• 620 Citations
  • 13 h-Index
20052019
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Research Output 2005 2019

  • 620 Citations
  • 13 h-Index
  • 29 Article
  • 21 Conference contribution
  • 2 Chapter
2019

A framework for model-based integrated inspection

Liu, R., Duan, G. J. & Liu, J., Jan 1 2019, In : International Journal of Advanced Manufacturing Technology.

Research output: Contribution to journalArticle

Inspection
Inspection equipment
Helicopters
Quality control

Design and development of a DDDAMS-based border surveillance system via UVs and hybrid simulations

Lee, S., Jain, S., Yuan, Y., Zhang, Y., Yang, H., Liu, J. & Son, Y-J., Aug 15 2019, In : Expert Systems With Applications. 128, p. 109-123 15 p.

Research output: Contribution to journalArticle

Unmanned vehicles
Sensors
Physics
Seismographs
Environmental impact

Higher-order normal approximation approach for highly reliable system assessment

Li, Z., Yu, D., Liu, J. & Hu, Q., Jan 1 2019, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

Computational efficiency
Large scale systems
Statistics
Polynomials
2018

Detecting Asynchronous Periodic Patterns of Intervals in Temporal Sequence Data

Liu, J., Wang, Z., Li, M. & Zhang, B., Aug 24 2018, 2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017. Institute of Electrical and Electronics Engineers Inc., p. 91-96 6 p. 8446166. (2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interval
Convolution
Clustering Methods
Tolerance
Computer simulation
17 Citations (Scopus)

Effective and Efficient Detection of Moving Targets from a UAV's Camera

Minaeian, S., Liu, J. & Son, Y-J., Feb 1 2018, In : IEEE Transactions on Intelligent Transportation Systems. 19, 2, p. 497-506 10 p., 8248663.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Cameras
Image registration
2017
2 Citations (Scopus)

Bayesian nonparametric modeling of heterogeneous time-to-event data with an unknown number of sub-populations

Li, M., Han, J. & Liu, J., 2017, In : IISE Transactions. 49, 5, p. 481-492 12 p.

Research output: Contribution to journalArticle

Life cycle
Defects
2 Citations (Scopus)

DDDAMS-Based Border Surveillance and Crowd Control via Aerostats, UAVs, and Ground Sensors

Lee, S., Minaeian, S., Yuan, Y., Liu, J. & Son, Y-J., Oct 9 2017, Proceedings - 2017 IEEE 2nd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2017. Institute of Electrical and Electronics Engineers Inc., p. 348-351 4 p. 8064147

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned aerial vehicles (UAV)
Sensors
Antenna grounds
Antennas
Planning
6 Citations (Scopus)

Design and risk evaluation of reliability demonstration test for hierarchical systems with multilevel information aggregation

Li, M., Zhang, W., Hu, Q., Guo, H. & Liu, J., Mar 1 2017, In : IEEE Transactions on Reliability. 66, 1, p. 135-147 13 p., 7752922.

Research output: Contribution to journalArticle

Hierarchical systems
Demonstrations
Agglomeration
Testing
Systems engineering
1 Citation (Scopus)

Optimal inspection/actuator placement for robust dimensional compensation in multistage manufacturing processes

Abellán-Nebot, J. V., Peñarrocha, I., Sales-Setién, E. & Liu, J., Jan 1 2017, Computational Methods and Production Engineering: Research and Development. Elsevier Inc., p. 31-50 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Inspection
Placement
Manufacturing process
Manufacturing systems
State-space model
3 Citations (Scopus)

Residual life prediction for complex systems with multi-phase degradation by ARMA-filtered hidden Markov model

Sheng, Z., Hu, Q., Liu, J. & Yu, D., Jun 9 2017, (Accepted/In press) In : Quality Technology and Quantitative Management. p. 1-17 17 p.

Research output: Contribution to journalArticle

Hidden Markov models
Large scale systems
Degradation
Parameter estimation
Failure modes

Spatial scale in environmental risk mapping: A valley fever case study

Brown, H. E., Mu, W., Khan, M., Tsang, C., Liu, J. & Tong, D., Sep 22 2017, In : Journal of Public Health Research. 6, 2, p. 93-99 7 p., 886.

Research output: Contribution to journalArticle

Coccidioidomycosis
Central America
Spatial Analysis
Mycoses
South America
2016
8 Citations (Scopus)

Bayesian hazard modeling based on lifetime data with latent heterogeneity

Li, M. & Liu, J., Jan 1 2016, In : Reliability Engineering and System Safety. 145, p. 183-189 7 p.

