Sustainability

Mayer, Kevin, Lukas Haas, Tianyuan Huang, Juan Bernabé-Moreno, Ram Rajagopal, and Martin Fischer. “Estimating Building Energy Efficiency from Street View Imagery, Aerial Imagery, and Land Surface Temperature Data”, Applied Energy, 333 (January 3, 2023). https://doi.org/10.1016/j.apenergy.2022.120542.

Sonta, Andrew, Thomas Dougherty, and Rishee Jain. “Data-Driven Optimization of Building Layouts for Energy Efficiency”, Energy & Buildings, 238, no. 2021 (2021): 110815.

Sonta, Andrew, and Rishee Jain. “Learning Socio-Organizational Network Structure in Buildings With Ambient Sensing Data”. Center for Integrated Facility Engineering, 2020. https://purl.stanford.edu/ss773tz5948.

Chai, Elaina, and Boris Murmann. “Machine Learning Hardware Case Study for Smart Buildings”. Center for Integrated Facility Engineering, 2020. https://purl.stanford.edu/rj953fk8222.

Chai, Elaina, and Boris Murmann. “Edge Computing Hardware for Smart Buildings”. Center for Integrated Facility Engineering, 2019. https://purl.stanford.edu/ns297py3379.

Nutkiewicz, Alex, Zheng Yang, and Rishee Jain. “Data-Driven Urban Energy Simulation (DUE-S): A Framework for Integrating Engineering Simulation and Machine Learning Methods in a Multi-Scale Urban Energy Modeling Workflow”, Applied Energy, 225, no. 2018 (2018): 1176. https://purl.stanford.edu/vz908gn4047.

Hall, Daniel, and Raymond Levitt. “Which Project Integration Strategies Deliver High Performance Projects?”. Center for Integrated Facility Engineering, 2018. https://purl.stanford.edu/by862mp7407.

Grey, Flavia, and Renate Fruchter. “Modelling the Dynamic Interaction Between Building Performance and Occupant Well-Being”. Center for Integrated Facility Engineering, 2017. https://purl.stanford.edu/km423nf8049.

Hippe, Ariel, Austin Becker, Martin Fischer, and Benedict Schwegler. “Estimation of Cost Required to Elevate US Ports in Response to Climate Change: A Thought Exercise for Climate Critical Resources”. Center for Integrated Facility Engineering, 2015. https://purl.stanford.edu/rm328fb1292.

Mehdizadeh, Roshan, Martin Fischer, and Amelia Celoza. “LEED and Energy Efficiency: Do Owners Game the System?”, Journal of Sustainable Real Estate, 5, no. 1 (2014): 23-34. https://purl.stanford.edu/jx532ch4767.

Yuventi, Jumie, and Roshan Mehdizadeh. “A Critical Analysis of Power Usage Effectiveness and Its Use As Data Center Energy Sustainability Metrics”. Center for Integrated Facility Engineering, 2013. https://purl.stanford.edu/yz143cs2917.

Fu, Ernestine, David Newell, Austin Becker, Benedict Schwegler, and Martin Fischer. “Is Adaptation Sustainable?”, Construction Innovation, 2013.

Mehdizadeh, Roshan, Martin Fischer, and Judee Burr. “The Green Housing Privilege? An Analysis of the Connections Between Socio-Economic Status of California Communities and Leadership in Energy and Environmental Design (LEED) Certification”. Center for Integrated Facility Engineering, 2013. https://purl.stanford.edu/mh795zq4526.

Mehdizadeh, Roshan, Martin Fischer, and Judee Burr. “The Green Housing Privilege? An Analysis of the Connections Between Socio-Economic Status of California Communities and Leadership in Energy and Environmental Design (LEED) Certification” 6, no. 5 (2013): 37-49. https://purl.stanford.edu/hj649dp5564.

Mehdizadeh, Roshan, and Martin Fischer. “The Unintended Consequences of Greening America: an Examination of How Implementing Green Building Policy May Impact the Dynamic Between Local, State & Federal Regulatory Systems & The Possible Exacerbation of Class Segregation”. Center for Integrated Facility Engineering, 2013. https://purl.stanford.edu/mp426mn8969.

Mehdizadeh, Roshan, and Martin Fischer. “The Unintended Consequences of Greening America: An Examination of How Implementing Green Building Policy May Impact the Dynamic Between Local, State, and Federal Regulatory Systems and the Possible Exacerbation of Class Segregation”, Energy, Sustainability and Society, 2013. https://purl.stanford.edu/mn061kx9879.

Kavousian, Amir, Ram Rajagopal, and Martin Fischer. “A Method to Analyze Large Data Sets of Residential Electricity Consumption to Inform Data-Driven Energy Efficiency”. Center for Integrated Facility Engineering, 2012. https://purl.stanford.edu/zm949qj2893.

Welle, Benjamin, John Haymaker, Martin Fischer, and Vladimir Bazjanac. “CAD-Centric Attribution Methodology for Multidisciplinary Optimization (CAMMO): Enabling Designers to Efficiently Formulate and Evaluate Large Design Spaces”. Center for Integrated Facility Engineering, 2012. https://purl.stanford.edu/rp997qb4230.

Maile, Tobias, Martin Fischer, John Haymaker, and Vladimir Bazjanac. “Formalizing Approximations, Assumptions, and Simplifications to Document Limitations in Building Energy Performance Simulation”. Center for Integrated Facility Engineering, 2012. https://purl.stanford.edu/tb375jd6993.

Kim, Tae Wan, Amir Kavousian, Martin Fischer, and Ram Rajagopal. “Improving Facility Performance Prediction by Formalizing an Activity-Space-Performance Model”. Center for Integrated Facility Engineering, 2012. https://purl.stanford.edu/fk563np7925.