Table of Contents

• Quantum-Resistant Crypto-Agile Inline Authentication and Encryption Framework for IEC 61850 Digital SubstationsMoritz Gstür, Mohammed Ramadan, Veit Hagenmeyer. 1-8 [doi]
• Secure Smart Energy Forecasting with SGX-Protected Federated LearningAnkon Ghosh Argho, Kalikinkar Mandal, Suprio Ray, Abhijat Sharma. 9-14 [doi]
• Investigation of Spatial Variability in DNN-Based Contingency Analysis for Power-Security Evaluation in Large-Scale Electrical GridsAdam King, Santiago Grijalva, Rehan Nawaz. 15-24 [doi]
• FlowGuard: Flow Matching for Identity-Independent Detection of Data-Free Model Stealing Attacks on Energy System Intrusion Detection SystemsMaxime Schwarzer, Laurin Holz, Tobias Hürten, Johannes Loevenich, Thies Möhlenhof, Roberto F. Rigolin Lopes, Veit Hagenmeyer. 25-30 [doi]
• Trust in Human-Cyber-Physical Energy Systems: Vision & State of the ArtMichael Brand, Sven Tomforde, Sebastian Lehnhoff. 31-35 [doi]
• GOOSEIDRS: Intrusion Detection and Automated Response for IEC61850 GOOSE Masquerade AttacksHermenegildo da Conceição Alberto, Gustavo Sánchez 0001, Jean Marie Dembele, Idy Diop, Ghada Elbez, Veit Hagenmeyer. 36-46 [doi]
• Large Language Models as Explainable Cyberattack Detectors for Energy Industrial Control SystemsWeiyi Kong, Ahmad Mohammad Saber, Amr Youssef 0001, Deepa Kundur. 47-54 [doi]
• CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation EnvironmentsGustav Keppler, Moritz Gstür, Veit Hagenmeyer. 55-64 [doi]
• Relating Cyberattacks for Disrupting Electricity Spot Markets and Manipulation in Energy Derivative MarketsThe-Anh Ta, Sid Chi-Kin Chau, Shangqi Lai. 65-71 [doi]
• deZent: Decentralized z-Anonymity with Privacy-Preserving CoordinationCarolin Brunn, Florian Tschorsch. 72-80 [doi]
• Cloud Controlled EV Charging - A Threat to the Power Grid and a CountermeasureNiklas Goerke, Maximilian Staab, Ingmar Baumgart. 81-88 [doi]
• Jumping over Proprietary Gaps - Assessing security features in MCUs for Smart InvertersMarius Biebel, Thomas Schreck. 89-99 [doi]
• LLM-GridEval: Measuring the Evaluation Validity Gap in Smart Grid Security with Adaptive LLM AttackersChenglong Fu 0002, Shirin Besati, Miao Wang. 100-109 [doi]
• GridStratLLM: Agent Framework for Coordinated Cyberattacks on the Smart Grid with Large Language ModelsNicolai Kellerer, Veit Hagenmeyer. 110-123 [doi]
• Proposed ARTIC: An AI-Orchestrated Testbed for Empirical Hardware Resilience Evaluation of DER DevicesXavier Tidus Hutchinson. 124-128 [doi]
• EMsecBERT: A Fine-tuned BERT-based Model for Automated Cybersecurity Threat Analysis of Electric MobilitySara Samouche, Anas Motii, Mahmoud El Hamlaoui, Robert Basmadjian. 129-138 [doi]
• Green, Trust-Minimizing, and Sybil-Resistant? Rethinking How Blockchains Agree from an Energy PerspectiveLewis Tseng, Negin Yazdani-Motlagh. 139-143 [doi]
• PrivAB: Efficient Privacy-preserving Aggregation and Billing Protocol for Smart Energy SystemsAymen Basli, Kalikinkar Mandal. 144-152 [doi]
• HEMS-Arena: An Open-Source Modular Framework for Reproducible Evaluation of Residential Energy Management StrategiesDamien Bouchabou, Akrem Dabbech. 153-161 [doi]
• Rethinking Machine Learning Performance Metrics in Distributed Energy Resource Systems: A Concise ReviewQiushi Li, Chengming Hu, Jun Yan, Jie Gao, Hepeng Li, Yuhong Liu, Xiao'Ou Yang, Dafang Zhao. 162-171 [doi]
