April 16, 2019 article Artificial intelligence-based fault detection and diagnosis methods for building energy systems: Advantages, challenges and the future Renewable and Sustainable Energy Reviews DOI: 10.1016/j.rser.2019.04.021 OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 603 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Experimental validation of a neural-network-based method for fault detection in heat pump evaporators 2026 Energy and AI article Engineering Fault Detection and Control Systems Open access 0 citations Artificial intelligence and design of experiments for resource adequacy assessment in power systems 2024 Energy Strategy Reviews article Engineering Power System Reliability and Maintenance Open access 8 citations Fault Detection and Diagnosis by Machine Learning Methods in Air-To-Water Heat Pumps: Evaluation of Evaporator Fouling 2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Fault Detection and Control Systems Open access 4 citations Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data 2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access 4 citations Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system 2021 Energy article Engineering Building Energy and Comfort Optimization 26 citations Real-world application of machine-learning-based fault detection trained with experimental data 2020 Energy article Engineering Fault Detection and Control Systems Open access cited by 1 patent 97 citations 6 results References 0