Research output: Contribution to journalArticle

Lifetime Data
Hazard
Hazards
Modeling
Predictive Inference
2 Citations (Scopus)

Human-in-the-loop agent-based simulation for improved autonomous surveillance using unmanned vehicles

Minaeian, S., Yuan, Y., Liu, J. & Son, Y-J., Feb 16 2016, Proceedings - Winter Simulation Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 3126-3127 2 p. 7408432

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned Vehicles
Unmanned vehicles
Agent-based Simulation
Surveillance
Hardware-in-the-loop
8 Citations (Scopus)

Software reliability growth modeling and analysis with dual fault detection and correction processes

Wang, L., Hu, Q. & Liu, J., Feb 5 2016, (Accepted/In press) In : IIE Transactions (Institute of Industrial Engineers). p. 1-12 12 p.

Research output: Contribution to journalArticle

Software reliability
Maximum likelihood estimation
Fault detection
Computer systems
Software testing

Statistical modeling of heterogeneous robotic assembly time with Weibull regression

Yang, H., Li, M., Han, J., Chen, H., Zhang, B. & Liu, J., Feb 24 2016, 2015 IEEE International Conference on Robotics and Biomimetics, IEEE-ROBIO 2015. Institute of Electrical and Electronics Engineers Inc., p. 710-714 5 p. 7418852

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robotic assembly
Robotics
Parameter estimation
Robots
90 Citations (Scopus)

Vision-Based Target Detection and Localization via a Team of Cooperative UAV and UGVs

Minaeian, S., Liu, J. & Son, Y-J., Jul 1 2016, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 46, 7, p. 1005-1016 12 p., 7330001.

Research output: Contribution to journalArticle

Unmanned vehicles
Ground vehicles
Unmanned aerial vehicles (UAV)
Target tracking
Cameras
2015
7 Citations (Scopus)

A dddams-based UAV and UGV team formation approach for surveillance and crowd control

Khaleghi, A. M., Xu, D., Minaeian, S., Li, M., Yuan, Y., Liu, J., Son, Y-J., Vo, C. & Lien, J. M., Jan 23 2015, Proceedings - Winter Simulation Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-January. p. 2907-2918 12 p. 7020131

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned aerial vehicles (UAV)
Surveillance
Multiscale Simulation
Hardware-in-the-loop Simulation
Simulation Framework
2 Citations (Scopus)

Analysis of UAV/UGV control strategies in a DDDAMS-based surveillance system

Khaleghi, A. M., Xu, D., Minaeian, S., Yuan, Y., Liu, J. & Son, Y-J., 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 2283-2291 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned vehicles
Ground vehicles
Unmanned aerial vehicles (UAV)
Agglomeration
Robust control
4 Citations (Scopus)

Crowd detection and localization using a team of cooperative UAV/UGVs

Minaeian, S., Liu, J. & Son, Y-J., 2015, IIE Annual Conference and Expo 2015. Institute of Industrial Engineers, p. 595-604 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned vehicles
Ground vehicles
Unmanned aerial vehicles (UAV)
Testbeds
Target tracking
4 Citations (Scopus)

DDDAS-based information-aggregation for crowd dynamics modeling with UAVs and UGVs

Yuan, Y., Wang, Z., Li, M., Son, Y-J. & Liu, J., Jan 1 2015, In : Frontiers Robotics AI. 2, APR, 8.

Research output: Contribution to journalArticle

Open Access
Unmanned vehicles
Ground vehicles
Unmanned aerial vehicles (UAV)
Agglomeration
Monitoring
17 Citations (Scopus)
Water distribution systems
Statistical process control
pipe
Pipe
Pipe flow
2014
5 Citations (Scopus)

A comparative study of control architectures in UAV/UGV-based surveillance system

Khaleghi, A. M., Xu, D., Minaeian, S., Li, M., Yuan, Y., Liu, J., Son, Y-J., Vo, C., Mousavian, A. & Lien, J. M., 2014, IIE Annual Conference and Expo 2014. Institute of Industrial Engineers, p. 3455-3464 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned vehicles
Ground vehicles
Unmanned aerial vehicles (UAV)
Motion planning
Testbeds
43 Citations (Scopus)

Bayesian modeling of multi-state hierarchical systems with multi-level information aggregation

Li, M., Liu, J., Li, J. & Uk Kim, B., Apr 2014, In : Reliability Engineering and System Safety. 124, p. 158-164 7 p.

