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Research Output 2001 2019

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

A clustering and word similarity based approach for identifying product feature words

Suryadi, D. & Kim, H., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 6, DS87-6, p. 71-80 10 p.

Research output: Contribution to journalConference article

Clustering
Feedback
Vector spaces
Websites
Customers

A systematic approach to identifying a set of feasible designs

Han, H., Chang, S. & Kim, H. H. M., Jan 1 2017, 43rd Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B-2017).

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

Constraint Satisfaction Problem
Constraint satisfaction problems
Penalty Function
Evaluation Function
Engineering Design

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

Guest Editorial

Kim, H. H. M., Liu, Y., Wang, C. C. & Wang, Y., Nov 1 2017, In : Journal of Mechanical Design, Transactions Of the ASME. 139, 11, 110301.

Research output: Contribution to journalEditorial

Preface by the programme chairs

Maier, A. M., Škec, S., Kim, H., Kokkolaras, M. & Oehmen, J., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 2, DS87-2, p. ii

Research output: Contribution to journalEditorial

Preface by the programme chairs

Maier, A. M., Škec, S., Kim, H., Kokkolaras, M. & Oehmen, J., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 1, DS87-1, p. ii

Research output: Contribution to journalEditorial

Preface by the programme chairs

Maier, A. M., Škec, S., Kim, H. & Oehmen, J., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 3, DS87-3, p. ii

Research output: Contribution to journalEditorial

Preface by the programme chairs

Maier, A. M., Škec, S., Kim, H., Kokkolaras, M. & Oehmen, J., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 6, DS87-6, p. ii

Research output: Contribution to journalEditorial

Two stage mini-max algorithm for grid-based wind farm layout optimization

Quan, N. & Kim, H. H. M., Jan 1 2017, 43rd Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2017).

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

Farms
Layout
Turbines
Grid
Turbine

Value of bootstrapping staged deployment of infrastructure: Case study in space infrastructure deployment

Ho, K., Chen, H. & Kim, H. H. M., Jan 1 2017, 22nd Design for Manufacturing and the Life Cycle Conference; 11th International Conference on Micro- and Nanosystems. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 4).

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

Bootstrapping
Analytical models
Infrastructure
Planning
Costs
2016
Farms
Turbines
Cones
Power generation

A tight upper bound for grid-based wind farm layout optimization

Quan, N. & Kim, H., Jan 1 2016, 42nd Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2016).

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

Mixed Integer Linear Programming
Linear programming
Farms
Layout
Upper bound

Identifying the relations between product features and sales rank from online reviews

Suryadi, D. & Kim, H. H. M., Jan 1 2016, 42nd Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2016).

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

Sales
Tagging
Review
Regression Model
Customers
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

A mixed integer linear programming formulation for unrestricted wind farm layout optimization

Quan, N. & Kim, H. H. M., 2015, 41st Design Automation Conference. American Society of Mechanical Engineers (ASME), Vol. 2A-2015.

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

Mixed Integer Linear Programming
Linear programming
Farms
Layout
Optimization

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 modeling of product returns for remanufacturing

Ma, J. & Kim, H. H. M., Jan 1 2015, 41st Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2015).

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

Remanufacturing
Predictive Modeling
Predictive Model
Model Selection
ARIMA

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

Remanufacturing: A model for products with physical and technological obsolescence

Minjung, K. & Kim, H. H. M., Jan 1 2015, In : Proceedings of the International Conference on Engineering Design, ICED. 4, DS 80-04, p. 135-144 10 p.

Research output: Contribution to journalConference article

Remanufacturing
Obsolescence
Economics
Product design
Personal computers

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

Iteration complexity of the alternating direction method of multipliers for quasi-separable problems in multi-disciplinary design optimization

Quan, N. & Kim, H. H. M., Jan 1 2014, 40th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B).

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

Multidisciplinary Design Optimization
Method of multipliers
Alternating Direction Method
Heuristics
Updating

Predictive, data-driven product family design

Ma, J. & Kim, H. M., Jan 1 2014, 40th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A).

