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Research Output 2001 2019

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Article
2019

Greedy robust wind farm layout optimization with feasibility guarantee

Quan, N. & Kim, H. M., Jul 3 2019, In : Engineering Optimization. 51, 7, p. 1152-1167 16 p.

Research output: Contribution to journalArticle

Farms
Layout
Optimization
Wind Speed
Turbine
Swarm intelligence
Analytical models
2018
Sales
Decision making

A tight upper bound for quadratic knapsack problems in grid-based wind farm layout optimization

Quan, N. & Kim, H. H. M., Mar 4 2018, In : Engineering Optimization. 50, 3, p. 367-381 15 p.

Research output: Contribution to journalArticle

Knapsack Problem
Farms
Layout
Turbines
Turbine
2017

Green profit maximization through integrated pricing and production planning for a line of new and remanufactured products

Kwak, M. & Kim, H., Jan 20 2017, In : Journal of Cleaner Production. 142, p. 3454-3470 17 p.

Research output: Contribution to journalArticle

Profitability
Planning
Costs
Environmental impact
Sales
2016
Farms
Turbines
Cones
Power generation
Deterioration
Obsolescence
Economics
Personal computers
Environmental impact

Predictive model selection for forecasting product returns

Ma, J. & Kim, H. M., May 2016, In : Journal of Mechanical Design, Transactions of the ASME. 138, 5, 054501.

Research output: Contribution to journalArticle

Bottles
Product design
Uncertainty

Product family architecture design with predictive, data-driven product family design method

Ma, J. & Kim, H. H. M., Jan 1 2016, In : Research in Engineering Design. 27, 1, p. 5-21 17 p.

Research output: Contribution to journalArticle

Profitability
Electric motors
Clustering algorithms
Uncertainty
2015

Design for life-cycle profit with simultaneous consideration of initial manufacturing and end-of-life remanufacturing

Kwak, M. & Kim, H., Jan 2 2015, In : Engineering Optimization. 47, 1, p. 18-35 18 p.

Research output: Contribution to journalArticle

Remanufacturing
Life Cycle
Profit
Life cycle
Profitability

Predictive usage mining for life cycle assessment

Ma, J. & Kim, H. H. M., Jul 1 2015, In : Transportation Research Part D: Transport and Environment. 38, p. 125-143 19 p.

Research output: Contribution to journalArticle

life cycle assessment
Life cycle
life cycle
seasonality
Environmental impact

Task-based LCA for environmental impact assessment of multiple Heterogenous systems

Quan, N., Kim, H. H. M., Knight, E., Nelson, J. & Finamore, P., Jan 1 2015, In : Proceedings of the International Conference on Engineering Design, ICED. 1, DS 80-01, p. 161-170 10 p.

Research output: Contribution to journalArticle

Environmental impact assessments
Cotton
Life Cycle
Machinery
Environmental impact
2014
Product design
Profitability
Life cycle
Obsolescence
Optimal systems

Demand trend mining for predictive life cycle design

Ma, J., Kwak, M. & Kim, H. H. M., Apr 1 2014, In : Journal of Cleaner Production. 68, p. 189-199 11 p.

Research output: Contribution to journalArticle

Life cycle
life cycle
Product design
discrete choice analysis
trend

Wind farm layout design optimization through multi-scenario decomposition with complementarity constraints

Lu, S. & Kim, H. M., Dec 26 2014, In : Engineering Optimization. 46, 12, p. 1669-1693 25 p.

Research output: Contribution to journalArticle

Complementarity Constraints
Farms
Layout
Decomposition
Decompose
2013

Addressing supply-side risk in uncertain power markets: Stochastic Nash models, scalable algorithms and error analysis

Kannan, A., Shanbhag, U. V. & Kim, H. M., Oct 1 2013, In : Optimization Methods and Software. 28, 5, p. 1095-1138 44 p.