Research output: Contribution to journalArticle

Multi-state System
Hierarchical systems
Bayesian Modeling
Hierarchical Systems
Reliability Modeling
1 Citation (Scopus)

Combined-environment influence on microcrack evolution in mono-crystalline silicon

Huang, W. J., Fortuno, Z. D., Li, M., Liu, J., Liao, H., Potter, K. & Potter, B. G., 2014, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9179. 91790T

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Microcracks
microcracks
Silicon
Atmospheric humidity
Crystalline materials
1 Citation (Scopus)

Hazard regression modeling for robotic performance prediction

Li, M., Chen, H., Zhang, B., Liu, J. & Kim, B. U., 2014, IIE Annual Conference and Expo 2014. Institute of Industrial Engineers, p. 3465-3471 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hazards
Robotics
Robotic assembly
Productivity
Personnel
6 Citations (Scopus)

Improved reliability-based decision support methodology applicable in system-level failure diagnosis and prognosis

Kim, B. U. K., Goodman, D., Li, M., Liu, J. & Li, J., Oct 1 2014, In : IEEE Transactions on Aerospace and Electronic Systems. 50, 4, p. 2630-2641 12 p., 6978867.

Research output: Contribution to journalArticle

Bayesian networks
Large scale systems
Electromechanical actuators
Knowledge engineering
Electric fuses
15 Citations (Scopus)

Proportional hazard modeling for hierarchical systems with multi-level information aggregation

Li, M., Hu, Q. & Liu, J., 2014, In : IIE Transactions (Institute of Industrial Engineers). 46, 2, p. 149-163 15 p.

Research output: Contribution to journalArticle

Hierarchical systems
Hazards
Agglomeration
Health
Availability
2013
24 Citations (Scopus)

A DDDAMS-based planning and control framework for surveillance and crowd control via UAVs and UGVs

Khaleghi, A. M., Xu, D., Wang, Z., Li, M., Lobos, A., Liu, J. & Son, Y-J., 2013, In : Expert Systems with Applications. 40, 18, p. 7168-7183 16 p.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Planning
Motion planning
Controllers
Computational efficiency
10 Citations (Scopus)

Agent-based hardware-in-the-loop simulation for UAV/UGV surveillance and crowd control system

Khaleghi, A. M., Xu, D., Lobos, A., Minaeian, S., Son, Y-J. & Liu, J., 2013, Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013. p. 1455-1466 12 p. 6721530

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hardware-in-the-loop Simulation
Agent-based Modeling
Motion Planning
Agent-based Simulation
Unmanned aerial vehicles (UAV)
10 Citations (Scopus)

DDDAMS-based crowd control via UAVs and UGVs

Wang, Z., Li, M., Khaleghi, A. M., Xu, D., Lobos, A., Vo, C., Lien, J. M., Liu, J. & Son, Y-J., 2013, Procedia Computer Science. Elsevier, Vol. 18. p. 2028-2035 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned vehicles
Ground vehicles
Unmanned aerial vehicles (UAV)
Data fusion
Testbeds
5 Citations (Scopus)
Factor analysis
Sampling
Knowledge engineering
Statistical tests
Covariance matrix
6 Citations (Scopus)

Improving resilience of water distribution system through burst detection

Jung, D., Kang, D., Liu, J. & Lansey, K. E., 2013, World Environmental and Water Resources Congress 2013: Showcasing the Future - Proceedings of the 2013 Congress. p. 768-776 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

pipe
detection
method
water distribution system
pipe flow
2 Citations (Scopus)

Performance improvement for high accuracy assembly process in manufacturing automation

Chen, H., Cheng, H., Liu, J., Zhang, B., Zhang, G. & Fuhlbrigge, T., 2013, IEEE International Conference on Automation Science and Engineering. p. 540-545 6 p. 6653989

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automation
Design of experiments
Industrial robots
Experiments
11 Citations (Scopus)

Process-oriented tolerancing using the extended stream of variation model

Abellán-Nebot, J. V., Liu, J. & Subirón, F. R., Jun 2013, In : Computers in Industry. 64, 5, p. 485-498 14 p.

