2020

D. Karakashev, S. Gorbunov, and S. Keshav, “Making Renewable Energy Certificates Efficient, Trustworthy, and Anonymous,” To Appear Proc. IEEE SmartGridComm, November 2020.

J. Deller and S. Keshav, “The Benefits of Dynamically Resizing Storage,” Energy Storage Workshop at ACM eEnergy 2020,, June 2020.

2019

F. Kazhamiaka, Y. Ghiassi-Farokhfal, S. Keshav, and C. Rosenberg, Comparison of Different Approaches for Solar PV and Storage Sizing, Proc. IEEE Transactions on Sustainable Computing, September 2019.

F. Kazhamiaka, S. Keshav, and C. Rosenberg, Adaptive Battery Control with Neural Networks, Proc. AMLIES Workshop at ACM eEnergy 2019, June 2019.

S. Sun, F. Kazhamiaka, S. Keshav, and C. Rosenberg, Using Synthetic Traces for Robust Energy System Sizing, Proc. ACM eEnergy 2019, June 2019.

F. Kazhamiaka, C. Rosenberg, and S. Keshav, Tractable Lithium-Ion Storage Models for Optimizing Energy Systems, Energy Informatics, 2:1, 2019.
- Supplementary materials, battery data sheets: LTO, LiFePO4

2018

M. Jain, R. Kalaimani, S. Keshav, and C. Rosenberg, ”Using Personal Environmental Comfort Systems to Mitigate the Impact of Occupancy Prediction Errors on HVAC Performance,” Energy Informatics, 2018 1:60, https://doi.org/10.1186/s42162-018-0064-9, December 2018.
F. Kazhamiaka, S. Keshav, C. Rosenberg, and K.-H. Pettinger, ”Simple Spec-Based Modelling of Lithium-Ion Batteries, ” IEEE Transactions on Energy Conversion, Vol 33, No. 4, December 2018.
R. Kalaimani, M. Jain, S. Keshav, and C. Rosenberg, ”On the Interaction between Personal Comfort Systems and Centralized HVAC Systems in Office Buildings, ” J. Advances in Building Energy Research, August 2018, V7:p.1-29.
A. Adepetu, A. Alyousef, S.Keshav, and H. de Meer, Comparing Solar Photovoltaic and battery adoption in Ontario and Germany: an agent-based approach, ”Energy Informatics,” Vol. 1, No. 1, July 2018.
F. Kazhamiaka, S. Keshav, and C. Rosenberg, Robust and Practical Approaches for Solar PV and Storage Sizing, Proc. ACM eEnergy 2018, June 2018. NOTE: A correction to Eq. 16 and 17 was made on Sept 19, 2018.

S. Sun, S. Keshav, C. Rosenberg, M. Peloso, Optimal Matching of Stochastic Solar Generators to Stochastic Loads, Proc. ACM eEnergy 2018, June 2018.

M. Doroshenko, S. Keshav, C. Rosenberg, Poster: Flattening the Duck Curve Using Grid-friendly Solar Panel Orientation, Proc. ACM eEnergy 2018, June 2018.

G. Tang, S. Keshav, L. Golab, and K. Wu, Bikeshare Pool Sizing for Bike-And-Ride Multimodal Transit, IEEE Transactions on Intelligent Transportation Systems, 19(7), p. 2279-2289, 2018.

S. Edge, J. Dean, M. Cuomo, and S. Keshav, “Exploring e-bikes as a mode of sustainable transport: a temporal qualitative study of the perspectives of a sample of novice riders in a Canadian city“, Canadian Geographer/Le Geographe Canadien, April 2018.

