Research Output 1966 2018

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2017

A data-driven predictive model of city-scale energy use in buildings

Kontokosta, C. E. & Tull, C. Jul 1 2017 In : Applied Energy. 197, p. 303-317 15 p.

Research output: Research - peer-reviewArticle

energy use
city
natural gas
consumption
Natural gas
Agent-based
Adjustment process
Modeling
Two-sided markets
market

Analysis of Traffic Crashes Involving Pedestrians Using Big Data: Investigation of Contributing Factors and Identification of Hotspots

Xie, K., Ozbay, K., Kurkcu, A. & Yang, H. 2017 (Accepted/In press) In : Risk Analysis.

Research output: Research - peer-reviewArticle

Costs and Cost Analysis
Pedestrians
Costs
Big data
Wounds and Injuries

BIM for FM: Information Requirements to Support HVAC-Related Corrective Maintenance

Yang, X. & Ergan, S. Dec 1 2017 In : Journal of Architectural Engineering. 23, 4, 4017023

Research output: Research - peer-reviewArticle

Information management
HVAC
Information Management
Mechanics
Causes

Data-Driven Adaptive Optimal Control of Connected Vehicles

Gao, W., Jiang, Z. P. & Ozbay, K. May 1 2017 In : IEEE Transactions on Intelligent Transportation Systems. 18, 5, p. 1122-1133 12 p., 7548322

Research output: Research - peer-reviewArticle

Vehicle to vehicle communications
Dynamic programming
Dynamical systems
Controllers
Communication

Data-driven spatial modeling for quantifying networkwide resilience in the aftermath of hurricanes Irene and Sandy

Zhu, Y., Xie, K., Ozbay, K., Zuo, F. & Yang, H. 2017 In : Transportation Research Record. 2604, p. 9-18 10 p.

Research output: Research - peer-reviewArticle

Subways
Hurricanes
Recovery
Coastal zones
Logistics

Evacuation zone modeling under climate change: A data-driven method

Xie, K., Ozbay, K., Zhu, Y. & Yang, H. Dec 1 2017 In : Journal of Infrastructure Systems. 23, 4, p. 1-9 9 p.

Research output: Research - peer-reviewArticle

Sea level
Climate change
Economics
Hurricanes
Decision trees

Evaluation of tree-based ensemble learning algorithms for building energy performance estimation

Papadopoulos, S., Azar, E., Woon, W. L. & Kontokosta, C. E. Jul 28 2017 (Accepted/In press) In : Journal of Building Performance Simulation. p. 1-11 11 p.

Research output: Research - peer-reviewArticle

Ensemble Learning
Cooling
Heating
Learning Algorithm
Gradient

Guidelines for DIC in geotechnical engineering research

Chen, Z. C., Li, K., Omidvar, M. & Iskander, M. Mar 1 2017 In : International Journal of Physical Modelling in Geotechnics. 17, 1, p. 3-22 20 p.

Research output: Research - peer-reviewArticle

geotechnical engineering
digital image
Geotechnical engineering
Engineering research
Velocity measurement

Low hanging fruit? Regulations and energy efficiency in subsidized multifamily housing

Reina, V. J. & Kontokosta, C. Jul 1 2017 In : Energy Policy. 106, p. 505-513 9 p.

Research output: Research - peer-reviewArticle

energy efficiency
regulation
Energy efficiency
energy
energy consumption

Mapping high pH levels in hydrated calcium silicates

Liu, E., Ghandehari, M., Brückner, C., Khalil, G., Worlinsky, J., Jin, W., Sidelev, A. & Hyland, M. A. May 1 2017 In : Cement and Concrete Research. 95, p. 232-239 8 p.

Research output: Research - peer-reviewArticle

Concretes
calcium silicate
Calcium silicate
Carbonation
Cements

Mapping Refrigerant Gases in the New York City Skyline

Ghandehari, M., Aghamohamadnia, M., Dobler, G., Karpf, A., Buckland, K., Qian, J. & Koonin, S. Dec 1 2017 In : Scientific Reports. 7, 1, 2735

Research output: Research - peer-reviewArticle

gas
city
refrigerant
leakage
fossil fuel

Modeling information flow in the supply chain of structural steel components

Akcay, E. C., Ergan, S. & Arditi, D. Aug 18 2017 In : Journal of Civil Engineering and Management. 23, 6, p. 753-764 12 p.

Research output: Research - peer-reviewArticle

Modeling
Steel
Supply chain
Information flow
Supply chains

Multiscale Modeling and Control Architecture for V2X Enabled Traffic Streams

Kachroo, P., Agarwal, S., Piccoli, B. & Ozbay, K. Jun 1 2017 In : IEEE Transactions on Vehicular Technology. 66, 6, p. 4616-4626 11 p., 7896618

Research output: Research - peer-reviewArticle

Multiscale Modeling
Traffic
Architecture
Framework
Traffic Flow
Queueing
Relocation
Location-allocation
move
demand

Particle rotation of granular materials in plane strain

Chen, Z., Omidvar, M., Li, K. & Iskander, M. Mar 1 2017 In : International Journal of Physical Modelling in Geotechnics. 17, 1, p. 23-40 18 p.