• Covariates Are the Key to Accurate Probabilistic Building Energy Forecasting with Time Series Foundation ModelsAlexander Kreusel, Matthias Hertel, Moritz Noskiewicz, Frederik Zahn, Heiko Maaß, Ralf Mikut, Veit Hagenmeyer. 172-182 [doi]
• Assessing Explanations of Graph Neural Networks for Dynamic Stability Assessment of Power GridsMartin Sadric, Sebastian Pütz, Christian Nauck, Veit Hagenmeyer, Frank Hellmann, Benjamin Schäfer 0001. 183-199 [doi]
• Weather-Driven Power Outage Prediction Using Transfer Learning and Interpretable Pattern DiscoveryJasmine Garland, Ben Livneh, Kyri Baker. 200-211 [doi]
• On the Benefits of Water Consumption and Reactive Power for Eventless NILMJustus Breyer, Paul Sonnenschein, Muhammad Hamad Alizai, Klaus Wehrle. 212-222 [doi]
• SynthCharge: Synthetic Data Generator for Electric Vehicle Charging SessionsArne Lescrauwaet, Aleksei Mashlakov, Gargya Gokhale, Jonas Van Gompel, Neeraj Shah. 223-233 [doi]
• Semantic Interoperability Enhancement Framework for Energy Data ManagementZhiyu Pan, Fengshuo Hao, Antonello Monti. 234-241 [doi]
• Projecting the Consequences of Climate Change on the Operation of European Data CentersJonas Schiller, Yannick Bache, Marco Pruckner. 242-249 [doi]
• Inter-Data-Center Workload Migration for Grid-Interactive Balancing Services: A Field DemonstrationRyota Morimoto, Satoshi Kaneko, Yoji Ozawa, Tetsu Moriwake, Yuichi Nabetani, Soichiro Kumagai, Takuya Sato. 250-257 [doi]
• Locational Pricing for Generative-AI Services via Token-Flow Market ClearingShaohui Liu. 258-265 [doi]
• Battery-Assisted Ramp Rate Control of AI Data Centers: Change-Point Detection and Optimal Algorithm DesignNardos Belay Abera, Petr Musilek, Yize Chen. 266-272 [doi]
• A Modular Digital Twin Framework for Waste Heat Recovery and Workload Orchestration in Data CentresHenrik Andrzej Barestrand, Axel Kärnebro, Richa Upadhyay, Jon Summers, Cagatay Yilmaz. 273-280 [doi]
• PIRS: Physics-Informed Reward Shaping for SAC-Based Building Energy ManagementShadmehr Zaregarizi, Khashayar Yavari. 281-285 [doi]
• Multi-market value-stacking: Battery control for combined imbalance participation and non-uniform FCR biddingCelle Hendrickx, Fabio Pavirani, Chris Develder. 286-290 [doi]
• Toward a Practical AI-Enabled MPC Framework: A Case Study of a Passive Displacement Cooling SystemYutaka Shoji, Eikichi Ono, Kuniaki Mihara. 291-295 [doi]
• BuilDyn: Excitation-Driven Data Generation for Building Thermal Dynamics Modeling and ControlFelix Koch, Thomas Krug, Fabian Raisch, Benjamin Schäfer 0001, Benjamin Tischler. 296-303 [doi]
• Comparison of Mixing Strategies for Building Sensor ForecastingVladimir Pyltsov. 304-308 [doi]
• LLM-GreenServe: Optimized Power Consumption with Power-aware Prefill-Decoding SchedulingZhihua Cui, Hanglong Li, Zhen Chen 0001, Shuoyang Sun, Pinze Ren, Weiran Lin, Yinjun Wu, Chao Li, Shuangshou Li. 309-314 [doi]
• SCALFLEX: A Scalable Heuristic Framework for Distributed Energy Flexibility and Grid Tariff OptimizationRomaric Duvignau, Wania Khan, Marina Papatriantafilou, Vincenzo Gulisano. 315-321 [doi]
• To Defer or To Shift? The Role of AI Data Center Flexibility on Grid InterconnectionYize Chen, Xiaogui Zheng. 322-327 [doi]