S. Keshav How blockchain can democratize green power, The Conversation, January 2018.

2017

F. Kazhamiaka, P. Jochem, S. Keshav, and C. Rosenberg, “PV-Storage System Profitability in Multiple Jurisdictions”, Energy Policy, Vol. 109, Oct. 2017.
C. Gorenflo, I. Rios, L. Golab, S. Keshav, “Usage Patterns of Electric Bicycles: An Analysis of the WeBike Project,” Journal of Advanced Transportation, October 2017.
R. Miller, L. Golab and C. Rosenberg, “Modelling Weather Effects for Impact Analysis of Pricing Policies: Methodology and Case Study“, the International Journal of the Political, Economic, Planning, Environmental and Social Aspects of Energy, vol. 105, 2017.
C. Song, W. Jing, P. Zeng, and C. Rosenberg, “An analysis on the energy consumption of circulating pumps of residential swimming pools for peak load management” in Applied Energy, Vol. 195, June 2017.
C. Gorenflo, L. Golab, S. Keshav, “Managing Sensor Data Streams: Lessons Learned from the WeBike Project”, Proc. ACM SSDBM 2017,
S. Fink, L. Golab, S. Keshav, H. de Meer, “How Similar is the Usage of Electric Cars and Electric Bicycles?”, Proc. ACM e-Energy 2017 EV-SYS Workshop, May 2017. (Invited paper).

2016

A. Rabbani and S. Keshav, “The SPOT* Personal Thermal Comfort System,” Proc. ACM BuildSys’16, November 2016.
Y. Jiang, R. Levman, L. Golab, J. Nathwani, Analyzing the Impact of the 5CP Ontario Peak Reduction Program on Large Consumers, Energy Policy 93 (2016) 96-100.
O. Ardakanian, S. Keshav, C. Rosenberg, “Integration of Renewable Generation and Elastic Loads into Distribution Grids,” Springer, 2016.
F. Kazhamiaka, C. Rosenberg, S. Keshav, “Practical Strategies for Storage Operation in Energy Systems: Design and Evaluation,” IEEE Transactions on Sustainable Energy, Vol. 7, no. 4, pp. 1602-1610, Oct. 2016.
R. P. Singh, B. Cassell, S. Keshav, T. Brecht, “TussleOS: Managing Privacy Versus Functionality Trade-Offs on IoT Devices,” SIGCOMM CCR July 2016.
F. Kazhamiaka, C. Rosenberg, S. Keshav, “Li-Ion Storage Models for Energy System Optimization: The Accuracy-Tractability Tradeoff,” Proc. ACM e-Energy 2016.
A. Adepetu and S. Keshav, “Understanding Solar PV and Battery Adoption in Ontario: An Agent-Based Approach,” Proc. ACM e-Energy 2016.
L. Gebhard, L. Golab. S. Keshav, and H. de Meer, “Range prediction for electric bicycles,” Proc. ACM e-Energy 2016.
R. Kalaimani, S. Keshav, and C. Rosenberg, “Multiple Time-scale Model Predictive Control for Thermal Comfort in Buildings,” Poster in ACM e-Energy 2016.
I. Rios, L. Golab. and S. Keshav, “Analyzing the Usage Patterns of Electric Bicycles,” EV-SYS Workshop at ACM e-Energy, 2016.
F. Niedermeier, F. Kazhamiaka, H. de Meer, “Energy Supply Aware Power Planning for Flexible Loads,” Proc. E2DC workshop at ACM e-Energy 2016.
A. Pat, K. Larson, and S. Keshav, Big-Data Mechanisms and Energy-Policy Design, Proc. AAAI 2016.
D. Fooladivanda, C. Rosenberg, and S. Garg, “Energy Storage and Regulation: An Analysis”, to appear in IEEE Trans. on Smart Grids (Accepted October 2015)
A. Adepetu, V. Arya, and S. Keshav, An Agent-Based Electric Vehicle Ecosystem Model: San Francisco Case Study, Transport Policy (2016): 109-122.
Y. Ghiassi-Farrohkfal, C. Rosenberg, S. Keshav, and M.-B. Adjaho Optimal Operation and Design of Hybrid Energy Storage Systems, IEEE Journal on Selected Areas in Communications 34.3 (2016): 639-650.

