecture

Ruixiang Zheng, Yijie Wang, Mian Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. February 2021, 143(2): 024501.
Paper No: MD-19-1769
https://doi.org/10.1115/1.4047902
Published Online: September 3, 2020
View Article titled, Theoretical Analysis on Sequential Multidisciplinary Design Optimization Architecture
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Topics: Design, Optimization, Theoretical analysis, Engineering disciplines
Proceedings Papers

Robust Optimization With Mixed Interval and Probabilistic Parameter Uncertainties, Model Uncertainty, and Metamodeling Uncertainty

Yanjun Zhang, Tingting Xia, Mian Li
Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A036, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97495
https://doi.org/10.1115/DETC2019-97495
View Paper titled, Robust Optimization With Mixed Interval and Probabilistic Parameter Uncertainties, Model Uncertainty, and Metamodeling Uncertainty
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Topics: Optimization, Uncertainty
Journal Articles

A Sequential Approach for Robust Multidisciplinary Design Optimization Under Mixed Interval and Probabilistic Uncertainties

Tingting Xia, Mian Li
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2019, 5(2): 020905.
Paper No: RISK-18-1037
https://doi.org/10.1115/1.4042834
Published Online: April 15, 2019
View Article titled, A Sequential Approach for Robust Multidisciplinary Design Optimization Under Mixed Interval and Probabilistic Uncertainties
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Topics: Design, Optimization, Uncertainty
Proceedings Papers

A New Sequential Robust Approach for MDO Problems Under Mixed Interval and Probabilistic Uncertainties

Tingting Xia, Mian Li
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A054, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85535
https://doi.org/10.1115/DETC2018-85535
View Paper titled, A New Sequential Robust Approach for MDO Problems Under Mixed Interval and Probabilistic Uncertainties
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Topics: Uncertainty, Optimization, Design, Engineering disciplines, Sensitivity analysis, Statistical distributions
Proceedings Papers

Data-Driven Probabilistic Thermal Stress Analysis of a Gas Turbine Casing

Zixi Han, Mian Li, Zixian Jiang, Zuoxing Min, Sophie Bourmich
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A053, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85486
https://doi.org/10.1115/DETC2018-85486
View Paper titled, Data-Driven Probabilistic Thermal Stress Analysis of a Gas Turbine Casing
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Topics: Gas turbines, Thermal stresses, Boundary-value problems, Stress, Design, Simulation, Fatigue, Finite element analysis, Statistical distributions, Turbines
Journal Articles

Robust Tolerance Optimization for Internal Combustion Engines Under Parameter and Model Uncertainties Considering Metamodeling Uncertainty From Gaussian Processes

Yanjun Zhang, Mian Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2018, 18(4): 041011.
Paper No: JCISE-18-1025
https://doi.org/10.1115/1.4040608
Published Online: August 6, 2018
View Article titled, Robust Tolerance Optimization for Internal Combustion Engines Under Parameter and Model Uncertainties Considering Metamodeling Uncertainty From Gaussian Processes
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Topics: Optimization, Uncertainty, Internal combustion engines, Design
Journal Articles

Heuristics-Enhanced Model Fusion Considering Incomplete Data Using Kriging Models

Anton v. Beek, Mian Li, Chao Ren
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2018, 140(2): 021403.
Paper No: MD-17-1357
https://doi.org/10.1115/1.4038596
Published Online: December 13, 2017
View Article titled, Heuristics-Enhanced Model Fusion Considering Incomplete Data Using Kriging Models
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Topics: Computer simulation, Design, Gaussian distribution, Uncertainty, Friction, Manufacturing, Simulation, Simulation models
Proceedings Papers

Robust Optimization With Parameter and Model Uncertainties Using Gaussian Processes With Limited Samples

Yanjun Zhang, Mian Li
Proc. ASME. IDETC-CIE2017, Volume 2B: 43rd Design Automation Conference, V02BT03A048, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67291
https://doi.org/10.1115/DETC2017-67291
View Paper titled, Robust Optimization With Parameter and Model Uncertainties Using Gaussian Processes With Limited Samples
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Topics: Optimization, Uncertainty, Algorithms, Engineering design, Modeling, Errors, Risk, Simulation, Simulation models
Proceedings Papers

A Normalized Circle Intersection Method for Bi-Objective Optimization Programming

Jianhua Zhou, Tingting Xia, Mian Li, Min Xu
Proc. ASME. IDETC-CIE2017, Volume 2B: 43rd Design Automation Conference, V02BT03A030, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68101
https://doi.org/10.1115/DETC2017-68101
View Paper titled, A Normalized Circle Intersection Method for Bi-Objective Optimization Programming
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Topics: Computer programming, Optimization, Pareto optimization