Table of Contents

• Overcoming Data Scarcity through Transfer Learning in CO2-Based Building Occupancy DetectionManuel Weber, Farzan Banihashemi, Peter Mandl 0001, Hans-Arno Jacobsen, Ruben Mayer. 1-10 [doi]
• Taking the Long View: Enhancing Learning On Multi-Temporal, High-Resolution, and Disparate Remote Sensing DataSantiago Correa, Gustavo Pérez, Paulina Jaramillo, Jay Taneja. 11-20 [doi]
• Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical StudyOzan Baris Mulayim, Mario Bergés. 21-30 [doi]
• PAMLR: A Passive-Active Multi-Arm Bandit-Based Solution for LoRa Channel AllocationJihoon Yun, Chengzhang Li, Anish Arora. 31-40 [doi]
• Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learningArian Prabowo, Kaixuan Chen 0001, Hao Xue 0001, Subbu Sethuvenkatraman, Flora D. Salim. 41-50 [doi]
• Decomposition-based Data Augmentation for Time-series Building Load DataYang Deng, Rui Liang, Dan Wang, Ao Li, Fu Xiao. 51-60 [doi]
• An automated data-driven platform for buildings simulationVahid Aryai, Nariman Mahdavi, Samuel R. West, Gregor Henze. 61-68 [doi]
• FSBrick: An information model for representing fault-symptom relationships in HVAC systemsMin Young Hwang, Burcu Akinci, Mario Berges. 69-78 [doi]
• Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand ResponseDoseok Jang, Lucas Spangher, Tarang Srivastava, Larry Yan, Costas J. Spanos. 79-88 [doi]
• Sense as you go: A context-aware adaptive sensing framework for on-road driver profilingAnanya Mondal, Martin Kaushal, Suchetana Chakraborty. 89-98 [doi]
• RECA: A Multi-Task Deep Reinforcement Learning-Based Recommender System for Co-Optimizing Energy, Comfort and Air Quality in Commercial BuildingsStephen Xia, Peter Wei, Yanchen Liu, Andrew Sonta, Xiaofan Jiang 0001. 99-109 [doi]
• An End-to-End Solution for Spatial Inference in Smart BuildingsMingzhe Wu, Fan Yao, Hongning Wang. 110-119 [doi]
• Reasoning about Physical Processes in Buildings through Component StereotypesGanesh Ramanathan, Simon Mayer. 120-129 [doi]
• RoboAuditor: Goal-Oriented Robotic System for Assessing Energy-intensive Indoor Appliance via Visual Language ModelsWeijia Cai, Lei Huang, Zhengbo Zou. 130-139 [doi]
• FTM-Sense: Robust Sensor-free Occupancy Sensing Leveraging WiFi Fine Time MeasurementFateme Nikseresht, Bradford Campbell. 140-148 [doi]
• CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty EstimationZhiyu An, Xianzhong Ding, Arya Rathee, Wan Du. 149-158 [doi]
• SeeQ: A Programming Model for Portable Data-Driven Building ApplicationsDimitris Mavrokapnidis, Gabe Fierro, Maria Husmann, Ivan Korolija, Dimitrios Rovas. 159-168 [doi]
• A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use EstimationEren Gökberk Halaçli, Ilkim Canli, Orçun Koral Iseri, Feyza Yavuz, Çagla Meral Akgül, Sinan Kalkan, Ipek Gürsel Dino. 169-176 [doi]
• GameVibes: Vibration-based Crowd Monitoring for Sports Games through Audience-Game-Facility Association ModelingYiwen Dong 0001, Yuyan Wu, Jesse R. Codling, Jatin Aggarwal, Peide Huang, Wenhao Ding, Hugo Latapie, Pei Zhang 0001, Hae Young Noh. 177-188 [doi]
• STEP: Semantics-Aware Sensor Placement for Monitoring Community-Scale InfrastructureAndrew Chio, Jian Peng, Nalini Venkatasubramanian. 189-197 [doi]
• TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart BuildingsHamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa. 198-207 [doi]
• ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language ModelsMinghao Li, Ruihang Wang, Xin Zhou 0003, Zhaomeng Zhu, Yonggang Wen 0001, Rui Tan. 208-211 [doi]
• Ontology Integration for Building Systems and Energy Storage SystemsFang He, Dan Wang 0002, Yaojie Sun. 212-215 [doi]
• An Energy Consumption Dataset for Ductless-split Cooling Systems to Train Large ModelsKeshav Kaushik, Vinayak Naik. 216-219 [doi]
• Classifying building energy efficiency from street view and aerial images in DenmarkKevin Mayer, Gregor Heilborn, Martin Fischer. 220-223 [doi]
• Utilizing Language Models for Energy Load ForecastingHao Xue 0001, Flora D. Salim. 224-227 [doi]
• Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter DataTobias Brudermueller, Fabian Breer, Thorsten Staake. 228-231 [doi]
• PyDCM: Custom Data Center Models with Reinforcement Learning for SustainabilityAvisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Sahand Ghorbanpour, Lekhapriya Dheeraj Kashyap, Dejan Markovikj, Lorenz Krause, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar. 232-235 [doi]
• Challenges in Cyber-Physical Attack Detection for Building Automation SystemsIsabel Madeleine Runge, Burcu Akinci, Mario Bergés. 236-239 [doi]
• BEAR-Data: Analysis and Applications of an Open Multizone Building DatasetYuexin Bian, Xiaohan Fu, Bo Liu, Rohith Rachala, Rajesh K. Gupta 0001, Yuanyuan Shi. 240-243 [doi]
• From Waste to Watts: A Self-Sustaining Water Heating System Powered by a Thermoelectric GeneratorHassan Habib Chaudhry, Ramish Majeed Raja, Muhammad Hamad Alizai, Nauman Zaffar, Naveed Anwar Bhatti. 244-247 [doi]
• Modeling of Annual and Daily Electricity Demand of Retrofitted Heat Pumps based on Gas Smart Meter DataDaniel R. Bayer, Marco Pruckner. 248-251 [doi]
• Design of Tree-Mimicking Solar Photovoltaic System Achieving Both Power Generation and AcceptabilityAkari Shimono, Yoshihiro Kawahara. 252-255 [doi]
• What's The Point: AutoEncoding Building Point NamesMahathir Almashor, Mashud Rana, John McCulloch, Ashfaqur Rahman, Subbu Sethuvenkatraman. 256-260 [doi]
• SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient BuildingsYara Almilaify, Kingsley Nweye, Zoltán Nagy 0002. 261-264 [doi]
• TUNEOPT: An Evolutionary Reinforcement Learning HVAC Controller For Energy-Comfort Optimization TuningMostafa Meimand, Vanshaj Khattar, Zahra Yazdani, Farrokh Jazizadeh, Ming Jin 0002. 265-268 [doi]
• Collaborative Resource Allocation for Affected Los Angeles Regions Leveraging Mobile Energy StoragesAbdolah Loni, Somayeh Asadi. 269-270 [doi]
• Integrated Personalized Thermal Comfort Model for Input Variable ReductionChuangkang Yang, Keiichiro Taniguchi, Shohei Miyata, Yasunori Akashi. 271-273 [doi]
• CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communitiesKingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Giuseppe Pinto, Han Li, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy 0002. 274-275 [doi]
• Debugging Buildings with Mixed RealityXiaohan Fu, John Pedraz, Anthony Rowe, Rajesh Gupta. 276-277 [doi]
• From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven OperationMartín Mosteiro-Romero, Matias Quintana, Clayton Miller, Rudi Stouffs. 278-279 [doi]
• Toward Trustworthy Machine Learning Models for Fault Detection in Energy SystemsMartin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller 0005. 280-281 [doi]
• UTwin: A digital twin of the UT Austin campusCalvin Lin, Ting-Yu Dai, Aysegul Demir Dilsiz, Drury Crawley, Dev Niyogi, Zoltán Nagy 0002. 282-283 [doi]
• ArchiGuesser - Teaching Architecture Styles using Generative AIMarkus Berger, Joern Ploennigs. 284-285 [doi]
• A Trajectory Estimation Method from Spatially Sparse and Noisy Beacon Data Based on Spring DynamicsJunya Maruyama, Yudai Honma, Yuuki Nishiyama, Yoshihiro Kawahara. 286-287 [doi]
• Application of the Reconfigurable Environmental Intelligence Platform for HVAC ControlYurii Piadyk, João Rulff, Ethan Brewer, Semiha Ergan, Cláudio T. Silva. 288-289 [doi]
• Comfort-aware HVAC Aggregation Method based on Deep Reinforcement LearningShotaro Nonaka, Ittetsu Taniguchi, Hiroki Nishikawa, Dafang Zhao, Francky Catthoor, Takao Onoye. 290-291 [doi]
• RNN-based Non-Intrusive Thermal Load Disaggregation and Forecasting for HVAC SystemsNaoya Kaneko, Kazuki Okazawa, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye. 292-293 [doi]
• Service Class Based Management Framework of Photovoltaic Self-Consumption for Existing Residential BuildingsMarco Caccamo, Daniele Bernardini 0002. 294-295 [doi]
• Dynamic Bayesian Networks for Fault PrognosisOjas Pradhan, Jin Wen, Mengyuan Chu, Zheng O'Neill. 296-297 [doi]
• Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin MetricsClayton Miller, Matias Quintana, Mario Frei, Yun Xuan Chua, Chun Fu, Bianca Picchetti, Winston Yap, Adrian Chong, Filip Biljecki. 298-299 [doi]
• Physics-informed model-based reinforcement learning (PI-MBRL) to control building heating systems in low training data regimesMuhammad Hafeez Saeed, Hussain Syed Kazmi, Geert Deconinck. 300-302 [doi]
• Thermal Preference Prediction with Machine LearningJulianah Odeyemi, Rita Streblow. 303-304 [doi]
• Characterizing Crowd Preferences on Stadium Facilities through Dynamic Inverse Reinforcement LearningYiwen Dong 0001, Peide Huang, Hae Young Noh. 305-306 [doi]
• CYDRES: CYber Defense and REsilient System for securing grid-interactive efficient buildingsGuowen Li, Zheng O'Neill, Jin Wen, Ojas Pradhan, Lingyu Ren, Teresa Wu, Veronica Adetola, K. Selcuk Candan, Qi Zhu 0002. 307-309 [doi]
• Development of control systems for VRF indoor units responds to individual thermal preferencesKeiichiro Taniguchi, Yosuke Kamiya, Daisuke Sato 0001, Takashi Nishimoto, RuiZi Zhang, Shohei Miyata, Hiroaki Murakami, Nobuki Matsui, Yasunori Akashi, Yoshihiro Kawahara. 310-311 [doi]
• On the Creation of a Hybrid Dataset to Predict Window StatesJeremy Wong, Adam Rysanek. 312-313 [doi]
• Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive CommunitiesAllen Wu, Kingsley Nweye, Zoltán Nagy 0002. 314-315 [doi]
• A Comparison of Different Deep Learning Model Architectures and Training Strategy for Urban Energy ModelingTing-Yu Dai, Ayegül Demir Dilsiz, Dev Niyogi, Zoltán Nagy 0002. 316-317 [doi]
• Towards a Benchmark for ML-based Building Load Forecasting Model Selection for a Target BuildingYang Deng, Rui Liang, Jiaqi Fan, Ao Li, Dan Wang. 318-319 [doi]
• Thermal discomfort prediction with sparse residential thermostat datasetHannah Fontenot, Michael Zeifman, Kurt Roth. 320-321 [doi]
• Towards Benchmarking Privacy Risk for Differential Privacy: A SurveyDmitry Prokhorenkov, Yang Cao. 322-327 [doi]
• Towards an Activity-aware Pufferfish Framework for Local Privacy of Household Smart Water Meter DataRachel Mary Cardell-Oliver, Brandon Ke. 328-332 [doi]
• Mitigating Privacy Leakage in Anomalous Building Data StreamsMahathir Almashor, Akbar Fadiansyah, Chehara Pathmabandu, Matt Amos, M. A. P. Chamikara. 333-339 [doi]
• Risks and benefits of smart toiletsIsabel Wagner, Eerke A. Boiten. 340-346 [doi]
• Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of HouseholdsGargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder. 347-351 [doi]
• A Lightweight Calibrated Simulation Enabling Efficient Offline Learning for Optimal Control of Real BuildingsJudah A. Goldfeder, John A Sipple. 352-356 [doi]
• TBMEnv - An Environment to Assess the Accuracy of Thermal Building Models under Realistic ConditionsDavid Wölfle, Samed Rouven Vossberg, Hartmut Schmeck. 357-360 [doi]
• Smart Home Energy Cost Minimisation Using Energy Trading with Deep Reinforcement LearningMatic Pokorn, Mihael Mohorcic, Andrej Campa, Jernej Hribar. 361-365 [doi]
• Economizer Optimization with Reinforcement Learning: An Industry PerspectiveJiaron Cui, Wei Yih Yap, Charles Prosper, Bharathan Balaji, Jake Chen. 366-369 [doi]
• Modeling Human Behavior in Cyber-Physical-Social Infrastructure SystemsMaral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb. 370-376 [doi]
• Skeleton-based Human Action Recognition in a Thermal Comfort ContextJohn Martins, Katherine A. Flanigan, Christopher McComb. 377-384 [doi]
• Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered ObjectivesMaral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb. 385-389 [doi]
• Online Confirmation-Augmented Probabilistic Topic Modeling in Cyber-Physical Social Infrastructure SystemsJiajia Xie, Christin J. Salley, Neda Mohammadi, John E. Taylor 0001. 390-397 [doi]
• OccuVAE: Integrating unsupervised occupancy inference in data-driven energy modeling for human-centric operationYufei Zhang, Andrew Sonta. 398-405 [doi]