• Asynchronous Coordination in Local Energy SystemsAditya Pappu, Marco Gerards, Gerwin Hoogsteen. 328-333 [doi]
• Towards Generative Occupants: LLM Agents in Physics-Based Building SimulationLuke Nicholas, Stephanie Gauthier, Enrico H. Gerding, Sebastian Stein 0001. 334-337 [doi]
• Behaviour-based thermal control in Indian HomesKrithika Panicker, Prashant Anand, Abraham George. 338-343 [doi]
• Simulation of Temperature in a Naturally Ventilated Office Space Using Machine Learning and Comparison with Traditional Whole-Building Temperature ModellingConnor Watson, Stephanie Gauthier, Christina Vanderwel, Sebastian Stein 0001. 344-347 [doi]
• Best Practices for Computational Building Systems Research: Introducing the ABLE WorkflowMaharshi Pathak, Michael B. Kane. 348-351 [doi]
• Enhancing Resilience in Residential Buildings: Assessing Comfort under Blackout Scenarios with a Modular Multi-Zone White-Box Modeling ApproachHaozhen Cheng, Veit Hagenmeyer, Hüseyin K. Çakmak. 352-356 [doi]
• Considering Causality toward Robust Occupant-Centric ControlJinyoung Ko, Linbo Wang, Seungjae Lee. 357-360 [doi]
• OccuReward: LLM-Guided Occupant-Centric Reward Shaping for Demographic Equity in Grid-Interactive BuildingsShadmehr Zaregarizi, Khashayar Yavari. 361-364 [doi]
• Research of Residential Occupant Behavior Establishment for Building Energy SimulationPei-Lun Fang, Yue-Cheng Tang, Kuo-Tsang Huang, Ruey-Lung Hwang. 365-369 [doi]
• Scalable Adaptive AC Control in Real Sleep Environments: A Pilot Deployment with Lightweight Reinforcement LearningWenhao Zhang, Adrian Chong, Stefano Schiavon, Clayton Miller. 370-374 [doi]
• Enhancing Urban Building Energy Models through Activity Based Occupancy GenerationJonas Schiller, Leon Friedrich, Marco Pruckner. 375-378 [doi]
• SingSys: acoustic vibration sensing for strength monitoring and characterization of Engineered Biopolymer Composite (EBC)Barney H. Miao, Andreas Theissler, Yiwen Dong 0001, Andrew C. Lesh, Hae Young Noh, David J. Loftus, Michael D. Lepech. 379-382 [doi]
• Generalizing HVAC Control With Domain Randomized Reinforcement LearningPablo Boitel, Kun Zhang. 383-386 [doi]
• Beyond Prototypes: Overcoming the UBEM Data Bottleneck with Large Multimodal ModelsRyan Dubois, Bianca Howard. 387-390 [doi]
• Extreme Heat and Human Mobility: A Diffusion Model Approach to Climate-Adaptive Urban DynamicsYiting Yang, Bing Dong. 391-395 [doi]
• Cross-Task Federated Backbone Aggregation with Selective State Space Models for Building Energy AnalyticsBhanu Kumar, Naman Srivastava, Pandarasamy Arjunan. 396-399 [doi]
• Uncertainty-Aware Transfer Learning for Cross-Building Energy Forecasting: Toward Robust and Scalable District-Level Energy ManagementShadmehr Zaregarizi, Khashayar Yavari. 400-403 [doi]
• Exploring the Potential of Physics-Informed Neural Networks for Building Energy Modeling with Component-Level CalibrationYilin Cai, Ashrant Aryal. 404-407 [doi]
• Bayesian-Calibrated Posterior-Ensemble Reinforcement Learning for Robust HVAC Control under Model UncertaintyChou Shen, Seungjae Lee, Chi-Guhn Lee. 408-411 [doi]
• An AI Agent Framework for Real-World Air Conditioning System Optimization with Long-Term Deployment: A Semantic Data-Driven Approach to Scalable and Adaptive Building Energy OptimizationJing Zhang, Zhe Chen, Ziwei Xiao, Kan Xu, Tianyou Ma, Linda Fu Xiao, Lok Him Tse, Man Chit Cheung, Ka Tai Lau. 412-417 [doi]
