Table of Contents

• Reducio: model reduction for data center predictive digital twins via physics-guided machine learningZhiwei Cao, Ruihang Wang, Xin Zhou 0003, Yonggang Wen 0001. 1-10 [doi]
• PACMAN: physics-aware control MANager for HVACSrinarayana Nagarathinam, Yashovardhan S. Chati, Malini Pooni Venkat, Arunchandar Vasan 0001. 11-20 [doi]
• Fault-tolerant sequences of operation for VAV AHU systems through building performance simulationNarges Torabi, Burak Gunay, William O'Brien, Ricardo Moromisato. 21-29 [doi]
• TEA-bot: a thermography enabled autonomous robot for detecting thermal leaks of HVAC systems in ceilingsWeijia Cai, Le Zhang, Lei Huang, Xinran Yu, Zhengbo Zou. 30-39 [doi]
• Constrained differentiable cross-entropy method for safe model-based reinforcement learningSam Mottahedi, Gregory S. Pavlak. 40-48 [doi]
• Data-driven decarbonization of residential heating systemsJohn Wamburu, Noman Bashir, David E. Irwin, Prashant J. Shenoy. 49-58 [doi]
• Understanding the willingness to share building data by a social study based on privacy calculus theoryYanhui Xu, Dan Wang. 59-68 [doi]
• EffiSenseSee: towards classifying light bulb types and energy efficiency with camera-based sensingAlex Yen, Zeal Shah, Benjamin L. Ochoa, Pat Pannuto, Jay Taneja. 69-78 [doi]
• "I do not know": quantifying uncertainty in neural network based approaches for non-intrusive load monitoringVibhuti Bansal, Rohit Khoiwal, Hetvi Shastri, Haikoo Khandor, Nipun Batra 0001. 79-88 [doi]
• Accelerate online reinforcement learning for building HVAC control with heterogeneous expert guidancesShichao Xu, Yangyang Fu, Yixuan Wang, Zhuoran Yang, Zheng O'Neill, Zhaoran Wang, Qi Zhu 0002. 89-98 [doi]
• Cross-zone and extreme-aware mobility learning of crowd interactions with built environmentsSuining He, Bing Wang, Kang G. Shin, Mahan Tabatabaie. 99-108 [doi]
• Cloze: a building metadata model generation system based on information extractionFang He, Dan Wang. 109-118 [doi]
• On efficient operation of a V2G-enabled virtual power plant: when solar power meets bidirectional electric vehicle chargingSaidur Rahman, Linda Punt, Omid Ardakanian, Yashar Ghiassi, Xiaoqi Tan. 119-128 [doi]
• Integrated MPC-ILC control design for thermal control of a large-scale multi-zone building HVAC systemWei Liang, Sizhe Ma, Erica Cochran, Katherine A. Flanigan. 129-138 [doi]
• PowerScour: tracking electrified settlements using satellite dataSantiago Correa, Zeal Shah, Yuezi Wu, Simon Kohlhase, Philippe Raisin, Nabin Raj Gaihre, Vijay Modi, Jay Taneja. 139-148 [doi]
• An effective electrical load disaggregation approach for low-sampled smart meter dataNaveen Kumar Thokala, Spoorthy Paresh, M. Girish Chandra. 149-158 [doi]
• Improving post-occupancy evaluation engagement using social robotsWei Liang, Ruoxin Xiong, Pengkun Liu, Pingbo Tang, Erica Cochran. 159-167 [doi]
• Improved dequantization and normalization methods for tabular data pre-processing in smart buildingsHari Prasanna Das, Costas J. Spanos. 168-177 [doi]
• SolarWalk: smart home occupant identification using unobtrusive indoor photovoltaic harvestersMd Fazlay Rabbi Masum Billah, Nurani Saoda, Victor Ariel Leal Sobral, Tushar Routh, Wenpeng Wang, Bradford Campbell. 178-187 [doi]
• Self-calibrating indoor trajectory tracking system using distributed monostatic radars for large scale deploymentZongxing Xie, Fan Ye 0003. 188-197 [doi]
• CarbonCast: multi-day forecasting of grid carbon intensityDiptyaroop Maji, Prashant J. Shenoy, Ramesh K. Sitaraman. 198-207 [doi]
• On the use of conditional TimeGAN to enhance the robustness of a reinforcement learning agent in the building domainMarta Fochesato, Fazel Khayatian, Doris Fonseca Lima, Zoltan Nagy. 208-217 [doi]
• Software defined grid energy storageSonia Martin, Nicholas Mosier, Obi Nnorom, Yancheng Ou, Liana Patel, Oskar Triebe, Gustavo Cezar, Philip Levis, Ram Rajagopal. 218-227 [doi]