2015

R. P. Singh. Personal Data Management in the Internet of Things, PhD thesis, University of Waterloo, Nov 2015.
D. Fooladivanda, C. Rosenberg, and S. Garg, Analysis of Energy- and SoC-Neutral Contracts for Frequency Regulation with Energy Storage, Proc. IEEE Smart Grid Communications, November 2015.
A. Adepetu and S. Keshav, The Relative Importance of Price and Driving Range on Electric Vehicle Adoption: Los Angeles Case Study, Transportation: 1 – 21, Springer, August 2015.
X. Liu, L. Golab, W. Golab, and I. Ilyas, Benchmarking Smart Meter Data Analytics, Proc. Int. Conf. on Extending Data Base Technology (EDBT) 2015, 385-396.
X. Liu, L. Golab, and I. Ilyas, SMAS: A Smart Meter Data Analytics System, Proc. IEEE Int. Conf. on Data Engineering (ICDE) 2015, 1476-1479.
A. Rabbani and S. Keshav, The SPOT* System for Flexible Personal Heating and Cooling, Poster, Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems (e-Energy), July 2015, 209-210. Best Poster Award.
N. Mehboob, C. Canizares, and C. Rosenberg, Day-Ahead Dispatch of Distribution Feeders Considering Temporal Uncertainties of PEVs, the Power Tech 2015 conference, Eindhoven, July 2015. Best Paper Award.
Y. Ghiassi-Farrokhfal, F. Kazhamiaka, C. Rosenberg, and S. Keshav, Optimal Design of Solar PV Farms with Storage, IEEE Transactions on Sustainable Energy, October 2015.
X. Gao, L. Golab, S. Keshav, What’s wrong with my solar panels: a data-driven approach, Proc. Workshop on Energy Data Management, March 2015, pp. 86-93.
R. P. Singh, T. Brecht, and S. Keshav. Towards VM Consolidation Using a Hierarchy of Idle States, Proc. ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE), March 2015.
Y. Ghiassi-Farrokhfal, S. Keshav, and C. Rosenberg, Towards a Realistic Performance Analysis of Storage Systems in Smart Grids, IEEE Transactions on Smart Grids, Vol 6, No. 1, January 2015, pp. 402-410.
Y. Ghiassi-Farrokhfal, S. Keshav, C. Rosenberg, and F. Ciucu. Solar Power Shaping: An Analytical Approach, IEEE Transactions on Sustainable Energy, Vol 6, No. 1, Jan. 2015.

2014

S. Singla, Y. Ghiassi-Farrokhfal, and S. Keshav. Using Storage to Minimize Carbon Footprint of Diesel Generators for Unreliable Grids, IEEE Transactions on Sustainable Energy, Vol 5, No. 4, pp. 1270-1277. 2014.
O. Ardakanian, C. Rosenberg and, S. Keshav, Quantifying the Benefits of Extending Electric Vehicle Charging Deadlines with Solar Generation, Proc. IEEE Smart Grid Communications, November 2014.
D. Fooladivanda, C. Rosenberg, and S. Garg. An Analysis of Energy Storage and Regulation, Proc. IEEE Smart Grid Communications, November 2014.
M. Maasoumy, C. Rosenberg, A. Sangiovanni-Vincentelli, and D. Callaway. Model Predictive Control Approach to Online Computation of Demand-Side Flexibility of Commercial Buildings HVAC Systems for Supply Following, American Control Conference, Portland, June 2014. Runner up for Student Best Paper Award.
N. Mehboob, C. Canizares and C. Rosenberg. Day-ahead dispatch of PEV loads in a residential distribution system, IEEE PES General Meeting, July 2014.