• Heterogeneous Mixture-of-Experts Adaptation for Finetuning Pretrained Time-series Foundation ModelsPriyanka Nihalchandani, Naman Srivastava, Varun Ojha, Pandarasamy Arjunan. 418-422 [doi]
• An Agentic Platform for End-to-End Fault Detection and Diagnosis in Building Energy Systems: A Pilot Study in a Hong Kong Government Office BuildingYang Deng, Yutao Hu, Lau Ka Tai, Cheung Man Chit, TSE Lok Him. 423-427 [doi]
• What LLM-Simulated Users Can and Cannot Tell Us About Conversational Energy Management SystemsWooyoung Jung. 428-432 [doi]
• FM4EAD: Towards Training-Free Energy Anomaly Detection with Large Language Models and Time-Series Foundation ModelsGanesh Islavath, Kajeeth Kumar G, Arun Kumar, Pandarasamy Arjunan. 433-437 [doi]
• BrickTrace: Separating Ontology Reasoning from Building Grounding in Knowledge Graph Question AnsweringWooyoung Jung. 438-442 [doi]
• FROST: Foundation-model Representations with Domain Knowledge for Spatially and Temporally Robust Frost PredictionHui Wei, Dong-Yoon Lee, Shijia Pan. 443-447 [doi]
• Zero-Shot Building Energy Forecasting Using Chronos-2 Foundation ModelsChun Fu, Li-Wei Cheng, Tzu-Han Chuang, Hussain Kazmi, Clayton Miller. 448-452 [doi]
• ABODES: An Agent-Based Framework for Evaluating Hybrid Work Policies Across Energy and Social InfrastructureGiovanna Pilot, Andrew Sonta. 453-460 [doi]
• Towards Unbiased Street View Coverage: How Many New Images Are Needed and Who Should Collect Them?Kieran Elrod, Katherine A. Flanigan, Mario Bergés. 461-468 [doi]
• From Static Surveys to Living Agents: A Generative LLM-Agent Workflow for Residential Energy SimulationHailan Yang, Yufei Zhang, Vasantha Ramani, Stefania Ionescu, Andrew Sonta. 469-476 [doi]
• Probing Ambient Co-Presence as Social Infrastructure: First Encounters with Connected RoomsJingyu Lee, Youngki Lee 0001. 477-484 [doi]
• Sensing social interactions in buildings using ambient sensors: A chamber studyShiyu Liu, Andrew Sonta. 485-492 [doi]
• Linking Occupant Preferences, Space Selection Behavior, and Experienced IEQ to Well-Being in a Flexible WorkplaceEikichi Ono, Olivia Quek, Toby Cheung. 493-500 [doi]
• What You Know Does Not Show: Domain Knowledge and Occupant-AI Interaction in Building Energy ManagementWooyoung Jung, Kahyun Jeon, Prosper Babon-Ayeng. 501-508 [doi]
• NeighborDrive: Privacy-preserving Neighborhood Sensing through Outreach VehiclesJatin Aggarwal, Shang Gao, Amelie Bonde, Zhili He, Julia Gersey, Tomas Samuel Fernandez, Rahul Rejeev, Pei Zhang 0001, Hae Young Noh. 509-516 [doi]
• Lightweight Acoustic-Based Unsupervised Monitoring of Daily RoutinesNarges Zaeri Esfahani, Farid Bahiraei. 517-524 [doi]
• Towards Uncovering Indoor Satisfaction Profiles: LLM Capacity for Structured Extraction from Occupant FeedbackThomas Parkinson, Wenhao Zhang, Stefano Schiavon, Clayton Miller. 525-529 [doi]
• Toward Explainable GNN-Based Dynamic Stability Assessment via Joint Feature AttributionMartin Sadric, Benjamin Schäfer 0001. 530-531 [doi]
• Fairness as an Investment: Dynamic Participation and Long-Run Profit in Virtual Power PlantsLiudong Chen, Bolun Xu. 532-533 [doi]
