BuildSys@SenSys

Publications

2023

Doseok Jang, Lucas Spangher, Tarang Srivastava, Larry Yan, Costas J. Spanos
Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand Response. BuildSys@SenSys (2023)
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered Objectives. BuildSys@SenSys (2023)
Vasantha Ramani, Marcel Ignatius, Joie Lim, Filip Biljecki, Clayton Miller
A Dynamic Urban Digital Twin Integrating Longitudinal Thermal Imagery for Microclimate Studies. BuildSys@SenSys (2023)
Ananya Mondal, Martin Kaushal, Suchetana Chakraborty
Sense as you go: A context-aware adaptive sensing framework for on-road driver profiling. BuildSys@SenSys (2023)
Ketaki Joshi, Ansar Khan, Chirag Deb, Prashant Anand
Heat Wave Impact on Urban Heat, Thermal Comfort and Energy Consumption in Nashik City. BuildSys@SenSys (2023)
Yuexin Bian, Xiaohan Fu, Bo Liu, Rohith Rachala, Rajesh K. Gupta, Yuanyuan Shi
BEAR-Data: Analysis and Applications of an Open Multizone Building Dataset. BuildSys@SenSys (2023)
John McCulloch, Subbu Sethuvenkatraman, Mark Goldsworthy, Daniel Hugo
Developing portable Energy Benchmarking methods. BuildSys@SenSys (2023)
Ojas Pradhan, Jin Wen, Mengyuan Chu, Zheng O'Neill
Dynamic Bayesian Networks for Fault Prognosis. BuildSys@SenSys (2023)
Min Young Hwang, Burcu Akinci, Mario Berges
FSBrick: An information model for representing fault-symptom relationships in HVAC systems. BuildSys@SenSys (2023)
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems. BuildSys@SenSys (2023)
Dmitry Prokhorenkov, Yang Cao
Towards Benchmarking Privacy Risk for Differential Privacy: A Survey. BuildSys@SenSys (2023)
Tanya Kaur Bedi, Shankha Pratim Bhattacharya, Anurag Aman Kaushal
Exploratory analytics of factors influencing Indoor Air Quality: A case of Kharagpur, West Bengal, India. BuildSys@SenSys (2023)
Stephen Xia, Peter Wei, Yanchen Liu, Andrew Sonta, Xiaofan Jiang
RECA: A Multi-Task Deep Reinforcement Learning-Based Recommender System for Co-Optimizing Energy, Comfort and Air Quality in Commercial Buildings. BuildSys@SenSys (2023)
Kevin Mayer, Gregor Heilborn, Martin Fischer
Classifying building energy efficiency from street view and aerial images in Denmark. BuildSys@SenSys (2023)
Isabel Wagner, Eerke A. Boiten
Risks and benefits of smart toilets. BuildSys@SenSys (2023)
Andrew Chio, Jian Peng, Nalini Venkatasubramanian
STEP: Semantics-Aware Sensor Placement for Monitoring Community-Scale Infrastructure. BuildSys@SenSys (2023)
Mahathir Almashor, Akbar Fadiansyah, Chehara Pathmabandu, Matt Amos, M. A. P. Chamikara
Mitigating Privacy Leakage in Anomalous Building Data Streams. BuildSys@SenSys (2023)
Daniel R. Bayer, Marco Pruckner
Modeling of Annual and Daily Electricity Demand of Retrofitted Heat Pumps based on Gas Smart Meter Data. BuildSys@SenSys (2023)
Shovan Chowdhury, Fengqi Li, Avery Stubbings, Joshua New
Multi-Model Future Typical Meteorological (fTMY) Weather Files for nearly every US County. BuildSys@SenSys (2023)
Tobias Brudermueller, Fabian Breer, Thorsten Staake
Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data. BuildSys@SenSys (2023)
Vahid Aryai, Nariman Mahdavi, Samuel R. West, Gregor Henze
An automated data-driven platform for buildings simulation. BuildSys@SenSys (2023)
David Wölfle, Samed Rouven Vossberg, Hartmut Schmeck
TBMEnv - An Environment to Assess the Accuracy of Thermal Building Models under Realistic Conditions. BuildSys@SenSys (2023)
Fuyang Jiang, Johan Driesen, Hussain Kazmi
On the causality of data-driven building thermal models. BuildSys@SenSys (2023)
Mingzhe Wu, Fan Yao, Hongning Wang
An End-to-End Solution for Spatial Inference in Smart Buildings. BuildSys@SenSys (2023)
Weijia Cai, Lei Huang, Zhengbo Zou
RoboAuditor: Goal-Oriented Robotic System for Assessing Energy-intensive Indoor Appliance via Visual Language Models. BuildSys@SenSys (2023)
Keiichiro Taniguchi, Yosuke Kamiya, Daisuke Sato, Takashi Nishimoto, Ruizi Zhang, Shohei Miyata, Hiroaki Murakami, Nobuki Matsui, Yasunori Akashi, Yoshihiro Kawahara