• Empowering User-Centered Carbon Management: Bridging Individual Preferences and Sociotechnical AdvancementsAbel Souza, Mihir Shenoy, Camellia Zakaria. 406-412 [doi]
• Measuring Success, One Sensor at a Time: A Sensing Infrastructure for Longitudinal Workspace Behavior MonitoringBeatrice Li, Arash Tavakoli, Alan Wang, Navreet Kaur, Laura E. Barnes, Afsaneh Doryab, Arsalan Heydarian. 413-420 [doi]
• A Dynamic Urban Digital Twin Integrating Longitudinal Thermal Imagery for Microclimate StudiesVasantha Ramani, Marcel Ignatius, Joie Lim, Filip Biljecki, Clayton Miller. 421-428 [doi]
• Quantifying the Decarbonization Potential of Flexible LoadPhuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David E. Irwin 0001, Mohammad Hajiesmaili. 429-433 [doi]
• A Real-World District Community Platform as a Cyber-Physical-Social Infrastructure Systems in the Energy DomainJohannes Galenzowski, Simon Waczowicz, Stefan Meisenbacher, Ralf Mikut, Veit Hagenmeyer. 434-441 [doi]
• Street-Level Urban Gravity: A Quantum System Approach to Human-Centered Urban Space DesignKorawich Kavee, Katherine A. Flanigan. 442-449 [doi]
• Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative ModelChun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller. 450-453 [doi]
• On the causality of data-driven building thermal modelsFuyang Jiang, Johan Driesen, Hussain Kazmi. 454-457 [doi]
• Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management SystemGargya Gokhale, Jonas Van Gompel, Bert Claessens, Chris Develder. 458-462 [doi]
• PressureML: Modelling Pressure Waves to Generate Large-Scale Water-Usage Insights in BuildingsTanmaey Gupta, Anupam Sobti, Akshay Nambi 0001. 463-467 [doi]
• Multi-Model Future Typical Meteorological (fTMY) Weather Files for nearly every US CountyShovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua New. 468-471 [doi]
• Explainable AI for Energy Prediction and Anomaly Detection in Smart Energy BuildingsHardik Prabhu, Jayaraman Valdi, Pandarasamy Arjunan. 472-475 [doi]
• The smart air purifier control strategy based on reinforcement learning for better IAQ and energy efficiencyWenzhe Shang, Xilei Dai, Junjie Liu. 476-480 [doi]
• Zone-Level Anomaly Detection in VAV Terminal Units Using an Unsupervised Learning ApproachArya Parsaei, Burak Gunay, William O'Brien, Ricardo Moromisato. 481-484 [doi]
• Summer Electricity Consumption Patterns in Households Using Appliance Load ProfilesShishir Maurya, Ganesh CGS, Vishal Garg, Jyotirmay Mathur. 485-490 [doi]
• Quantitative Relations between the Physical Characteristics of Street Trees and Their Cooling Potential A Case Study of Kharagpur, West Bengal, IndiaAlisha Chowdhury, Shankha Pratim Bhattacharya. 491-496 [doi]
• Exploratory analytics of factors influencing Indoor Air Quality: A case of Kharagpur, West Bengal, IndiaTanya Kaur Bedi, Shankha Pratim Bhattacharya, Anurag Aman Kaushal. 497-502 [doi]
• Utilizing Phase Change Material Integration for Passive Cooling in Direct Heat Gain WallsVikash Chandra, Chirodeep Bakli, Prashant Anand. 503-508 [doi]
• Energy-Efficient Retrofitting of Buildings in the Tropics Through Daylight and Solar Radiation HarnessingInduja V, Manju G. Nair, Abhilash Suryan. 509-514 [doi]
• Developing portable Energy Benchmarking methodsJohn McCulloch, Subbu Sethuvenkatraman, Mark Goldsworthy, Daniel Hugo. 515-518 [doi]
• Heat Wave Impact on Urban Heat, Thermal Comfort and Energy Consumption in Nashik CityKetaki Joshi, Ansar Khan, Chirag Deb, Prashant Anand. 519-527 [doi]
• Assessment of the Impact of Building Orientation on PMV and PPD in Naturally Ventilated Rooms During Summers in Warm and Humid Climate of Kharagpur, IndiaAnurag Aman Kaushal, Prashant Anand, Bharath Haridas Aithal. 528-533 [doi]
• Assessing IEQ Impact on Cognitive Difficulties in Educational Buildings at Varying Energy UsagePiyali Debnath, Jaya A R. Dantas, Krassi Rumchev, Prashant Anand. 534-542 [doi]
• Explainable Occupancy Prediction Using QLatticeAjith N. Nair, Harshwardhan Tanwar, Pandarasamy Arjunan, Prashant Anand, Ardeshir Mahdavi. 543-549 [doi]