A low-temperature driven organic Rankine cycle for waste heat recovery from a geothermal driven Kalina cycle: 4E analysis and optimization based on artificial intelligence DOI Open Access
Tao Hai, Masood Ashraf Ali, Rishabh Chaturvedi

и другие.

Sustainable Energy Technologies and Assessments, Год журнала: 2022, Номер 55, С. 102895 - 102895

Опубликована: Ноя. 25, 2022

Язык: Английский

Latest advancements and challenges of technologies and methods for accelerating the sustainable energy transition DOI Creative Commons
Annamaria Buonomano, Giovanni Barone, Cesare Forzano

и другие.

Energy Reports, Год журнала: 2023, Номер 9, С. 3343 - 3355

Опубликована: Фев. 20, 2023

This editorial discusses the contributions of papers belonging to virtual special issue (VSI) Energy Reports dedicated 16th Sustainable Development Energy, Water and Environment Systems (SDEWES) Conference held in Dubrovnik on 10–15 October, 2021. Original research articles presented at SDEWES relevant Journal are included this VSI for a total 27 accepted among those invited by Guest Editors. Accepted deal with key topic related scope conference, such as energy, water, environmental systems, meeting aim Reports. The main topics cover innovative renewable energy technologies, building-plant design solutions simulation tools early sustainable buildings communities, management strategies, clean fuels conservation measures. latest advancements challenges accelerate mitigation climate change towards net zero economy discussed detail. collects most researchers committed develop novel multidisciplinary approaches development, crucial ensure just transition and, simultaneously, reduce sources conflict iniquity typical geopolitical tensions. final goal effort academia, industry institution is support development cleaner environment, security, social equity. To goal, represents platform inter-sectoral collaborations scientists stakeholders. brought together around 630 scientists, researchers, experts field from 58 Countries. According published Conference, split several sections based dealt paper, as: efficiency buildings: measures methods, solar technologies building applications, use performance tools, communities urban modelling, natural resources saving practices.

Язык: Английский

Процитировано

28

Physics-based modelling and data-driven optimisation of a latent heat thermal energy storage system with corrugated fins DOI Creative Commons

Ali Tavakoli,

Javad Hashemi,

Mahyar Najafian

и другие.

Renewable Energy, Год журнала: 2023, Номер 217, С. 119200 - 119200

Опубликована: Авг. 21, 2023

Solid-liquid phase transformation of a change material in rectangular enclosure with corrugated fins is studied. Employing physics-based model, the influence fin length, thickness, and wave amplitude on thermal fluid flow fields explored. Incorporating into energy storage systems enhances heat transfer surface area penetration depth, accelerating melting process. Corrugated generate more perturbations than straight fins, improving performance. Longer thicker increase rate, average temperature, capacity. However, effect thickness characteristics seems insignificant. Larger amplitudes but disrupt natural convection currents, slowing front progress. A surrogate model based an artificial neural network conjunction particle swarm optimisation developed to optimise geometry. The optimised geometry demonstrates 43% enhancement per unit mass compared case planar fins. data-driven predicts liquid fraction less 1% difference from model. proposed approach provides comprehensive understanding system behaviour facilitates design systems.

Язык: Английский

Процитировано

25

Numerical investigation on thermal performance of phase change materials embedded in functionally graded metal foam DOI

Tianyu Si,

Wei Cui, Ting Ma

и другие.

Journal of Energy Storage, Год журнала: 2024, Номер 81, С. 110482 - 110482

Опубликована: Янв. 11, 2024

Язык: Английский

Процитировано

11

Leveraging machine learning in porous media DOI Creative Commons
Mostafa Delpisheh, Benyamin Ebrahimpour,

Abolfazl Fattahi

и другие.

Journal of Materials Chemistry A, Год журнала: 2024, Номер 12(32), С. 20717 - 20782

Опубликована: Янв. 1, 2024

Evaluating the advantages and limitations of applying machine learning for prediction optimization in porous media, with applications energy, environment, subsurface studies.

Язык: Английский

Процитировано

10

Optimizing the Design of TES Tanks for Thermal Energy Storage Applications Through an Integrated Biomimetic-Genetic Algorithm Approach DOI Creative Commons
Nadiya Mehraj, Carles Mateu, Gabriel Zsembinszki

и другие.

