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ORCID11th BuildSys 2026: Banff, Canada
- Proceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2026, Banff, Canada, June 22-25, 2026. ACM 2026, ISBN 979-8-4007-2012-3
Session A: Reading Occupants (and Piglets)
- Fatimah Mohammad Alhassan, Matthew Louis Mauriello:
Bridging Energy and Activity: Forecasting Residential Electricity Use with Wearable Activity Tracker Data. 1-12 - Ruiqing Wang, Jiale Zhang, Sungmin Lee, Jeremy Miles, Gary A. Rohrer, Yiwen Dong:
Behav2Need: Ethology-Driven Animal Need Understanding via Multimodal Sensing on Smart Farms. 13-23 - Naailah Mahamoodally, Manar Amayri, Nizar Bouguila:
Probabilistic Hypothesis Anchored Domain Adaptation for Modeling Human Behavior. 24-34 - Yufei Zhang, Vasantha Ramani, Andrew Sonta:
Load-as-a-sensor? Sensing indoor conditions at scale with system identification models of HVAC loads. 35-45 - Zeinab Khorasani zadeh, Mohamed Ouf, Burak Gunay, Benoit Delcroix, Gilbert Larochelle Martin:
An Adaptive Thermostat Control Algorithm for Occupant-Centric Direct Load Control in Residential Buildings. 46-53 - Wei Luo, Ava Mohammadi, Rick Kramer, Zoltan Nagy:
PhysioStat: Thermophysiological Indoor Climate Control for Human-Centric, Energy-Efficient Buildings. 54-58 - Wooyoung Jung, Prosper Babon-Ayeng:
Language As a Sensor: Narrative-Enhanced Thermal Comfort Modeling. 59-63 - Kaiyuan Hou, Xuan Di, Xiaofan Jiang:
T-Gated: A Scene-Aware Framework for Occlusion-Resilient Passenger Analytics in Bus Interiors. 64-68
Session B: When GenAI Meets BuildSys
- Stefan Petrescu, Jan S. Rellermeyer:
Generative Models as a Catalyst for Lowering the Barrier to Synthetic Sensor Telemetry. 69-80 - Mohannad Takrouri, Nicolas M. Cuadrado, Martin Takác:
WattCouncil: Context-Aware Household Energy Scenario Generation With Governed LLMs. 81-91 - Krzysztof Walczak, Mario Bergés:
Exploring LLM-Powered Agents for Modeling Thermal Dynamics of Buildings. 92-102 - Ousmane Dieng, Kaiwen Zhao, Stephen Lee:
Knowledge-Guided Self-Reflection LLM Agents for HVAC Simulation in EnergyPlus. 103-114 - Felix Koch, Fabian Raisch, Benjamin Tischler:
Thermal-GEMs: Generalized Models for Building Thermal Dynamics. 115-125 - Ryan Dubois, Bianca Howard:
Do Large Multimodal Models Understand Construction Drawings? An Evaluation of Visually Grounded Workflows. 126-130
Session C: Smarter Controls
- Zhibo Hou, Zhiyu An, Wan Du:
TIME: Information-Theoretic MPPI Exploration for Efficient HVAC Control. 131-141 - Yunqin Liu, Huayu Jiang, Zhe Wang:
Decision-Focused Model Predictive Control for Fixed-Frequency HVAC System. 142-152 - Hamid Rajabi, Alberto Cerpa:
REAL: Real-world and Energy-efficient Adaptive Inverse Reinforcement Learning for Smart Buildings. 153-163 - Mohammad Esmaeili, Sascha Hammes, David Geisler-Moroder, Johannes Weninger, Samuele Tosatto, Philipp Zech:
Safe Reinforcement Learning for Joint Lighting and Blind Control Using Predictive Control Barrier Functions. 164-174 - Huayu Jiang, Yunqin Liu, Zhe Wang:
Tiny-AMPC: A Quantized Multi-Layer Perceptron (MLP) Framework for Mixed-Integer Model Predictive Control. 175-184
Session D: Data, Data Everywhere
- Sylvia Imanirakiza, Alex Yen, Pat Pannuto, Jay Taneja:
Lights, Camera, Voltage: Inferring Electric Grid Voltage Using Image-Based Sensing. 185-195 - Aayush Kuloor, Anurag Singh, Harsh Dhru, Nipun Batra:
NILMBENCH2026: A Benchmark for Energy Disaggregation. 196-206 - Yun-Dam Ko, Hyeyun Eunice Jung, Marco Pritoni, Rishee Jain:
BrickQA: Bridging the Semantic Gap in Building Operations with Dynamic Graph Exploration. 207-217 - Umut Mete Saka, Fletcher T. Chapin, Lazlo Paul, Avia Anwar, Scott Struck, Meagan S. Mauter, Gabe Fierro:
