A Review on Phase Change Materials for Sustainability Applications by Leveraging Machine Learning DOI Creative Commons
Sunil Kumar, Debjyoti Banerjee

IntechOpen eBooks, Journal Year: 2024, Volume and Issue: unknown

Published: April 23, 2024

Phase change materials (PCMs) have been envisioned for thermal energy storage (TES) and management applications (TMAs), such as supplemental cooling air-cooled condensers in power plants (to obviate water usage), electronics reduce the environmental footprint of data centers), buildings. In recent reports, machine learning (ML) techniques deployed to improve sustainability, performance, resilience, robustness, reliability TES platforms that use PCMs by leveraging Cold Finger Technique (CFT) avoid supercooling (since can degrade effectiveness TES). Recent studies shown be enhanced using additives, nucleators gelling agents, including organic (paraffin wax) inorganic (e.g., salt hydrates eutectics) PCMs. Additionally, material compatibility with different metals alloys also garnered significant attention. Long-term demonstrating stability candidate will summarized this review book chapter.

Language: Английский

Carbon-Based Thermal Management Solutions and Innovations for Improved Battery Safety: A Review DOI Creative Commons
Benjamin Tawiah, Emmanuel Ofori, Daming Chen

et al.

Batteries, Journal Year: 2025, Volume and Issue: 11(4), P. 144 - 144

Published: April 7, 2025

The extensive use of lithium-ion batteries and other energy storage systems (ESS) in recent years has resulted a critical need for effective thermal management solutions that ensure safe reliable operations. Carbon-based materials (C-bMs) are promising candidate addressing the challenges ESS due to their unique thermal, electrical, structural properties. This article provides concise overview C-bM improved battery safety. key requirements failure modes associated with highlighted, underscoring importance (BTM). Various forms C-bMs, including graphite, graphene, carbon nanotubes, foams, nanodiamonds, graphdiyne, examined potential applications systems. innovations advancements solutions, such as phase change composites, heat pipes, interface materials, highlighted. Furthermore, latest research trends focus mainly on development hybrid carbon-based aerogels, complex structures tailored pathways optimized management. Most current still at laboratory scale; hence, future efforts will be focused developing integrated multi-functional sustainable scalable manufacturing techniques, self-healing C-bMs intelligent further explorations uncommon C-bMs. These bound enhance performance, sustainability, application-specific adaptations BTM. valuable insights researchers, stakeholders interested leveraging

Language: Английский

Citations

0

Energy, exergy, and economic analysis of cold energy storage systems in cold storage using polyethylene glycol phase change material DOI Creative Commons
K. Goudarzi

Case Studies in Thermal Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 106225 - 106225

Published: May 1, 2025

Language: Английский

Citations

0

A Review of Using Solar Energy for Cooling Systems: Applications, Challenges, and Effects DOI Creative Commons
Farhan Lafta Rashid, Muhammad Asmail Eleiwi, Hayder I. Mohammed

et al.

Energies, Journal Year: 2023, Volume and Issue: 16(24), P. 8075 - 8075

Published: Dec. 15, 2023

Energy security refers to a country’s capacity provide the energy resources essential its wellbeing, including reliable supply at an affordable costs. Economic growth and development cannot occur without access sources. availability is proxy for standard of living key factor in economic technical progress. Solar power most cost-effective option when it comes meeting world’s needs. Solar-powered cooling systems are one example how solar may be used real world. air conditioners have become more popular recent years. The problems caused by our reliance on fossil fuels surmounted with help that use collectors. utilize low-grade energy, making them construction industry. powered photovoltaic–thermal (PVT) collectors been subject much research improve thermodynamic performance systems. This focuses exploring potential solar-generated heat study will also examine current challenges involved using applications, as well possible benefits pave way greater employment gain from system various applications.

Language: Английский

Citations

10

Recent Achievements in Heat Transfer Enhancement with Hybrid Nanofluid in Heat Exchangers: A Comprehensive Review DOI
Mudhar A. Al‐Obaidi, Farhan Lafta Rashid,

Musaab K. Rasheed

et al.

