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: Contribution to journalArticle

energy use
Natural gas
Benchmarking
natural gas
Electricity
market
Experiments
adaptation
process
Experiment

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 In : Risk Analysis.

Research output: Contribution to journalArticle

Costs
Costs and Cost Analysis
Big data
Risk analysis
Wounds and Injuries

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: Contribution to journalArticle

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: Contribution to journalArticle

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: Contribution to journalArticle

Climate change
Sea level
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 In : Journal of Building Performance Simulation. p. 1-11 11 p.

Research output: Contribution to journalArticle

Ensemble learning
Learning algorithms
Cooling
Heating
Learning algorithm

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: Contribution to journalArticle

Geotechnical engineering
Velocity measurement
digital image
Engineering research
geotechnical engineering

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: Contribution to journalArticle

energy
Energy utilization
energy use
energy efficiency
market

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: Contribution to journalArticle

Cryoglobulins
Hereditary Corneal Dystrophies
Benzoyl Peroxide
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: Contribution to journalArticle

leakage
gas
pollutant source
fossil fuel
stratosphere

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: Contribution to journalArticle

Supply chains
Steel
Information flow
Punching
Radio frequency identification (RFID)

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: Contribution to journalArticle

Traffic
Multiscale modeling
Traffic flow
Traffic network
Traffic control
means of transport
demand
mobility
service
problem

Optimal Control for Congestion Pricing: Theory, Simulation, and Evaluation

Kachroo, P., Gupta, S., Agarwal, S. & Ozbay, K. May 1 2017 In : IEEE Transactions on Intelligent Transportation Systems. 18, 5, p. 1234-1240 7 p.

Research output: Contribution to journalArticle

Costs
Control theory
Cost functions
Conservation

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: Contribution to journalArticle

kinematics
Kinematics
granular medium
plane strain
error analysis

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: Contribution to journalArticle

municipal solid waste
weather
refuse
sanitation
finance

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: Contribution to journalArticle

Imaging techniques
Pipe
Corrosion
Coated materials
Natural gas pipelines

Soil deformations during finless torpedo installation

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

Research output: Contribution to journalArticle

soil
Soils
penetration
kinematics
Kinematics

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: Contribution to journalArticle

model
demand
service
means of transport
opening up of markets
model
demand
service
means of transport
opening up of markets

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: Contribution to journalArticle

data
census
worker
population
survey
2016
parking place
Parking
Trucks
model
CAD

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

Djavadian, S. & Chow, J. Y. J. Jun 4 2016 In : Transportmetrica B. p. 1-26 26 p.

Research output: Contribution to journalArticle

service
imbalance
process
Evaluate
adaptation

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: Contribution to journalArticle

Brain Death
illuminating
Lighting
Technology
Acyclic Acids

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: Contribution to journalArticle

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: Contribution to journalArticle

Energy conservation
Classifiers
Gas emissions
Greenhouse gases
Learning systems

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: Contribution to journalArticle

model
Model
traffic
Traffic
program

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: Contribution to journalArticle

Experiments
Mobile devices
Information systems
Communication
Sensors

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

Kontokosta, C. 2016 Issues in Science and Technology

Research output: Contribution to specialist publicationArticle

structure
model
Bayesian networks
algorithm
network

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: Contribution to journalArticle

marble
degradation
esthetics
energy efficiency
energy

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: Contribution to journalArticle

Phase change materials
Tile
Compressive strength
Flowmeters
Thermal energy
Visualization
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: Contribution to journalArticle

Projectiles
Soils
Propellants
Gases
Pneumatic control

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: Contribution to journalArticle

Cryoglobulins
Apatites
Reinforced concrete
Corrosion
Common Bile Duct Diseases

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: Contribution to journalArticle

albedo
Earth 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: Contribution to journalArticle

Electric power distribution
Costs
Telecommuting
Electric drives
Mathematical operators

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: Contribution to journalArticle

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: Contribution to journalArticle

Feature extraction
Disasters
Logistics

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: Contribution to journalArticle

pile
grouting
plastic
bearing capacity
embankment
Risk assessment
Dams
Embankment dams
Service life
Erosion

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: Contribution to journalArticle

activity
model
Vehicle routing
Logistics
means of transport
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: Contribution to journalArticle

Hurricanes
Association reactions
Bufo arenarum
Acromion
Sex Differentiation
wastewater
bacterium

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: Contribution to journalArticle

Energy efficiency
Office buildings
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: Contribution to journalArticle

model
network
staging
road network
traffic
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: Contribution to journalArticle

Piles
Sand
Kinematics
Soils
Shear strain