T. Carpenter, L. Golab, S. J. Syed. Is The Grass Greener? Mining Electric Vehicle Opinions. Proc. ACM e-Energy, June 2014.
Y. Ghiassi-Farrokhfal, S. Keshav and C. Rosenberg. An EROI-Based Analysis of Renewable Energy Farms with Storage, Proc. ACM e-Energy, June 2014.
Y. Jiang R. Levman, L. Golab, J. Nathwani, Predicting peak-demand days in the Ontario peak reduction program for large consumers, Proc. ACM e-Energy 2014, 221-222
T. Carpenter, S. Keshav, and J.W. Wong. Sizing Finite Population Vehicle Pools, IEEE Transactions on Intelligent Transportation Systems, Volume 15, issue 3, pp. 1134-1144, June 2014.
O. Ardakanian, N. Koochakzadeh, R. P. Singh, L. Golab, S. Keshav. Computing Electricity Consumption Profiles from Household Smart Meter Data, 3rd Workshop on Energy Data Management, March 2014.
O. Ardakanian, S. Keshav, C. Rosenberg. Real-Time Distributed Control for Smart Electric Vehicle Chargers: From a Static to a Dynamic Study, IEEE Transactions on Smart Grid, vol.5, no.5, pp. 2295-2305, Sept. 2014.

2013

S. Singla, Y. Ghiassi-Farrokhfal, and S. Keshav. Battery Provisioning and Scheduling For a Hybrid Battery-Diesel Generator System, ACM SIGMETRICS Performance Evaluation Review, December 2013.
H. Zarkoob, S. Keshav, and C. Rosenberg. Optimal Contracts For Providing Load-Side Frequency Regulation Service Using Fleets of Electric Vehicles, J. Power Sources, vol. 241, pp. 94-111, November 2013.
P.X. Gao and S. Keshav. Optimal Personal Comfort Management Using SPOT+, Proc. BuildSys Workshop, November 2013. Best Student Paper Award.
J. Taneja, V. Smith, D. Culler and C. Rosenberg. A Comparative Study of High Renewables Penetration Electricity Grids, Proc. IEEE SmartGridComm Symposium, October 2013.
A. Adepetu, E. Rezaei, D. Lizotte, and S. Keshav. Critiquing Time-Of-Use Pricing in Ontario, Proc. IEEE SmartGridComm Symposium, October 2013.
K. Kogan, S. Nikolengo, S. Keshav, and A. Lopez-Ortiz. Efficient Demand Assignment in Multi-Connected Microgrids, Extended Abstract, Proc. SustainIT, October 2013.
S. Alamdari, T. Biedl, T. M. Chan, E. Grant, K.R Jampani, S. Keshav, A. Lubiw and V. Pathak. Smart-grid Electricity Allocation via Strip Packing with Slicing, Proc. WADS, August 2013.
T. Carpenter, A. R. Curtis, and S. Keshav. The Return On Investment For Taxi Companies Transitioning To Electric Vehicles, Transportation, June 2013.
S. Singla, Y. Ghiassi-Farrokhfal, and S. Keshav. Battery Provisioning and Scheduling for a Hybrid Battery-Diesel Generator System, Proc. GreenMetrics Workshop, June 2013.
Y. Ghiassi-Farrokhfal, S. Keshav, and C. Rosenberg. Firming Solar Power, Extended Abstract/Poster, Proc. ACM SIGMETRICS, June 2013.
O. Ardakanian, C. Rosenberg, and S. Keshav. Distributed Control of Electric Vehicle Charging, Proc. ACM e-Energy, May 2013. Winner of Best Paper Award.
P. X. Gao and S. Keshav. SPOT: A Smart Personalized Ofﬁce Thermal Control System, Proc. ACM e-Energy, May 2013.
R. P. Singh, S. Keshav, and T. Brecht. A Cloud-Based Consumer-Centric Architecture for Energy Data Analytics, Proc. ACM e-Energy, May 2013.
P. X. Gao. SPOT: A Smart Personalized Office Thermal Control System, MMath thesis, University of Waterloo, May 2013.
S. Singla. On Using Storage and Genset for Mitigating Power Grid Failures, MMath thesis, University of Waterloo, April 2013.
S. Alamdari, T. Biedl, T. M. Chan, E. Grant, K.R. Jampani, S. Keshav, A. Lubiw and V. Pathak. Smart-grid Electricity Allocation via Strip Packing with Slicing, Extended Abstract, EuroCG Workshop, March 2013.
P. Srikantha. Impact of Elasticity in Domestic Appliances on Aggregate Residential Power Demands, MASc thesis, University of Waterloo, March 2013.