Research output: Research - peer-reviewArticle

plane strain
material
particle
Granular materials
Particles (particulate matter)

Patterns of waste generation: A gradient boosting model for short-term waste prediction in New York City

Johnson, N. E., Ianiuk, O., Cazap, D., Liu, L., Starobin, D., Dobler, G. & Ghandehari, M. Apr 1 2017 In : Waste Management. 62, p. 3-11 9 p.

Research output: Research - peer-reviewArticle

prediction
city
municipal solid waste
weather
forecast

Quantitative Assessment of Subsurface Oxidation in Coated Materials

Sidelev, A. & Ghandehari, M. Oct 1 2017 In : Journal of Performance of Constructed Facilities. 31, 5, 04017051

Research output: Research - peer-reviewArticle

Coated materials
Imaging techniques
Oxidation
Pipe
Corrosion

Soil deformations during finless torpedo installation

Omidvar, M. & Iskander, M. 2017 In : Geotechnical Special Publication. GSP 280, p. 389-397 9 p.

Research output: Research - peer-reviewArticle

soil
Soils
penetration
kinematics
Kinematics
Stochastic dynamics
Real options
Exit
Market entry
opening up of markets

Stochastic dynamic switching in fixed and flexible transit services as market entry-exit real options

Guo, Q. W., Chow, J. Y. J. & Schonfeld, P. 2017 In : Transportation Research Procedia. 23, p. 380-399 20 p.

Research output: Research - peer-reviewArticle

opening up of markets
demand
transportation system
Stochastic models
Hysteresis

Urban phenology: Toward a real-time census of the city using Wi-Fi data

Kontokosta, C. E. & Johnson, N. Jul 1 2017 In : Computers, Environment and Urban Systems. 64, p. 144-153 10 p.

Research output: Research - peer-reviewArticle

phenology
census
city
time
worker
2016

A downtown on-street parking model with urban truck delivery behavior

Amer, A. & Chow, J. Y. J. 2016 (Accepted/In press) In : Transportation Research Part A: Policy and Practice.

Research output: Research - peer-reviewArticle

CAD
city center
Trucks
Parking
scenario

Agent-based day-to-day adjustment process to evaluate dynamic flexible transport service policies

Djavadian, S. & Chow, J. Y. J. Jun 4 2016 (Accepted/In press) In : Transportmetrica B. p. 1-26 26 p.

Research output: Research - peer-reviewArticle

Adjustment
Evaluate
Policy
Communication
Experiments

A hyperspectral survey of New York City lighting technology

Dobler, G., Ghandehari, M., Koonin, S. E. & Sharma, M. S. Dec 5 2016 In : Sensors (Switzerland). 16, 12, 2047

Research output: Research - peer-reviewArticle

Lighting
Technology
Surveys and Questionnaires
illuminating
Cluster Analysis

Application of Bayesian stochastic learning automata for modeling lane choice behavior on high-occupancy toll lanes on State Road 167

Morgül, E. F., Ozbay, K. & Kurkcu, A. 2016 In : Transportation Research Record. 2560, p. 97-107 11 p.

Research output: Research - peer-reviewArticle

Learning algorithms

Applications of machine learning methods to identifying and predicting building retrofit opportunities

Marasco, D. E. & Kontokosta, C. E. Sep 15 2016 In : Energy and Buildings. 128, p. 431-441 11 p.

Research output: Research - peer-reviewArticle

Learning systems
Energy conservation
Classifiers
Gas emissions
Greenhouse gases

Assessing the impact of urban off-hour delivery program using city scale simulation models

Ukkusuri, S. V., Ozbay, K., Yushimito, W. F., Iyer, S., Morgul, E. F. & Holguín-Veras, J. Jun 1 2016 In : EURO Journal on Transportation and Logistics. 5, 2, p. 205-230 26 p.

Research output: Research - peer-reviewArticle

Simulation Model
Model
simulation model
Simulation model
traffic

A tablet-based surrogate system architecture for «in-situ» evaluation of cyber-physical transport technologies

Harvey, M. J., Liu, X. & Chow, J. Y. J. Dec 1 2016 In : IEEE Transactions on Intelligent Transportation Systems. 8, 4, p. 79-91 13 p., 7637077

Research output: Research - peer-reviewArticle

Experiments
Cyber Physical System
Mobile devices
Communication
Sensors

Building Efficiency: The Case for Data and Cities (Forum)

Kontokosta, C. 2016 Issues in Science and Technology

Research output: ResearchArticle

Causal structure learning for travel mode choice using structural restrictions and model averaging algorithm

Ma, T. Y., Chow, J. Y. J. & Xu, J. Dec 20 2016 (Accepted/In press) In : Transportmetrica A: Transport Science. p. 1-27 27 p.