• Degradation-Aware Multi-Timescale Energy Management System for Residential PV-Battery SystemsSeiryo Satomi, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye. 534-536 [doi]
• Hierarchical Battery Anomaly Detection in Uninterruptible Power Supply Systems via Contrastive LearningYaohui Liu, Yang Deng 0004, Ka Tai Lau, TSE Lok Him, Man Chit Cheung. 537-538 [doi]
• Anticipatory Electric Vehicle Scheduling using Realistically Available InformationLeoni Winschermann, Baver Ozceylan. 539-540 [doi]
• Multi-Modal Contactless Battery Sensing Using Commercial Handheld SmartphonesSelase Eric Doku, Pedro Callado de Paiva, Nitin Shankar Madhu, Ningyue Mao, Zheng Liu, Xuan Zhou, Xiao Zhang. 541-542 [doi]
• Energy-Function Interpretation of Transient Stability Analysis for a Power System with Mixed GenerationShunjie Zhang, Ziang Zhang. 543-544 [doi]
• Data-driven Representation of Heterogeneous Electric Vehicle Charging BehaviorZhanbo Li, Jiaman Wu. 545-546 [doi]
• Reinforcement Learning for Airport Thermo-Electrical Microgrid Energy Management with Constraint EnforcementPablo Verdugo Rivadeneira, Mehrdad Pirnia, Claudio A. Cañizares, Gonzalo E. Constante-Flores. 547-548 [doi]
• Adaptive Energy Planning Framework for AI Data Center ExpansionSaeed AlMarri, Hamdan Al Ahbabi, Ahmed Al Mheiri, Dushyant Sharma, Youssef Wehbe. 549-550 [doi]
• A Closed-Loop Hybrid Stochastic-Robust Framework for Health-Aware PV-BESS SizingLixin Li, Nina Munzke, Marc Hiller. 551-552 [doi]
• Power Compression: Peak Power Aware Workflow Optimization for Agentic AIYuelin Han, Shaolei Ren. 553-554 [doi]
• Decision-Focused Learning for Energy Arbitrage: From Probabilistic Forecasting to Risk-Averse Stochastic OptimizationSteven Oufan Hai, Omid Ardakanian. 555-556 [doi]
• Spatio-Temporal Modelling of Electric Vehicle Charging DemandKaoutar Bouaachra, Yvenn Amara-Ouali, Yannig Goude, Raphaël Lachièze-Rey. 557-558 [doi]
• Day-Ahead Wholesale Electricity Market Games with Pre-Market Dynamic Line Rating Forecast SignalsSinan Karabocuoglu, Peter Zhang, Constantine Samaras. 559-560 [doi]
• Maximizing Compute Capacity in AI Data Centers through Cooling, Energy Storage, and Computing AdaptationShaolei Ren, Mohammad Atiqul Islam, Adam Wierman. 561-562 [doi]
• Behavioral Reinforcement Learning for Decentralized EV Fleet Charging: Reliability-Cost-Coordination Trade-offs Under Split Control AuthorityPeijia Pok, Soomin Woo, Hwasoo Yeo. 563-564 [doi]
• Investigating Calibration Challenges in Probabilistic Electricity Price ForecastingJan Niklas Lettner, Hadeer El Ashhab, Benjamin Schäfer 0001. 565-566 [doi]
• Is Wildfire Smoke a Voltage Regulation Risk in PV-rich Distribution Grids?Ala'a Al-Sharif, Irtaza Sohail, Mostafa Farrokhabadi, Hamidreza Zareipour. 567-568 [doi]
• Bayesian Experimental Design-Guided LLM for Active Trainset Selection in Model Fine-Tuning for Energy PredictionYang Deng 0004, Yaohui Liu. 569-570 [doi]
• Poster Abstract: Generative Occupants: LLM Agents in a Physics-Based Building Energy SimulationLuke Nicholas, Stephanie Gauthier, Sebastian Stein 0001, Enrico H. Gerding. 571-572 [doi]
• Poster Abstract: Can LLMs Replace In-domain Training Data? Cold-Start Thermal Comfort Prediction Across Unseen Building ContextsZeynep Duygu Tekler, Raymond Low. 573-574 [doi]
