Abstract is missing.
- Managing Anomalies in Energy Time Series for Automated ForecastingMarian Turowski, Oliver Neumann, Lisa Mannsperger, Kristof Kraus, Kira Layer, Ralf Mikut, Veit Hagenmeyer. 3-29 [doi]
- Illuminating Metaheuristic Performance Using Vortex MAP-Elites for Risk-Based Energy Resource ManagementJosé Almeida 0002, Fernando Lezama, João P. Soares, Zita Vale. 30-43 [doi]
- Comparing Manual vs Automatic Tuning of Differential Evolution Strategies for Energy Resource Management OptimizationJosé Almeida 0002, Fernando Lezama, João P. Soares, Zita Vale. 44-59 [doi]
- Standard Energy Data Competition Procedure: A Comprehensive Review with a Case Study of the ADRENALIN Load Disaggregation CompetitionBalázs András Tolnai, Zheng Ma 0002, Bo Nørregaard Jørgensen. 60-76 [doi]
- Deep HarDec: Deep Neural Network Applied to Estimate Harmonic DecompositionLuiz G. R. Bernardino, Claudionor F. Nascimento, Wesley Angelino de Souza, Fernando Pinhabel Marafao, Augusto Matheus Dos Santos Alonso. 77-94 [doi]
- Automating Value-Oriented Forecast Model Selection by Meta-learning: Application on a Dispatchable FeederDorina Werling, Maximilian Beichter, Benedikt Heidrich, Kaleb Phipps, Ralf Mikut, Veit Hagenmeyer. 95-116 [doi]
- Early Stage Design Methodology for Energy Efficiency in Buildings Using Asynchronous Distributed Task Queues FrameworkAviruch Bhatia, Shanmukh Dontu, Vishal Garg, Philip Haves, Reshma Singh. 119-134 [doi]
- A Real-Time Non-Invasive Anomaly Detection Technique for Cooling SystemsKeshav Kaushik, Vinayak Naik. 135-151 [doi]
- A Novel Approach for Climate Classification Using Agglomerative Hierarchical ClusteringSri Sanketh Uppalapati, Vishal Garg, Vikram Pudi, Jyotirmay Mathur, Rajat Gupta, Aviruch Bhatia. 152-167 [doi]
- Smart Data-Driven Building Management Framework and DemonstrationJing Zhang, Tianyou Ma, Kan Xu, Zhe Chen, Fu Xiao, Jeremy Ho, Calvin Leung, Sammy Yeung. 168-178 [doi]
- Advances in Machine-Learning Based Disaggregation of Building Heating Loads: A ReviewSynne Krekling Lien, Behzad Najafi, Jayaprakash Rajasekharan. 179-201 [doi]
- Incorporating Resilience into the IoT-Based Smart Buildings ArchitectureSera Syarmila Sameon, Salman Yussof, Asmidar Abu Bakar, Bo Nørregaard Jørgensen. 202-212 [doi]
- Impact of Setpoint Control on Indoor Greenhouse Climate ModelingMarie-Pier Trépanier, Louis Gosselin. 215-233 [doi]
- A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch TestbedChristian Skafte Beck Clausen, Bo Nørregaard Jørgensen, Zheng Ma 0002. 234-252 [doi]
- Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case StudiesZhipeng Ma, Bo Nørregaard Jørgensen, Michelle Levesque, Mouloud Amazouz, Zheng Ma 0002. 253-270 [doi]
- Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series K-Means Clustering and Multi-criteria Decision MakingDaniel Anthony Howard, Bo Nørregaard Jørgensen, Zheng Ma 0002. 271-288 [doi]
- Machine Learning Applied to Industrial Machines for an Efficient Maintenance Strategy: A Predictive Maintenance ApproachBruno Mota 0003, Pedro Faria, Carlos Ramos 0001. 289-299 [doi]