• Application-driven creation of building metadata models with semantic sufficiencyGabe Fierro, Avijit Saha, Tobias Shapinsky, Matthew Steen, Hannah Eslinger. 228-237 [doi]
• Saving natural gas through smart water heatingMuhammad Azmeer Zahid, Nauman Zaffar, Muhammad Hamad Alizai. 238-241 [doi]
• Building thermal dynamics modeling with deep learning exploiting large residential smart thermostat datasetHan Li, Giuseppe Pinto, Alfonso Capozzoli, Tianzhen Hong. 242-245 [doi]
• Demonstration of a modeling toolkit for the design of building electrical distribution systemsAnay Waghale, Shat Pratoomratana, Michael Poplawski. 246-249 [doi]
• Notes paper: enabling building application development with simulated digital twinsGabe Fierro, Anand Krishnan Prakash, David H. Blum, Joel Bender, Erik Paulson, Michael Wetter. 250-253 [doi]
• The impact of resolution of occupancy data on personal comfort model-based HVAC control performanceEikichi Ono, Yue Lei, Kuniaki Mihara, Adrian Chong. 254-257 [doi]
• Acoustic beacons-based long-range localization of wireless cameras drifting in a narrow sewer pipeKento Maruyama, Thanh V. Pham, Susumu Ishihara. 258-261 [doi]
• Adversarial poisoning attacks on reinforcement learning-driven energy pricingSam Gunn, Doseok Jang, Orr Paradise, Lucas Spangher, Costas J. Spanos. 262-265 [doi]
• Safe audio AI services in smart buildingsJennifer Williams, Vahid Yazdanpanah, Sebastian Stein 0001. 266-269 [doi]
• From model-centric to data-centric: a practical MPC implementation framework for buildingsSicheng Zhan, Matias Quintana, Clayton Miller, Adrian Chong. 270-273 [doi]
• Inequity by inequity: community driven investigation of wheelchair user discomfort by infrastructure failuresSteven McCullough, Jessica Eisma, June Young Park, Mikila Salazar, Sarah F. Rose. 274-277 [doi]
• Optimizing participation of buildings and aggregations in incentive-based demand response programs: poster abstractUtkarsha Agwan, Costas J. Spanos, Kameshwar Poolla. 278-279 [doi]
• Synthetic personal thermal comfort data generation: poster abstractHari Prasanna Das, Costas J. Spanos. 280-281 [doi]
• Integration of physics-based building model and sensor data to develop an adaptive digital twin: poster abstractBarney H. Miao, Yiwen Dong 0001, Zheng Y. Wu, Bulent N. Alemdar, Pei Zhang 0001, Monica D. Kohler, Hae Young Noh. 282-283 [doi]
• Simulating deferrable loads for the development of next generation energy systems: poster abstractNilotpal Chakraborty, Ezhil Kalaimannan. 284-285 [doi]
• Privacy-preserving data augmentation for thermal sensation dataset based on variational autoencoder: poster abstractHiroki Yoshikawa, Akira Uchiyama. 286-287 [doi]
• TwinUp - A digital twinning platform: A demo of TwinUp for building operation: demo abstractIssa Ramaji, Ehsan Mostavi. 288 [doi]
• A low-cost driving risk prediction system for hilly roads via surveillance cameras and onsite webcams: poster abstractDeepali Verma, Tanima Dutta, Monika Varshney. 289-290 [doi]
• Software defined battery-solar systems: poster abstractSonia Martin, Obi Nnorom, Oskar Triebe, Liana Patel, Philip Levis, Ram Rajagopal. 291-292 [doi]
• ConStory: Automatic story investigator of public perception on the mega urban infrastructure project: poster abstractAlireza Shamshiri, Kyeong Rok Ryu, Steven McCullough, June Young Park. 293-294 [doi]
• Human-centric data-driven optimization and recommendation in EV-interfaced grid at city scale: poster abstractJingping Nie, Lanxiang Hu, Yian Liu, Yuang Fan, Matthias Preindl, Xiaofan Jiang 0001. 295-296 [doi]
• Crowd crush detection in large mass gatherings via federated learning across multicamera environment: poster abstractNitika Nigam, Tanima Dutta. 297-298 [doi]