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

Product Family
Data-driven
Customers
Specification
Exponential Smoothing

Predictive usage mining for sustainability of complex systems design

Ma, J. & Kim, H. M., Jan 1 2014, 19th Design for Manufacturing and the Life Cycle Conference; 8th International Conference on Micro- andNanosystems. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 4).

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

Life Cycle Assessment
Sustainability
System Design
Large scale systems
Sustainable development

Product family design and recovery for lifecycle

Kwak, M. & Kim, H. H. M., Jan 1 2014, Advances in Product Family and Product Platform Design: Methods and Applications. Springer New York, p. 707-735 29 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Recovery
Profitability
Smartphones
Integer programming

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

Continuous preference trend mining for optimal product design with multiple profit cycles

Ma, J. & Kim, H. M., Jan 1 2013, 39th Design Automation Conference. American Society of Mechanical Engineers, V03BT03A001. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3 B).

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

Product Design
Product design
Profit
Mining
Profitability

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

Kwak, M. & Kim, H. H. M., Dec 1 2013, Proceedings of the 19th International Conference on Engineering Design: Design for Harmonies, ICED 2013. Vol. 5 DS75-05. p. 171-180 10 p.

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

Remanufacturing
Life Cycle
Profit
Profitability
Manufacturing

Green profit maximization through joint pricing and production planning of new and remanufactured products

Kwak, M., Koritz, K. & Kim, H. H. M., Jan 1 2013, 39th Design Automation Conference. American Society of Mechanical Engineers, V03BT03A039. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3 B).

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

Production Planning
Pricing
Profit
Profitability
Planning
Planning
Obsolescence
Recovery
Product design
Personal computers
2012

A functionally - Aware product schematic clustering algorithm

Quan, N. & Kim, H. H. M., Dec 1 2012, ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012. PARTS A AND B ed. p. 1011-1021 11 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3, no. PARTS A AND B).

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

Schematic diagrams
Clustering algorithms
Clustering Algorithm
Module
Laser

Analytical Target Cascading for end-of-life recovery management

Kwak, M. & Kim, H. H. M., Dec 1 2012, 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. (12th AIAA Aviation Technology, Integration and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference).

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

Recovery
Environmental regulations
Sustainable development
Costs

Comparative life cycle assessment of complex heavy-duty off-road equipment

Kwak, M., Kim, L., Kim, H. M., Finamore, P. & Hazewinkel, H., Dec 1 2012, ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012. p. 425-433 9 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 5).

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

Life Cycle Assessment
Life cycle
Life Cycle
Productivity
Environmental impact
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. 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

Life cycle assessment of complex heavy duty equipment

Kwak, M., Kim, L., Sarvana, O., Kim, H. M., Finamore, P. & Hazewinkel, H., Jan 1 2012, ASME/ISCIE 2012 International Symposium on Flexible Automation, ISFA 2012. American Society of Mechanical Engineers (ASME), p. 625-635 11 p. (ASME/ISCIE 2012 International Symposium on Flexible Automation, ISFA 2012).

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

Life cycle
Fuel consumption
Environmental impact
Global warming
Machinery

Pre-life and end-of-life combined profit optimization with predictive product lifecycle design

Ma, J., Kwak, M. & Kim, H. H. M., Dec 1 2012, ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012. PARTS A AND B ed. p. 1315-1327 13 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3, no. PARTS A AND B).

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

Product design
Life Cycle
Profit
Profitability
Optimization

To extend, or to shorten: Optimal lifetime planning

Kwak, M. & Kim, H. M., Dec 1 2012, ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2012. PARTS A AND B ed. p. 1329-1337 9 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 3, no. PARTS A AND B).

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

Lifetime
Planning
Environmental impact
Remanufacturing
Optimization Techniques

Wind farm layout design optimization through multidisciplinary design optimization with complementarity constraints

Lu, S. & Kim, H. H. M., 2012, 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference.

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

Farms
Wind power
Genetic algorithms
Decomposition
Design optimization
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

Hybrid power generation system design optimization based on a Markovian reliability analysis approach

Lu, S. & Kim, H. H. M., Dec 1 2011, ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2011. PARTS A AND B ed. p. 1201-1211 11 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 5, no. PARTS A AND B).

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

Reliability Analysis
Reliability analysis
Power generation
System Design
Systems analysis