2012

O. Ardakanian, C. Rosenberg, and S. Keshav. On the Impact of Storage in Residential Power Distribution Systems, ACM SIGMETRICS Performance Evaluation Review 40.3 (2012): 43-47.
O. Ardakanian, C. Rosenberg, and S. Keshav. Real Time Distributed Congestion Control for Electrical Vehicle Charging (invited paper), ACM SIGMETRICS Performance Evaluation Review 40.3 (2012): 38-42.
S. Keshav and C. Rosenberg. On Load Elasticity, IEEE Comsoc MMTC-E letter, #8, Vol. 7 November 2012.
S. Singla, S. Keshav. Demand Response through a Temperature Setpoint Market in Ontario, Proc. IEEE SmartGridComm, November 2012.
P. Srikantha, S. Keshav, C. Rosenberg. Distributed Control for Reducing Carbon Footprint in the Residential Sector, Proc. IEEE SmartGridComm, November 2012. Winner of Best Paper Award in its track.
R. P. Singh, P. X. Gao, D. J. Lizotte. On Hourly Peak Load Prediction, Proc. IEEE SmartGridComm, November 2012. Winner of Best Paper Award in its track.
X.Gao, A.R. Curtis. B.Wong, and S. Keshav. It’s Not Easy Being Green, Proc. ACM SIGCOMM, August 2012.
R. Case. Saving Electrical Energy in Commercial Buildings, MMath thesis, University of Waterloo, August 2012.
R. P. Singh, S. Keshav and T. Brecht. Home In The Sky, Poster, Microsoft Faculty Summit, July 2012.
O. Ardakanian, C. Rosenberg, and S. Keshav. On the Impact of Storage in Residential Power Distribution Systems, Proc. ACM SIGMETRICS Greenmetrics Workshop, June 2012.
O. Ardakanian, C. Rosenberg, and S. Keshav. Real Time Distributed Congestion Control for Electrical Vehicle Charging (invited paper), Proc. ACM SIGMETRICS Greenmetrics Workshop, June 2012.
P. Srikantha, C. Rosenberg, and S. Keshav. An Analysis of Peak Demand Reductions due to Elasticity of Domestic Appliances, Proc. ACM e-Energy, May 2012.
T. Carpenter, S. Singla, P. Azimzadeh, and S. Keshav. The Impact of Electricity Pricing Schemes on Storage Integration In Ontario, Proc. ACM e-Energy, May 2012.
O. Ardakanian, S. Keshav, and C. Rosenberg. On the Use of Teletraffic Theory in Power Distribution Systems, Proc. e-Energy, May 2012.
A. Curtis. Reducing the Cost of Operating a Datacenter Network, PhD thesis, University of Waterloo, June 2012.
B. Hu. Solar Panel Anomaly detection and classification, MMath thesis, University of Waterloo, May 2012.

2011

O. Ardakanian, S. Keshav, and C. Rosenberg. Markovian Models for Home Electricity Consumption, Proc. ACM SIGCOMM Green Networking Workshop, August 2011.
O. Ardakanian. Resource Provisioning in the Electrical Grid. MMath thesis, University of Waterloo, April 2011.
S. Keshav and C. Rosenberg, How Internet Concepts and Technologies Can Help Green and Smarten the Electrical Grid. Proc. ACM SIGCOMM CCR, January 2011.

2010

S. Keshav and C. Rosenberg, How Internet Concepts and Technologies Can Help Green and Smarten the Electrical Grid. Proc. ACM SIGCOMM Green Networking Workshop, August 2010.
O. Ardakanian and S. Keshav, Using Decision Making to Improve Energy Efficiency of Buildings. Proc. POMDP Practitioners Workshop, May 2010.