• Human wellbeing responses to real and simulated workplaces: A comparison of in-person, online, and virtual environments: poster abstractEva Bianchi, Basma Altaf, Arash Tavakoli, Isabella P. Douglas, James A. Landay, Sarah L. Billington. 299-300 [doi]
• Intelligent heating monitoring method based on infrared image segmentation and target detection: poster abstractDongbo Li, Tong Yu, Yu Yang, Yuze Zhao, Zihan Chen, Jie Liu. 301-302 [doi]
• Exploring use cases for an hourly building energy benchmarking platform: the 8760 proof-of-concept platform in New York City, NYAbigail Andrews, Rishee K. Jain. 303-304 [doi]
• Evaluation of machine learning methods for thermal sensation and comfort predictions in microenvironments created by personal conditioning devices: poster abstractALingzhe Wang, Daniel A. Dalgo, Nicholas Mattise, Shengwei Zhu, Jelena Srebric. 305-306 [doi]
• FATEsys 2022: the second ACM SIGEnergy workshop on fair, accountable, transparent, and ethical (FATE) AI for smart environments and energy systemsMilan Jain, Pandarasamy Arjunan. 307-309 [doi]
• Addressing social vulnerability in community microgrids: an equity-centered peer-to-peer electricity trading modelNafiseh Ghorbani-Renani, Danielle Preziuso, Philip Odonkor. 310-314 [doi]
• What insights can we draw from our residential energy models?: guidelines for future modelling exercisesMatthias Heinrich, Marie Ruellan, Jean-Pierre Lévy, Allou Samé, Latifa Oukhellou. 315-319 [doi]
• Conceptual design of a digital twin-enabled building envelope energy audits and multi-fidelity simulation framework for a computationally explainable retrofit planYu Hou, Rebekka Volk. 320-325 [doi]
• The future of work, workplaces and smart buildingsElizabeth C. Nelson, Heather E. Wray, Nicholas C. White. 326-329 [doi]
• Headed for a crash?: what we don't know about working from home and human health - a literature reviewSophie Schuller. 330-335 [doi]
• Towards smartwatch-driven just-in-time adaptive interventions (JITAI) for building occupantsClayton Miller, Yun Xuan Chua, Mario Frei, Matias Quintana. 336-339 [doi]
• Occupancy level prediction based on a sensor-detected dataset in a co-working spaceJiayu Pan, Tze Yeung Cho, Ronita Bardhan. 340-347 [doi]
• Re-vibe: vibration-based indoor person re-identification through cross-structure optimal transportYiwen Dong 0001, Jiacheng Zhu, Hae Young Noh. 348-352 [doi]
• 1+1=3 how smart buildings contribute to make an organization smart- a practical approachPim Rutgers, Joris de Iongh, Nicholas C. White, Elizabeth C. Nelson. 353-357 [doi]
• Identifying impactful devices on disaggregation performanceSean Barker, Anna Leitner, Andy Stoneman. 358-362 [doi]
• A case study on obstacles to feasible NILM solutions for energy disaggregation in quebec residencesSayed Saeed Hosseini, Benoit Delcroix, Nilson Henao, Kodjo Agbossou, Sousso Kelouwani. 363-367 [doi]
• Using explainability tools to inform NILM algorithm performance: a decision tree approachRachel Stephen Mollel, Lina Stankovic 0001, Vladimir Stankovic. 368-372 [doi]
• Unsupervised energy disaggregation using time series decomposition for commercial buildingsNarges Zaeri, H. Burak Gunay, Araz Ashouri. 373-377 [doi]
• An unsupervised load disaggregation approach based on graph signal processing featuring power sequencesXuhao Li, Bochao Zhao, Wenpeng Luan, Bo Liu. 378-382 [doi]
• LightNILM: lightweight neural network methods for non-intrusive load monitoringZhenyu Lu, Yurong Cheng, Mingjun Zhong, Wenpeng Luan, Yuan Ye 0001, Guoren Wang. 383-387 [doi]
• Appliance recognition with combined single- and multi-label approachesMarco Manolo Manca, Anthony Faustine, Lucas Pereira. 388-392 [doi]
• Benefits of three-phase metering for load disaggregationApostolos Vavouris, Lina Stankovic 0001, Vladimir Stankovic, Jiufeng Shi. 393-397 [doi]
