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BuildSys 2015: Seoul, South Korea
- David E. Culler, Yuvraj Agarwal, Rahul Mangharam:
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, BuildSys 2015, Seoul, South Korea, November 4-5, 2015. ACM 2015, ISBN 978-1-4503-3981-0
Keynote Address
- Hendrik F. Hamann:
From Smart Sensors to Smarter Solutions with Physical Analytics. 1
It's all about the Metadata
- Arka Aloke Bhattacharya, Dezhi Hong, David E. Culler, Jorge Ortiz, Kamin Whitehouse, Eugene Wu:
Automated Metadata Construction to Support Portable Building Applications. 3-12 - Bharathan Balaji, Chetan Verma, Balakrishnan Narayanaswamy, Yuvraj Agarwal:
Zodiac: Organizing Large Deployment of Sensors to Create Reusable Applications for Buildings. 13-22 - Jingkun Gao, Joern Ploennigs
, Mario Berges:
A Data-driven Meta-data Inference Framework for Building Automation Systems. 23-32 - Arka Aloke Bhattacharya, Joern Ploennigs
Short Paper: Analyzing Metadata Schemas for Buildings: The Good, the Bad, and the Ugly. 33-34
My Disaggregation Algorithm is Better than Yours!
- Pandarasamy Arjunan, Harshad D. Khadilkar, Tanuja Ganu, Zainul M. Charbiwala, Amarjeet Singh, Pushpendra Singh:
Multi-User Energy Consumption Monitoring and Anomaly Detection with Partial Context Information. 35-44 - S. N. Akshay Uttama Nambi, Antonio Reyes Lua, R. Venkatesha Prasad
LocED: Location-aware Energy Disaggregation Framework. 45-54 - Jack Kelly, William J. Knottenbelt:
Neural NILM: Deep Neural Networks Applied to Energy Disaggregation. 55-64
Towards Smarter Cities!
- Bo-Jhang Ho, Paul D. Martin, Prashanth Swaminathan, Mani B. Srivastava
From Pressure to Path: Barometer-based Vehicle Tracking. 65-74 - Neil Klingensmith, Anantharaghavan Sridhar, Zachary LaVallee, Suman Banerjee:
Water or Slime?: A Platform for Automating Water Treatment Systems. 75-84 - Mischa Schmidt, Anett Schülke, Alberto Venturi, Roman Kurpatov:
Energy Efficiency Gains in Daily Grass Heating Operation of Sports Facilities through Supervisory Holistic Control. 85-94 - Maxim Buevich, Xiao Zhang, Dan Schnitzer, Tristan Escalada, Arthur Jacquiau-Chamski, Jon Thacker, Anthony Rowe:
Short Paper: Microgrid Losses: When the Whole is Greater Than the Sum of Its Parts. 95-98
Poster and Demo Session
- Joern Ploennigs
Demo Abstract: The Immersive Reality of Building Data. 99-100 - Jonathan Fürst, Kaifei Chen, Randy H. Katz, Philippe Bonnet
Demo Abstract: Human-in-the-loop BMS Point Matching and Metadata Labeling with Babel. 101-102 - Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz:
Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings. 103-104 - Jason Koh, Bharathan Balaji, Rajesh K. Gupta, Yuvraj Agarwal:
Poster Abstract: Controlling Actuation in Central HVAC Systems in Buildings. 105-106 - Afreen Ferdoash, Shubham Saini, Jitesh Khurana, Amarjeet Singh:
Poster Abstract: Analytics Driven Operational Efficiency in HVAC Systems. 107-108 - Ruoxi Jia, Ming Jin, Han Zou, Yigitcan Yesilata, Lihua Xie, Costas J. Spanos:
Poster Abstract: MapSentinel: Map-Aided Non-intrusive Indoor Tracking in Sensor-Rich Environments. 109-110 - Madhur Behl, Rahul Mangharam:
Poster Abstract: A Data-Driven Demand Response Recommender System. 111-112 - Kenan Imamovic, Fisayo Caleb Sangogboye