Research output: Contribution to journalArticle

Algorithm Analysis
Stochastic models
Error Analysis
Error analysis
Projection
Planning
Obsolescence
Recovery
Product design
Personal computers
2012
Specifications
Laptop computers
Cosmetics
Mobile phones
Statistical methods

Incorporating security considerations into optimal product architecture and component sharing decision in product family design

Rojas Arciniegas, A. J. & Kim, H. M., Jan 1 2012, In : Engineering Optimization. 44, 1, p. 55-74 20 p.

Research output: Contribution to journalArticle

Product Family
Ink
Sharing
Customers
Alternatives
2011

Assessing product family design from an end-of-life perspective

Kwak, M. & Kim, H. M., Mar 1 2011, In : Engineering Optimization. 43, 3, p. 233-255 23 p.

Research output: Contribution to journalArticle

Product Family
Sharing
Profitability
Life
Design

E-waste stream analysis and design implications

Kwak, M., Behdad, S., Zhao, Y., Kim, H. H. M. & Thurston, D. L., Oct 11 2011, In : Journal of Mechanical Design, Transactions of the ASME. 133, 10, 101003.

Research output: Contribution to journalArticle

Recovery
Product design
Feedstocks
Byproducts
Electronic Waste

Optimal component sharing in a product family by simultaneous consideration of minimum description length and impact metric

Rojas Arciniegas, A. J. & Kim, H. M., Feb 1 2011, In : Engineering Optimization. 43, 2, p. 175-192 18 p.

Research output: Contribution to journalArticle

Product Family
Digital cameras
Sharing
Metric
Module

Strategic behavior in power markets under uncertainty

Kannan, A., Shanbhag, U. V. & Kim, H. H. M., May 1 2011, In : Energy Systems. 2, 2, p. 115-141 27 p.

Research output: Contribution to journalArticle

Uncertainty
Sample space
Game
Iterative Regularization
Real-time

Trend mining for predictive product design

Tucker, C. S. & Kim, H. M., Nov 30 2011, In : Journal of Mechanical Design, Transactions of the ASME. 133, 11, 111008.

Research output: Contribution to journalArticle

Product design
Time series
Engineers
Entropy
2010
Decomposition
Design optimization
Economics

A ReliefF attribute weighting and X-means clustering methodology for top-down product family optimization

Tucker, C. S., Kim, H. M., Barker, D. E. & Zhang, Y., Jul 1 2010, In : Engineering Optimization. 42, 7, p. 593-616 24 p.

Research output: Contribution to journalArticle

Product Family
Product design
Weighting
Data mining
Particle separators
Product design
Profitability
Recovery
Economics

Hybrid power/energy generation through multidisciplinary and multilevel design optimization with complementarity constraints

Lu, S., Schroeder, N. B., Kim, H. M. & Shanbhag, U. V., Dec 16 2010, In : Journal of Mechanical Design, Transactions of the ASME. 132, 10, 101007.

Research output: Contribution to journalArticle

Power generation
Systems analysis
Wind power
Decomposition
Economics

Integrated sustainable life cycle design: A Review

Ramani, K., Ramanujan, D., Bernstein, W. Z., Zhao, F., Sutherland, J., Handwerker, C., Choi, J. K., Kim, H. & Thurston, D., Oct 7 2010, In : Journal of Mechanical Design, Transactions of the ASME. 132, 9, p. 910041-9100415 8190375 p.

Research output: Contribution to journalArticle

Life cycle
Product development
Sustainable development
Product design
Merging

Parallel, multistage model for enterprise system planning and design

Kim, H. H. M., Lu, S., Kim, J. S. & Kim, B. D., Mar 1 2010, In : IEEE Systems Journal. 4, 1, p. 6-14 9 p., 5409524.

