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Issues
November 2017
ISSN 1050-0472
EISSN 1528-9001
Guest Editorial
Special Issue: Data-Driven Design (D3)
J. Mech. Des. November 2017, 139(11): 110301.
doi: https://doi.org/10.1115/1.4037943
Topics:
Design
Research Papers
D3 Methods
An Integrated Approach for Design Improvement Based on Analysis of Time-Dependent Product Usage Data
J. Mech. Des. November 2017, 139(11): 111401.
doi: https://doi.org/10.1115/1.4037246
Topics:
Design
A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval
J. Mech. Des. November 2017, 139(11): 111402.
doi: https://doi.org/10.1115/1.4037649
Topics:
Design
,
Information retrieval
,
Ontologies
,
Probability
,
Network analysis
,
Text analytics
,
Databases
V4PCS: Volumetric 4PCS Algorithm for Global Registration
J. Mech. Des. November 2017, 139(11): 111403.
doi: https://doi.org/10.1115/1.4037477
Topics:
Algorithms
,
Robustness
,
Shapes
,
Design
A Systematic Function Recommendation Process for Data-Driven Product and Service Design
J. Mech. Des. November 2017, 139(11): 111404.
doi: https://doi.org/10.1115/1.4037610
Topics:
Design
,
Fiber reinforced plastics
,
E-commerce
Beyond the Known: Detecting Novel Feasible Domains Over an Unbounded Design Space
J. Mech. Des. November 2017, 139(11): 111405.
doi: https://doi.org/10.1115/1.4037306
Topics:
Design
,
Manifolds
,
Uncertainty
Data-Driven Sizing Specification Utilizing Consumer Text Reviews
J. Mech. Des. November 2017, 139(11): 111406.
doi: https://doi.org/10.1115/1.4037476
Topics:
Data mining
,
Design
,
Weight (Mass)
,
Bicycles
Automated Extraction of Function Knowledge From Text
J. Mech. Des. November 2017, 139(11): 111407.
doi: https://doi.org/10.1115/1.4037817
Topics:
Design
,
Flow (Dynamics)
A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form
J. Mech. Des. November 2017, 139(11): 111408.
doi: https://doi.org/10.1115/1.4037309
Topics:
Artificial neural networks
,
Design
,
Testing
Mitigating Online Product Rating Biases Through the Discovery of Optimistic, Pessimistic, and Realistic Reviewers
J. Mech. Des. November 2017, 139(11): 111409.
doi: https://doi.org/10.1115/1.4037612
Topics:
E-commerce
,
Filtration
,
Sales
,
Product quality
,
Feedback
Variability/Uncertainty in D3
Modeling the Variability of Glenoid Geometry in Intact and Osteoarthritic Shoulders
J. Mech. Des. November 2017, 139(11): 111410.
doi: https://doi.org/10.1115/1.4037408
Topics:
Geometry
,
Osteoarthritis
,
Shapes
,
Design
,
Modeling
,
Computerized tomography
,
Arthroplasty
,
Fittings
A Taylor Expansion Approach for Computing Structural Performance Variation From Population-Based Shape Data
J. Mech. Des. November 2017, 139(11): 111411.
doi: https://doi.org/10.1115/1.4037252
Topics:
Shapes
Mining Process Heuristics From Designer Action Data via Hidden Markov Models
J. Mech. Des. November 2017, 139(11): 111412.
doi: https://doi.org/10.1115/1.4037308
Topics:
Cooling systems
,
Design
,
Topology
,
Trusses (Building)
,
Emissions
,
Mining
Predicting Future Importance of Product Features Based on Online Customer Reviews
J. Mech. Des. November 2017, 139(11): 111413.
doi: https://doi.org/10.1115/1.4037348
Topics:
Time series
,
Mining
,
Weight (Mass)
Team Dynamics in D3
Concept Clustering in Design Teams: A Comparison of Human and Machine Clustering
J. Mech. Des. November 2017, 139(11): 111414.
doi: https://doi.org/10.1115/1.4037478
Topics:
Design
,
Machinery
,
Teams
,
Algorithms
D3 and Lifecycle
Visual Analytics Tools for Sustainable Lifecycle Design: Current Status, Challenges, and Future Opportunities
J. Mech. Des. November 2017, 139(11): 111415.
doi: https://doi.org/10.1115/1.4037479
Topics:
Design
,
Sustainability
,
Visualization
,
Manufacturing
,
Supply chains
,
Decision making
InnoGPS for Data-Driven Exploration of Design Opportunities and Directions: The Case of Google Driverless Car Project
J. Mech. Des. November 2017, 139(11): 111416.
doi: https://doi.org/10.1115/1.4037680
D3 Applications and Case Studies
Data-Driven Styling: Augmenting Intuition in the Product Design Process Using Holistic Styling Analysis
J. Mech. Des. November 2017, 139(11): 111417.
doi: https://doi.org/10.1115/1.4037249
Identification of Performance Requirements for Design of Smartphones Based on Analysis of the Collected Operating Data
J. Mech. Des. November 2017, 139(11): 111418.
doi: https://doi.org/10.1115/1.4037475
Topics:
Design
Dynamic Data-Driven Design of Lean Premixed Combustors for Thermoacoustically Stable Operations
J. Mech. Des. November 2017, 139(11): 111419.
doi: https://doi.org/10.1115/1.4037307
Topics:
Algorithms
,
Combustion chambers
,
Design
,
Design methodology
,
Time series
,
Pressure
,
Stability
Mining Patent Precedents for Data-Driven Design: The Case of Spherical Rolling Robots
J. Mech. Des. November 2017, 139(11): 111420.
doi: https://doi.org/10.1115/1.4037613
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