April 07, 2021 article Deep learning-based prediction method on performance change of air source heat pump system under frosting conditions Energy DOI: 10.1016/j.energy.2021.120542 OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 82 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 Optimal defrost initiation for air-source heat pumps: Evaluating the improvement potential of common defrosting controllers 2025 Energy article Engineering Refrigeration and Air Conditioning Technologies Open access 19 citations Optimal Defrost Initiation for Air-Source Heat Pumps: Evaluating the Improvement Potential of Common Defrosting Controllers 2025 SSRN Electronic Journal preprint Engineering Refrigeration and Air Conditioning Technologies Open access 1 citations A Self-Optimizing Defrost Initiation Controller for Air-Source Heat Pumps: Experimental Validation of Deep Reinforcement Learning 2025 SSRN Electronic Journal preprint Engineering Refrigeration and Air Conditioning Technologies Open access 0 citations Towards maximum efficiency in heat pump operation: Self-optimizing defrost initiation control using deep reinforcement learning 2023 Energy and Buildings article Engineering Refrigeration and Air Conditioning Technologies 39 citations 4 results References 0