Development of control systems for VRF indoor units responds to individual thermal preferences. BuildSys@SenSys (2023)
Allen Wu, Kingsley Nweye, Zoltán Nagy
Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive Communities. BuildSys@SenSys (2023)
Keshav Kaushik, Vinayak Naik
An Energy Consumption Dataset for Ductless-split Cooling Systems to Train Large Models. BuildSys@SenSys (2023)
Gargya Gokhale, Jonas Van Gompel, Bert Claessens, Chris Develder
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. BuildSys@SenSys (2023)
Isabel Madeleine Runge, Burcu Akinci, Mario Bergés
Challenges in Cyber-Physical Attack Detection for Building Automation Systems. BuildSys@SenSys (2023)
Markus Berger, Joern Ploennigs
ArchiGuesser - Teaching Architecture Styles using Generative AI. BuildSys@SenSys (2023)
Fang He, Dan Wang, Yaojie Sun
Ontology Integration for Building Systems and Energy Storage Systems. BuildSys@SenSys (2023)
Martin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller
Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems. BuildSys@SenSys (2023)
Wenzhe Shang, Xilei Dai, Junjie Liu
The smart air purifier control strategy based on reinforcement learning for better IAQ and energy efficiency. BuildSys@SenSys (2023)
Dimitris Mavrokapnidis, Gabe Fierro, Maria Husmann, Ivan Korolija, Dimitrios Rovas
SeeQ: A Programming Model for Portable Data-Driven Building Applications. BuildSys@SenSys (2023)
Akari Shimono, Yoshihiro Kawahara
Design of Tree-Mimicking Solar Photovoltaic System Achieving Both Power Generation and Acceptability. BuildSys@SenSys (2023)
Jiaron Cui, Wei Yih Yap, Charles Prosper, Bharathan Balaji, Jake Chen
Economizer Optimization with Reinforcement Learning: An Industry Perspective. BuildSys@SenSys (2023)
Minghao Li, Ruihang Wang, Xin Zhou, Zhaomeng Zhu, Yonggang Wen, Rui Tan
ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models. BuildSys@SenSys (2023)
Ozan Baris Mulayim, Mario Bergés
Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study. BuildSys@SenSys (2023)
Matic Pokorn, Mihael Mohorcic, Andrej Campa, Jernej Hribar
Smart Home Energy Cost Minimisation Using Energy Trading with Deep Reinforcement Learning. BuildSys@SenSys (2023)
Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Sahand Ghorbanpour, Lekhapriya Dheeraj Kashyap, Dejan Markovikj, Lorenz Krause, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar
PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability. BuildSys@SenSys (2023)
Ting-Yu Dai, Aysegül Demir Dilsiz, Dev Niyogi, Zoltán Nagy
A Comparison of Different Deep Learning Model Architectures and Training Strategy for Urban Energy Modeling. BuildSys@SenSys (2023)
Mostafa Meimand, Vanshaj Khattar, Zahra Yazdani, Farrokh Jazizadeh, Ming Jin
TUNEOPT: An Evolutionary Reinforcement Learning HVAC Controller For Energy-Comfort Optimization Tuning. BuildSys@SenSys (2023)
Arya Parsaei, Burak Gunay, William O'Brien, Ricardo Moromisato
Zone-Level Anomaly Detection in VAV Terminal Units Using an Unsupervised Learning Approach. BuildSys@SenSys (2023)
Yang Deng, Rui Liang, Jiaqi Fan, Ao Li, Dan Wang
Towards a Benchmark for ML-based Building Load Forecasting Model Selection for a Target Building. BuildSys@SenSys (2023)
Yurii Piadyk, João Rulff, Ethan Brewer, Semiha Ergan, Cláudio T. Silva
Application of the Reconfigurable Environmental Intelligence Platform for HVAC Control. BuildSys@SenSys (2023)
Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. BuildSys@SenSys (2023)
Hassan Habib Chaudhry, Ramish Majeed Raja, Muhammad Hamad Alizai, Nauman Zaffar, Naveed Anwar Bhatti
From Waste to Watts: A Self-Sustaining Water Heating System Powered by a Thermoelectric Generator. BuildSys@SenSys (2023)
Tanmaey Gupta, Anupam Sobti, Akshay Nambi
PressureML: Modelling Pressure Waves to Generate Large-Scale Water-Usage Insights in Buildings. BuildSys@SenSys (2023)
Induja V, Manju G. Nair, Abhilash Suryan
Energy-Efficient Retrofitting of Buildings in the Tropics Through Daylight and Solar Radiation Harnessing. BuildSys@SenSys (2023)