Poster Abstract: Improving Occupancy Presence Prediction via Multi-Label Classification. 113-114 - Chayan Sarkar, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad
Poster Abstract: Learning Individual Preferences for Energy-Efficiency and Comfortable Living. 115-116 - Sabina Tomkins, Lise Getoor:
Poster Abstract: Contextual Air Conditioning Disaggregation with Probabilistic Soft Logic. 117-118 - Gabriel Fierro, David E. Culler:
Poster Abstract: XBOS: An Extensible Building Operating System. 119-120 - Michael P. Andersen, Gabe Fierro, Sam Kumar, Michael Chen, Leonard Truong, Joyce Kim, Edward A. Arens, Hui Zhang, Paul Raftery
Poster Abstract: Well-Connected Microzones for Increased Building Efficiency and Occupant Comfort. 121-122
Data Driven Buildings and Cities
- Dezhi Hong, Hongning Wang
The Building Adapter: Towards Quickly Applying Building Analytics at Scale. 123-132 - Marco Pritoni
Short Paper: A Method for Discovering Functional Relationships Between Air Handling Units and Variable-Air-Volume Boxes From Sensor Data. 133-136 - Madhur Behl, Rahul Mangharam:
Sometimes, Money Does Grow On Trees: Data-Driven Demand Response with DR-Advisor. 137-146 - Waseem Abbas, Lina Sela Perelman, Saurabh Amin, Xenofon D. Koutsoukos:
An Efficient Approach to Fault Identification in Urban Water Networks Using Multi-Level Sensing. 147-156
Our Bread and Butter -- Making Occupancy and HVAC Systems better!
- Srinarayana Nagarathinam
Centralized Management of HVAC Energy in Large Multi-AHU Zones. 157-166 - Baihong Jin, Pierluigi Nuzzo, Mehdi Maasoumy, Yuxun Zhou, Alberto L. Sangiovanni-Vincentelli
A Contract-based Framework for Integrated Demand Response Management in Smart Grids. 167-176 - Zheng Yang, Burcin Becerik-Gerber
Cross-Space Building Occupancy Modeling by Contextual Information Based Learning. 177-186 - Vikas Chandan, Arun Vishwanath, Min Zhang, Shivkumar Kalyanaraman:
Short Paper: Data Driven Pre-cooling for Peak Demand Reduction in Commercial Buildings. 187-190
So, What do We do with All the Disaggregated Energy Data?!?
- Nipun Batra, Amarjeet Singh, Kamin Whitehouse:
If You Measure It, Can You Improve It?: Exploring The Value of Energy Disaggregation. 191-200 - Devika Pisharoty, Rayoung Yang
ThermoCoach: Reducing Home Energy Consumption with Personalized Thermostat Recommendations. 201-210 - Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David E. Irwin, Prashant J. Shenoy
iProgram: Inferring Smart Schedules for Dumb Thermostats. 211-220 - Mohit Jain, Deepika Chhabra, Amarjeet Singh:
Short Paper: Comparing Energy Feedback Techniques for Dormitory Students in India. 221-224
Health and Lighting in Smart Buildings
- José M. Alcalá, Oliver Parson, Alex Rogers:
Detecting Anomalies in Activities of Daily Living of Elderly Residents via Energy Disaggregation and Cox Processes. 225-234 - Nan Zhao, Matthew Aldrich, Christoph F. Reinhart
A Multidimensional Continuous Contextual Lighting Control System Using Google Glass. 235-244 - Sina Afshari, Tianna-Kaye Woodstock, M. Hossain Toufiq Imam, Sandipan Mishra, Arthur C. Sanderson, Richard J. Radke
Short Paper: : The Smart Conference Room: An Integrated System Testbed for Efficient, Occupancy-Aware Lighting Control. 245-248
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