• What's up for the weekend?: exploiting day type information in non-intrusive load monitoringMazen Bouchur, Daniel Szafranski, Andreas Reinhardt 0001. 398-402 [doi]
• BenchSys 2022: the first ACM SIGEnergy workshop on advancements in building energy benchmarking systemsBalaji Kalluri, Jay Dhariwal, Pandarasamy Arjunan, Prashant Anand, Chirag Deb. 403-405 [doi]
• XENIA: eXplainable ENergy informatics and attributes for building energy benchmarkingKevin Joshi, Arnab Jana, Pandarasamy Arjunan, Krithi Ramamritham. 406-412 [doi]
• Optimization of building façade for passive thermal management: a machine learning based simulation study for Kolkata, IndiaSouparna Chakraborty, Vinay Arya, Siva Shankar SS, Chirodeep Bakli. 413-418 [doi]
• The way forward for building energy benchmarking in IndiaBalaji Kalluri, Jay Dhariwal, Pandarasamy Arjunan, Prashant Anand, Chirag Deb. 419-425 [doi]
• Typology-wise residential energy benchmarking and net ZEB potential: a case study of residential complexes inside IIT Kharagpur, IndiaKrithika Panicker, Prashant Anand, Abraham George. 426-432 [doi]
• Building energy benchmarking in India: a discussionJayati Dudani, Vallary Gupta, Chirag Deb. 433-438 [doi]
• Building certificate use for benchmarking and stock modelling: learnings from SwitzerlandMartin K. Patel, Kai N. Streicher, Stefano Cozza, Jonathan Chambers. 439-442 [doi]
• A new approach for benchmarking of residential buildings: a case study of Jaipur cityGyanesh Gupta, Jyotirmay Mathur, Sanjay Mathur. 443-449 [doi]
• Clustering Indian districts based on multidimensional demographic and climate dataMansi Budamagunta, Anmol Gaur, Ashutosh Verma, Arunim Anand, Chirag Deb. 450-455 [doi]
• Trimming outliers using trees: winning solution of the large-scale energy anomaly detection (LEAD) competitionChun Fu, Pandarasamy Arjunan, Clayton Miller. 456-461 [doi]
• B2RL: an open-source dataset for building batch reinforcement learningHsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong. 462-465 [doi]
• Behavioural cloning based RL agents for district energy managementSharath Ram Kumar, Arvind Easwaran, Benoit Delinchant, Remy Rigo-Mariani. 466-470 [doi]
• Deep reinforcement learning-based SOH-aware battery management for DER aggregationShotaro Nonaka, Daichi Watari, Ittetsu Taniguchi, Takao Onoye. 471-474 [doi]
• ComfortLearn: enabling agent-based occupant-centric building controlsMatias Quintana, Zoltán Nagy, Federico Tartarini, Stefano Schiavon, Clayton Miller. 475-478 [doi]
• Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC controlKuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi. 479-483 [doi]
• Multi-zone grey-box thermal building identification with real occupantsMoritz Frahm, Stefan Meisenbacher, Elena Klumpp, Ralf Mikut, Jörg Matthes, Veit Hagenmeyer. 484-487 [doi]
• Modeling and simulating thermostat behaviors of office occupants: are values more important than comfort?Poorvesh Dongre, Denis Gracanin, Shiwali Mohan, Saman Mostafavi, Kalai Ramea. 488-491 [doi]
• Integration of FDD data to aid HVAC system maintenanceYimin Chen, Eliot Crowe, Guanjing Lin, Jessica Granderson. 492-495 [doi]
• Focus on what matters: improved feature selection techniques for personal thermal comfort modellingMd Shajalal, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens. 496-499 [doi]
• Utilizing autoencoders to improve transfer learning when sensor data is sparseMaira Alvi, Rachel Cardell-Oliver, Tim French 0002. 500-503 [doi]
• Future typical meteorological year (fTMY) weather data and climate change impacts to Maricopa county, ArizonaBrett C. Bass, Joshua R. New, Zach Wade. 504-507 [doi]
• Causal 1-D convolutional neural networks based chiller fault detection and diagnosisPandarasamy Arjunan, Seshadhri Srinivasan, Kameshwar Poolla. 508-511 [doi]
• eptk: energy prediction toolkitHardik Prabhu, Pandarasamy Arjunan. 512-515 [doi]