Journal of Energy Storage, Год журнала: 2025, Номер 110, С. 115306 - 115306
Опубликована: Янв. 8, 2025
Язык: Английский
Journal of Energy Storage, Год журнала: 2025, Номер 110, С. 115306 - 115306
Опубликована: Янв. 8, 2025
Язык: Английский
Construction and Building Materials, Год журнала: 2023, Номер 401, С. 132877 - 132877
Опубликована: Авг. 11, 2023
Язык: Английский
Процитировано
57Energy and Buildings, Год журнала: 2023, Номер 290, С. 113099 - 113099
Опубликована: Апрель 23, 2023
Язык: Английский
Процитировано
55Journal of Energy Storage, Год журнала: 2024, Номер 81, С. 110494 - 110494
Опубликована: Янв. 13, 2024
Язык: Английский
Процитировано
50Building and Environment, Год журнала: 2024, Номер 256, С. 111476 - 111476
Опубликована: Апрель 4, 2024
Язык: Английский
Процитировано
40Results in Engineering, Год журнала: 2024, Номер 21, С. 101800 - 101800
Опубликована: Янв. 18, 2024
Being a cheap, simple, and low-energy consumer, solar stills have been introduced by water energy scientists as an alternative desalination method to fossil fuel-based ones. A wide variety of designs modifications applied enhance the stills' performance, which may be associated with experimental works that require time cost. Therefore, coupling state-of-the-art machine learning is expected overcome these disadvantages work. Artificial intelligence models try build relationships between input output data similar human brains depending on given dataset. In light these, this study carries out literature review considers applications artificial in performance prediction. The covers most repeated methods employed for prediction, focusing principles, advantages, limitations, mathematical description each besides model evaluation criteria. Then, comprehensive analysis performed classifying them according design. work compares previous studies within gives reasons authors' findings, highlighting variation models' prediction findings. Accordingly, root mean square errors close zero are highlighted throughout review.
Язык: Английский
Процитировано
38Advanced Materials, Год журнала: 2024, Номер unknown
Опубликована: Авг. 3, 2024
Phase change materials (PCMs) are crucial for sustainable thermal management in energy-efficient construction and cold chain logistics, as they can store release renewable energy. However, traditional PCMs suffer from leakage a loss of formability above their phase temperatures, limiting shape stability versatility. Inspired by the muscle structure, formable with hierarchical structure solvent-responsive supramolecular networks based on polyvinyl alcohol (PVA)/wood composites developed. The material, its hydrated state, demonstrates low stiffness pliability due to weak hydrogen bonding between aligned wood fibers PVA molecules. Through treatment poly(ethylene glycol) (PEG) into PVA/wood PEG gel (PEG/PVA/W) strengthened bonds, resulting wood-based hard melting states elevate tensile stress 10.14 80.86 MPa 420 4.8 GPa, making it 530 times stiffer than PEG/PVA counterpart. Capable morphing response solvent changes, these enable intricate designs management. Furthermore, supported comprehensive life cycle assessment, shape-adaptable, recyclable, biodegradable lower environmental footprint present alternative conventional plastics materials.
Язык: Английский
Процитировано
31Journal of Retailing and Consumer Services, Год журнала: 2024, Номер 79, С. 103856 - 103856
Опубликована: Апрель 16, 2024
Язык: Английский
Процитировано
29Renewable and Sustainable Energy Reviews, Год журнала: 2024, Номер 200, С. 114611 - 114611
Опубликована: Июнь 3, 2024
Язык: Английский
Процитировано
26Advanced Functional Materials, Год журнала: 2024, Номер 34(23)
Опубликована: Фев. 12, 2024
Abstract Due to the unique thermal absorption and release capabilities, phase‐change materials (PCMs) are used in various industrial fields, such as photo‐thermal storage building‐energy saving. In recent years, more research has been dedicated applying PCMs medical field with substantial progress, opening new avenues for disease treatment healthcare. The safety reliability of may be taken into serious consider continuous application field, while relevant review on related development is currently lacking. this work, methods enhancing applicability systematically summarized, including microencapsulation, electrospinning technology, porous framework encapsulation, which effectively address issues liquid leakage. Subsequently, emerging advances healthcare, dressings treatment, drug delivery, cold chain transport, bio‐bone cement summarized. By exploring analyzing encapsulation methods, principles well challenges perspectives promoting applications identified, presenting guidelines further development.
Язык: Английский
Процитировано
21Journal of Energy Storage, Год журнала: 2024, Номер 84, С. 110945 - 110945
Опубликована: Фев. 21, 2024
Phase change heat storage has gained a lot of interest lately due to its high energy density. However, during the phase shift process, Change Materials (PCMs) experience issues such as low thermal conductivity, stability, leaking, and energy-storing capacity. that mimic or derive from nature can effectively offset shortcomings attributed. This work presents methodical overview synthesis, thermo-physical properties, comparison Thermal Energy Storage (TES) applications bio-derived biomimetic composite PCMs (BD/BM-CPCMs). Several studies have observed increase in conductivity up 950–1250 % for BD/BM-CPCMs, well great stability with no matrix leakage at an average temperature 150–250 °C. These types composites relative enthalpy efficiency 98.1 endure 200–1000 heating-cooling cycles on average. Additionally, enviro-economic aspects, numerical approaches transfer multivariate multi-objective optimizations technical, financial environmental standpoint using machine learning techniques underlying scopes BD/BM-CPCM are presented. It is necessary fabricate adaptable multifunctional harvesting future. With regard advancement substance functionalism, it show research use innovative effects like versatility, light conversion, electro-thermal anti-bacterial qualities real-world systems.
Язык: Английский
Процитировано
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