Research output: Contribution to journalArticle

Parallel algorithms
Planning
Resource allocation
Decision making
Industry
Decision making
Salvaging
Cost effectiveness
Environmental protection
Linear programming

Varying lifecycle lengths within a product take-back portfolio

Zhao, Y., Pandey, V., Kim, H. H. M. & Thurston, D. L., Oct 7 2010, In : Journal of Mechanical Design, Transactions of the ASME. 132, 9, p. 910121-9101210 8191090 p.

Research output: Contribution to journalArticle

Personal computers
Consolidation
Environmental impact
Life cycle
Sales
2009

Data-driven decision tree classification for product portfolio design optimization

Tucker, C. S. & Kim, H. M., Dec 1 2009, In : Journal of Computing and Information Science in Engineering. 9, 4, p. 1-14 14 p.

Research output: Contribution to journalArticle

Decision trees
Product design
Data mining
Profitability
Industry
2008
Merging
Data mining
Product design
Profitability
Industry
2006

Analytical target setting: An enterprise context in optimal product design

Cooper, A. B., Georgiopoulos, P., Kim, H. M. & Papalambros, P. Y., Jan 1 2006, In : Journal of Mechanical Design, Transactions of the ASME. 128, 1, p. 4-13 10 p.

Research output: Contribution to journalArticle

Product design
Industry
Trucks
Product development
Life cycle

Lagrangian coordination for enhancing the convergence of analytical target cascading

Kim, H. M., Chen, W. & Wiecek, M. M., Oct 1 2006, In : AIAA journal. 44, 10, p. 2197-2207 11 p.

Research output: Contribution to journalArticle

Lagrange multipliers
Specifications

Probabilistic analytical target cascading: A moment matching formulation for multilevel optimization under uncertainty

Liu, H., Chen, W., Kokkolaras, M., Papalambros, P. Y. & Kim, H. M., Jul 1 2006, In : Journal of Mechanical Design, Transactions of the ASME. 128, 4, p. 991-1000 10 p.

Research output: Contribution to journalArticle

Hierarchical systems
Random variables
Systems analysis
Uncertainty
Optimal design

Target exploration for disconnected feasible regions in enterprise-driven multilevel product design

Kim, H. M., Kumar, D. K. D., Chen, W. & Papalambros, P. Y., Jan 1 2006, In : AIAA journal. 44, 1, p. 67-77 11 p.

Research output: Contribution to journalArticle

Product design
Product development
Industry
Specifications
2003

Analytical target cascading in automotive vehicle design

Kim, H. M., Rideout, D. G., Papalambros, P. Y. & Stein, J. L., Sep 1 2003, In : Journal of Mechanical Design, Transactions of the ASME. 125, 3, p. 481-489 9 p.

Research output: Contribution to journalArticle

Chassis
Sports
Tires
Product development
Systems analysis

Target cascading in optimal system design

Kim, H. M., Michelena, N. F., Papalambros, P. Y. & Jiang, T., Sep 1 2003, In : Journal of Mechanical Design, Transactions of the ASME. 125, 3, p. 474-480 7 p.

Research output: Contribution to journalArticle

Optimal systems
Systems analysis
Specifications
Chassis
Product development
2002

Extension of the target cascading formulation to the design of product families

Kokkolaras, M., Fellini, R., Kim, H. M., Michelena, N. F. & Papalambros, P. Y., Oct 1 2002, In : Structural and Multidisciplinary Optimization. 24, 4, p. 293-301 9 p.

Research output: Contribution to journalArticle

Product Family
Target
Formulation
Methodology
Product Development

Target cascading in vehicle redesign: A class VI truck study

Kim, H. M., Kokkolaras, M., Louca, L. S., Delagrammatikas, G. J., Michelena, N. F., Filipi, Z. S., Papalambros, P. Y., Stein, J. L. & Assanis, D. N., Jan 1 2002, In : International Journal of Vehicle Design. 29, 3, p. 199-225 27 p.

Research output: Contribution to journalArticle

Trucks
Powertrains
Fuel economy
Systems analysis
Specifications