Acquirium: Toward Interoperable Data Driven Applications in Water Treatment Systems. 218-229 - Sang Woo Ham, Donghun Kim, Michael Rossetti, John Sipple:
Tensorized Radiative Heat Transfer for a Scalable and Calibrated Building Energy Simulator. 230-233 - Stefan Petrescu, Jan S. Rellermeyer:
RIoT: An IoT Dataset for Robust Smart Building Systems in the Wild. 234-239
Session E: Stories from Operations
- Rani Farinda, Kanstantsin Palitai, Krzysztof Popiolek, Alessandro Seganti:
Adaptive Control for Energy Optimization in Data Center. 240-250 - Filmon Yacob, Gideon Mbiydzenyuy:
Individualized Drift Detection in District Heating via Persistence based Monitoring of Model Residuals. 251-259 - Michael Hadwiger, Thomas Hirsch, Samina Kadkhoda Masoumali, Gerald Schweiger:
Benchmarking Data-Driven Time Series Classification Methods for a real-world Building HVAC System. 260-270 - Varsha Badgujar, Gideon Mbiydzenyuy:
Federated Drift Monitoring for District Heating Meters Using Lightweight Statistical Signatures. 271-281 - Zahraa Khais Shahid, Saguna Saguna, Christer Åhlund:
Unsupervised Analysis of EcoStruxure Building Operation (EBO) Alarm Logs in School Buildings. 282-292
Session F: For Better Models
- Yilin Cai, Ashrant Aryal:
Assessing the Reliability of Bayesian Calibration Under Uncertain Priors for Building Energy Retrofit Applications. 293-301 - Ava Mohammadi, Rick Kramer, Zoltan Nagy:
Coordination Architecture Shapes Continuous Demand Response Outcomes in Building Districts. 302-312 - Jan Buermann, Andrew Cruden, Sebastian Stein:
Designing Personalised Residential Hybrid Battery Systems Through a Two‑Tier Mixed‑Integer and Genetic Algorithm Framework. 313-323 - Cong Huang, Jack C. P. Cheng, Fangli Hou, Zhaoji Wu, Helen H. L. Kwok:
Reliable Indoor Air Quality Prediction with Uncertainty-Aware Spatiotemporal GNN. 324-333 - Hao Xuan Zhang, Zhengbo Zou, Sheryl Staub-French:
Image-based dynamic-aware high-fidelity surface reconstruction using Gaussian Splatting for indoor environments. 334-343
Session G: Urban Intelligence
- Alice Han, Angela Han, Tony Nguyen, Victoria Zhang, Alivia Zhao, Desmond Wan, Wan D. Bae, Matthew Horak:
Multimodal Walkability Assessment and Path Optimization for Pedestrian Routing Using Environmental Analytics and LLMs. 344-353 - Vivian W. H. Wong, Dongdong Wang, Ao He:
ST-DIF: A Spatio-Temporal Framework Integrating Adjacency Information in Crowd Forecasting. 354-363 - Masood Shamsaiee, Ursula Eicker:
A Census-Consistent Synthetic Population Pipeline for Urban Energy Systems Research. 364-373 - Wei Wu, Qingchun Li, Yu Hou:
Scan2UBEM: An AI-driven End-to-End Pipeline Towards Automated Urban Building Energy Modeling from 3D Scans. 374-384 - Jesse Ward-Bond, Shoshanna Saxe, Elias B. Khalil:
UrbanOPT: A Computational Framework for Housing Development Optimization. 385-389 - Fabian Mkocheko, Walid A. Hanafy, Adam Lechowicz, David Irwin, Prashant J. Shenoy:
City-Scale Decarbonization of Residential Heating under Transformer Constraints. 390-394
Session H: Money Matters
- Binoy Kumar Karmakar, Gopinath Karmakar:
Partial Shading in BIPV Arrays - An Optimization of Algorithmic Components to Mitigate its Impact. 395-404 - Julian Ruddick, Cedric De Cauwer, Thierry Coosemans, Maarten Messagie:
Should Belgians Install an Advanced Energy Management System in Their Electrified Dwelling ? 405-416 - Cooper Sigrist, Anupama Sitaraman, Alice Zhang, Adam Lechowicz, Mohammad Hajiesmaili, Yuvraj Agarwal:
The Price to Site: Cost-Effective Incentives for Solar Deployment. 417-428 - Anany Pratap Gupta, Xiangyu Li, Keyang Yu, Qi Li:
SolarSys: Scalable Peer-to-Peer Energy Trading for Residential Virtual Power Plants. 429-439
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