Research output: Research - peer-reviewArticle

travel
learning
Bayesian networks
Decision trees
Learning algorithms

Cool marble building envelopes: The effect of aging on energy performance and aesthetics

Rosso, F., Pisello, A. L., Jin, W., Ghandehari, M., Cotana, F. & Ferrero, M. Aug 5 2016 In : Sustainability. 8, 8, 753

Research output: Research - peer-reviewArticle

marble
esthetics
energy
effect
building

Design and Application of Concrete Tiles Enhanced with Microencapsulated Phase-Change Material

Narain, J., Jin, W., Ghandehari, M., Wilke, E., Shukla, N., Berardi, U., El-Korchi, T. & Van Dessel, S. Mar 1 2016 In : Journal of Architectural Engineering. 22, 1, 05015003

Research output: Research - peer-reviewArticle

Phase change materials
Tile
Concretes
Tiles
Hot Temperature
Visualization
HVAC
Mechanics
User interfaces
Decision making

Design and Performance of a Laboratory Pneumatic Gun for Soil Ballistic Applications

Cave, A., Roslyakov, S., Iskander, M. & Bless, S. Apr 1 2016 In : Experimental Techniques. 40, 2, p. 541-553 13 p.

Research output: Research - peer-reviewArticle

Projectiles
Ballistics
Pneumatics
Soils
Propellants

Dimensional factors in oxidation induced fracture in reinforced concrete

Zulli, M., Ghandehari, M., Sidelev, A. & Shah, S. P. Sep 30 2016 In : Construction and Building Materials. 122, p. 264-272 9 p.

Research output: Research - peer-reviewArticle

Reinforced concrete
Concretes
Oxidation
Corrosion
Steel

Earth's albedo variations 1998-2014 as measured from ground-based earthshine observations

Palle, E., Goode, P. R., Montañés-Rodríguez, P., Shumko, A., Gonzalez-Merino, B., Lombilla, C. M., Jimenez-Ibarra, F., Shumko, S., Sanroma, E., Hulist, A., Miles-Paez, P., Murgas, F., Nowak, G. & Koonin, S. E. May 16 2016 In : Geophysical Research Letters. 43, 9, p. 4531-4538 8 p.

Research output: Research - peer-reviewArticle

Earth albedo
albedo
moon
cycles
Moon

Equilibrium scheduling of vehicle-to-grid technology using activity based modelling

Nourinejad, M., Chow, J. Y. J. & Roorda, M. J. Apr 1 2016 In : Transportation Research Part C: Emerging Technologies. 65, p. 79-96 18 p.

Research output: Research - peer-reviewArticle

Travellers
Modeling
Grid
scheduling
Scheduling

Evaluation of Different Features for Matching Point Clouds to Building Information Models

Gao, T., Ergan, S., Akinci, B. & Garrett, J. Jan 1 2016 In : Journal of Computing in Civil Engineering. 30, 1, 04014107

Research output: Research - peer-reviewArticle

Lasers
Service life
Scanning

Feature selection for ranking of most influential variables for evacuation behavior modeling across disasters

Demiroluk, S., Anil Yazici, M., Ozbay, K. & Carnegie, J. A. 2016 In : Transportation Research Record. 2599, p. 24-32 9 p.

Research output: Research - peer-reviewArticle

Disasters
Feature extraction
Logistics
Uncertainty

Field load tests on plastic tube cast-in-place concrete piles

Qi, C. G., Chen, Y. H. & Iskander, M. Jan 1 2016 In : Proceedings of the Institution of Civil Engineers: Ground Improvement. 169, 1, p. 9-21 13 p.

Research output: Research - peer-reviewArticle

Cast in place concrete
Piles
Plastics
pile
plastic
Embankment dams
Risk assessment
Dams
Erosion
Service life

Inverse vehicle routing for activity-based urban freight forecast modeling and city logistics

You, S. I., Chow, J. Y. J. & Ritchie, S. G. Aug 8 2016 In : Transportmetrica A: Transport Science. 12, 7, p. 650-673 24 p.

Research output: Research - peer-reviewArticle

Vehicle routing
Logistics
logistics
Traffic congestion
Air pollution
HVAC
Information systems
Mechanics

Modeling evacuation behavior under hurricane conditions

Yang, H., Morgul, E. F., Ozbay, K. & Xie, K. 2016 In : Transportation Research Record. 2599, p. 63-69 7 p.

Research output: Research - peer-reviewArticle

Hurricanes
wastewater
modeling
rate
laboratory
Escherichia coli

Modeling the energy retrofit decision in commercial office buildings

Kontokosta, C. E. Nov 1 2016 In : Energy and Buildings. 131, p. 1-20 20 p.

Research output: Research - peer-reviewArticle

Office buildings
Energy efficiency
Retrofitting
Managers
Decision making

Node modeling for congested urban road networks

Jabari, S. E. Sep 1 2016 In : Transportation Research Part B. 91, p. 229-249 21 p.

Research output: Research - peer-reviewArticle

Node
Modeling
Road network
road network
Network flow
Costs
Subways
Elasticity

Observations of multi-scale granular kinematics around driven piles in plane strain condition

Chen, Z., Omidvar, M. & Iskander, M. Sep 1 2016 In : Geotechnical Testing Journal. 39, 5, p. 827-841 15 p.

Research output: Research - peer-reviewArticle

plane strain
pile
kinematics
Piles
Kinematics