Research output: Contribution to journalArticle

Costs
Cutting tools
Machining
Specifications
Machine tools
2 Citations (Scopus)
Productivity
Experiments
2 Citations (Scopus)

Semiautonomous industrial mobile manipulation for industrial applications

Chen, H., Cheng, H., Zhang, B., Wang, J., Fuhlbrigge, T. & Liu, J., 2013, 2013 IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2013. p. 361-366 6 p. 6705472

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industrial manipulators
Industrial applications
Industrial robots
Robots
Mobile robots
1 Citation (Scopus)

Stream-of-variation based quality assurance for multi-station machining processes - Modeling and planning

Abellan-Nebot, J. V., Liu, J. & Subiron, F. R., Sep 1 2013, Statistical and Computational Techniques in Manufacturing. Springer-Verlag Berlin Heidelberg, p. 55-99 45 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Quality assurance
Machining
Planning
Process planning
Product design
7 Citations (Scopus)

Variation propagation modelling for multi-station machining processes with fixtures based on locating surfaces

Abellán, J. V. & Liu, J., Aug 1 2013, In : International Journal of Production Research. 51, 15, p. 4667-4681 15 p.

Research output: Contribution to journalArticle

Machining
Process planning
Modeling
Propagation
Failure analysis
2012
41 Citations (Scopus)

Quality prediction and compensation in multi-station machining processes using sensor-based fixtures

Abellan-Nebot, J. V., Liu, J. & Romero Subirón, F., Apr 2012, In : Robotics and Computer-Integrated Manufacturing. 28, 2, p. 208-219 12 p.

Research output: Contribution to journalArticle

Machining
Sensor
Prediction
Sensors
Methodology
41 Citations (Scopus)
Machining
Cutting tools
Wear of materials
Thermal effects
2011
3 Citations (Scopus)

Bayesian reliability modeling of multi-level system with interdependent subsystems and components

Liu, J., Li, J. & Kim, B. U., 2011, Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics, ISI 2011. p. 252-257 6 p. 5984092

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian networks
Electric fuses
Systems engineering
2 Citations (Scopus)

Causal analysis for troubleshooting and decision support system

Kim, B. U., Vohnout, S., Mikkola, E., Li, M. & Liu, J., 2011, 2011 IEEE International Conference on Prognostics and Health Management, PHM 2011 - Conference Proceedings. 6024344

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decision Support Techniques
Maintenance
Bayes Theorem
Safety
Costs and Cost Analysis
12 Citations (Scopus)

Design of multi-station manufacturing processes by integrating the stream-of-variation model and shop-floor data

Abellan-Nebot, J. V., Liu, J. & Romero Subiron, F., Apr 2011, In : Journal of Manufacturing Systems. 30, 2, p. 70-82 13 p.

Research output: Contribution to journalArticle

Sensitivity analysis
Process design
2010
26 Citations (Scopus)

Predictive control considering model uncertainty for variation reduction in multistage assembly processes

Zhong, J., Liu, J. & Shi, J., Oct 2010, In : IEEE Transactions on Automation Science and Engineering. 7, 4, p. 724-735 12 p., 5382492.

Research output: Contribution to journalArticle

Model predictive control
Controllers
Level control
Quality assurance
Product design
57 Citations (Scopus)

State space modeling for 3-D variation propagation in rigid-body multistage assembly processes

Liu, J., Jin, J. & Shi, J., Apr 2010, In : IEEE Transactions on Automation Science and Engineering. 7, 2, p. 274-290 17 p., 4926132.

Research output: Contribution to journalArticle

Fabrication
42 Citations (Scopus)
Statistical process control
Process monitoring
Productivity
Costs
Manufacturing process
2009
6 Citations (Scopus)

Limitations of the current state space modelling approach in multistage machining processes due to operation variations

Abellán-Nebot, J. V., Liu, J. & Romero, F., 2009, AIP Conference Proceedings. Vol. 1181. p. 231-243 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

machining
machine tools
fixtures
spindles
deflection
32 Citations (Scopus)

Quality-assured setup planning based on the stream-of-variation model for multi-stage machining processes

Liu, J., Shi, J. & Hu, J. J., 2009, In : IIE Transactions (Institute of Industrial Engineers). 41, 4, p. 323-334 12 p.

Research output: Contribution to journalArticle

Machining
Planning
Costs
Specifications
Processing
2008
26 Citations (Scopus)

Engineering-driven factor analysis for variation source identification in multistage manufacturing processes

Liu, J., Shi, J. & Hu, S. J., Aug 2008, In : Journal of Manufacturing Science and Engineering, Transactions of the ASME. 130, 4, p. 410091-4100910 3690820 p.

Research output: Contribution to journalArticle

Factor analysis
Quality assurance
2006
2 Citations (Scopus)

Optimal part family and production module planning for reconfigurable manufacturing systems

Liu, J., Wang, W., Yip-Hoi, D. M. & Tang, L., 2006, Proceedings of the International Conference on Manufacturing Science and Engineering. Vol. 2006.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Planning
Cost effectiveness
Costs
Genetic algorithms