Biomimetics, Год журнала: 2025, Номер 10(4), С. 197 - 197

Опубликована: Март 24, 2025

Building upon an experimentally validated bio-inspired thermal energy storage (TES) tank design, this study introduced a novel computational framework that integrated genetic algorithms (GA) with biomimetic principles to systematically generate TES geometries. Inspired by natural distribution patterns found in vascular networks, the AI-driven methodology explored 13 geometric parameters, focusing on branching structures and spatial distribution, resulted computationally generated designs 29% increase heat transfer surface area while maintaining manufacturability constraints within fixed diameter of 150 mm height 155 mm. Unlike previous studies relied predefined configurations, approach developed dimensional constraints, ensuring relevance allowing for broader structural exploration. The resulting exhibited key characteristics high-efficiency configurations providing systematic, scalable architecture. This represented first step integrating biomimicry into establishing structured generating high-performance, manufacturable configurations. While current work focused future research will emphasize experimental validation real-world implementation confirm practical benefits these AI-generated designs. By bridging gap between intelligence nature-inspired engineering, provided pathway developing more efficient, manufacturable, sustainable solutions applications.

Язык: Английский

Процитировано

1

Thermal and wear properties of Al/Cu functionally graded metal matrix composite produced by severe plastic deformation method DOI
Moslem Tayyebi, Morteza Alizadeh

Journal of Manufacturing Processes, Год журнала: 2022, Номер 85, С. 515 - 526

Опубликована: Дек. 7, 2022

Язык: Английский

Процитировано

37

Effect of Y-shaped fins on the performance of shell-and-tube thermal energy storage unit DOI Creative Commons
Abdeldjalil Belazreg, Aissa Abderrahmane, Naef A.A. Qasem

и другие.

Case Studies in Thermal Engineering, Год журнала: 2022, Номер 40, С. 102485 - 102485

Опубликована: Окт. 13, 2022

Phase change materials (PCMs) are well known for their inherent poor thermal characteristics, which consequently results in limited efficiency energy storage systems (TESS). The current work numerically attempts to improve the of TESS by employing Y-shaped fins with nano-enhanced PCM (NePCM). NePCM is contained inside cylindrical TESS, while water, as heat transfer fluid (HTF), pumped through inner pipes. Three different configurations were studied and compared; case 1: reference (with no fins), 2: two attached tubes, 3: four tubes. finite element method employed discretize system's governing equations. Besides influence configuration, impact HTF temperature (338 348 K) volume fraction nanoparticles (0–0.08) also addressed. evolution contours liquid three under temperatures discussed analyzed. findings revealed that using 8 vol% enhanced conductivity during melting 19%. process was accelerated 87% when higher (348 K). Finally, found be most effective it achieved a 48% time reduction compared base (case 1).

Язык: Английский

Процитировано

31

Numerical investigation of thermal energy storage system loaded with nano-enhanced phase change material with Koch snowflake fractal cross-section DOI
Obai Younis, Abed Mourad, Aissa Abderrahmane

и другие.

Journal of Energy Storage, Год журнала: 2022, Номер 56, С. 106016 - 106016

Опубликована: Ноя. 8, 2022

Язык: Английский

Процитировано

29

Investigation of entropy generation, PEC, and efficiency of parabolic solar collector containing water/Al2O3−MWCNT hybrid nanofluid in the presence of finned and perforated twisted tape turbulators using a two-phase flow scheme DOI

Mohsen Tavakoli,

Mohammad Reza Soufivand

Engineering Analysis with Boundary Elements, Год журнала: 2023, Номер 148, С. 324 - 335

Опубликована: Янв. 11, 2023

Язык: Английский

Процитировано

19

Energy, exergy, economy analysis and geometry optimization of spiral coil heat exchangers DOI Creative Commons

Salar Zeinali,

Elaheh Neshat

Case Studies in Thermal Engineering, Год журнала: 2023, Номер 42, С. 102708 - 102708

Опубликована: Янв. 5, 2023

The present investigation deals with the exergy and exergoeconomic study of a heat exchanger shell spiral tube, considering different geometries. Realizable k-ε turbulent model is employed to simulate irreversibility calculation in tube. numerical results this are validated through experimental data from previous research. influences geometrical parameters on purchased equipment cost, as well efficiency second law investigated. These include coil pitch, minimum radius spiral, radius, thickness, radius. It realized that transfer primary source destruction. Increasing pitch 20 40 mm reduction of, average, 4% 3.54% increase cost value. Similarly, increasing comes up by about 19% efficiency. Moreover, investigating influence studied reveal most least effective respectively.

Язык: Английский

Процитировано

18