• Using Reified Knowledge Graph to Enhance RAG Performance on Emerging Material ScienceMuran Yu, Barney H. Miao, Andrew C. Lesh, Jie Wang 0006, Michael D. Lepech. 575-576 [doi]
• Cross-Entropy Reinforcement Learning for Supervisory Control of a Multi-Building Renewable Energy Hub with PVT, TES, and ESSByungKi Jeon, Minhwi Kim, Jongkyu Kim. 577-578 [doi]
• Poster Abstract: The Accuracy Paradox in Data-Driven Model Predictive ControlMartin Rätz, Dirk Müller 0005. 579-580 [doi]
• Demo Abstract: FlexHologram: Generating Flexible Building HVAC Operation Pareto Front in SecondsYufei Zhang, Vasantha Ramani, Andrew Sonta. 581-583 [doi]
• Query Relaxation for LLM-Generated SPARQL Queries over Building Knowledge GraphsLazlo Paul, Anand Krishnan Prakash, Marco Pritoni. 584-585 [doi]
• Poster Abstract: Exploring Traditional Noren as Passive RF Sensing Substrates for Boundary SensingMasahiro Okuda, Shuo Zhou 0011, Kaori Ueda, Norihisa Segawa. 586-587 [doi]
• Retrieval‑Augmented LLM Framework for Robust Automated Generation of HVAC Diagnostic ModelsChujie Lu, Laure Itard, Dirk Saelens. 588-590 [doi]
• Wildly Efficient: Towards minimal sampling in urban visual perception studies in the wildMatias Quintana, Xiucheng Liang, Evelyn Loo, Filip Biljecki. 591-592 [doi]
• Poster Abstract: Analysis of Energy Self-Sufficiency Ratio in a Residential Community Applying Building-Integrated Photovoltaic SystemsYoungsub An, Jongkyu Kim, Min-Hwi Kim. 593-594 [doi]
• NZHR: An EnergyPlus-Integrated Serious Game with AI Teammate for Residential Retrofit Decision-MakingChanuk Lee, Ariadna Reyes-Sanchez, Luis E. Pérez-Cortes, Ramya Aroul, Erick Jones, June Young Park. 595-596 [doi]
• MILP-Based Integrated Control of Residential DERs AggregationSaki Yoshida, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye. 597-599 [doi]
• Examining Feasibility of STL for Enforcing Safe Building ControlJacob Brown, Gabe Fierro, Meera Sridhar. 600-601 [doi]
• Physics-Informed Surrogate Modeling for Degradation-Aware Battery Scheduling in Residential PV SystemsShuhei Mitsunaga, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye. 602-604 [doi]
• Managing Rapidly Evolving Grids: Equity, Adoption and UtilizationRajanie Prabha. 605-607 [doi]
• PhD Forum Abstract: Promoting Smart and Sustainable Built Environments Through the SCBM Research FrameworkBarney Haoyun Miao. 608-609 [doi]
• PhD Forum Abstract: A Causal Lens Toward Occupant-Centric BuildingsJinyoung Ko. 610-611 [doi]
• Behavior Modeling and Analysis in Energy SystemsLiudong Chen. 612-613 [doi]
• PhD Forum Abstract: Integrating data-driven and human-centric approaches for scalable and flexible building managementYufei Zhang. 614-616 [doi]
• Toward Sustainable Ubiquitous AIZhihan Zhang 0002. 617-619 [doi]
• Decentralized EV Charging in Apartment-Dominant Cities: Infrastructure Equity, Solar-Fraction Pricing, and Behavioral Reinforcement LearningHwasoo Yeo, Peijia Pok, Soomin Woo. 620-621 [doi]
• End-to-End Decision-Focused Model Predictive Control for Energy-Efficient HVAC SystemsYunqin Liu. 622-623 [doi]
• PhD Forum Abstract: Degradation-Aware Adaptive Design of Multi-Use Battery Energy Storage under Deep UncertaintyLixin Li, Marc Hiller. 624-625 [doi]
• PhD Forum Abstract: The Effects of the Thermal Environment on Sleep and Novel Control SolutionsWenhao Zhang. 626-627 [doi]