International Journal of Thermophysics, Journal Year: 2024, Volume and Issue: 45(9)

Published: Sept. 1, 2024

Language: Английский

Citations

3

A review of design parameters, advancement, challenges, and mathematical modeling of asphalt solar collectors DOI
Ahmed Kadhim Hussein, Farhan Lafta Rashid, Hussein Togun

et al.

Journal of Thermal Analysis and Calorimetry, Journal Year: 2023, Volume and Issue: 149(1), P. 41 - 61

Published: Nov. 15, 2023

Language: Английский

Citations

9

Solid Foam Insertion to Increase PCM-Based Thermal Energy Storage System Efficiency: Experimental Test and Numerical Simulation of Spherical Macrocapsules DOI Creative Commons
Carla Menale,

Antonio Nicolò Mancino,

Francesco Vellucci

et al.

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(8), P. 3326 - 3326

Published: April 15, 2024

Phase change materials (PCMs) are an interesting solution to increase the efficiency of thermal energy storage (TES) systems. The present work explores, with experimental and computational study, behavior a paraffin wax encapsulated in spherical containment system during melting solidification phases. tests were conducted by immersing capsule thermostatic water bath at different temperatures measuring four points inside capsule. A two-dimensional CFD model sphere was then applied investigate effect insertion solid foam into system’s responsiveness under demanding conditions. In addition, analysis process considering two wall (HDPE aluminum) conductivity performed. results suggest that embedded foams can represent useful tool PCM-based TES, but, same time, they also highlight considerable is required achieve significant advantages respect pure PCM

Language: Английский

Citations

2

Comparative Investigation of Thermal Properties Improvement of Nano-Enhanced Organic Phase Change Materials DOI Open Access

M. A. Aravindh,

Gopi Kannan Kalimuthu,

Veerakumar Chinnasamy

et al.

Journal of Composites Science, Journal Year: 2024, Volume and Issue: 8(5), P. 182 - 182

Published: May 13, 2024

Thermal energy storage (TES) using phase change materials (PCMs) is one of the potential solutions for stockpiling thermal and utilizing it different applications, which results in effective usage. The main drawback organic PCMs practical applications poor heat transfer due to low conductivity (TC). Therefore, investigations into nano-enhanced are being explored improve their thermophysical properties. In this work, various characteristics lauryl alcohol as a PCM were investigated carbon-based metallic nanoparticles. indicated that addition nanoparticles improved its properties affected other physical properties, such viscosity. latent was degraded with revealed by adding MWCNTs CuO nanoparticles, maximum 82.6% 49.6% improvement TC achieved, respectively. drop during melting freezing about 10.1% 9.3%, respectively, whereas CuO, they 11% 10.3%, lowest supercooling 8.6 8.3 °C, present work confirms can be material storing applications.

Language: Английский

Citations

2

Innovative dodecane-hexadecane/expanded graphite composite phase change material for sub-zero cold storage applications DOI
Zicong Zhou, Songping Mo, Qing Li

et al.

International Journal of Refrigeration, Journal Year: 2024, Volume and Issue: 166, P. 98 - 107

Published: July 6, 2024

Language: Английский

Citations

2

Investigations of phase change materials in battery thermal management systems for electric vehicles: a review DOI Creative Commons
Dereje Arijamo Dolla,

Melkam Gebeyehu Fetene

Materials Research Express, Journal Year: 2023, Volume and Issue: 11(1), P. 012002 - 012002

Published: Dec. 28, 2023

Abstract Taking advantage of electric vehicles’ low pollution, the world is changing its face toward vehicle (EV) production. As EVs rely heavily on specialized batteries, it’s important to manage them safely and properly prevent thermal runaway. High ambient temperatures varied charging/discharging rates increase battery temperature. To address these challenges, Battery Thermal Management System (BTMS) come into play. This work focuses passive cooling in BTMS, which one two categories with other being active using liquid-air systems. Passive BTMS has gained prominence research due cost-effectiveness, reliability, energy efficiency, as it avoids need for additional components like pumps/fans. article specifically discusses recent experimental studies regarding phase change material (PCM)-based management techniques packs. It explores methods enhancing conductivity PCMs identifies methodologies experiments PCMs. Also recommends importance optimization machine learning, temperature sensors, state-of-charge management, ensure accuracy uniform distribution across pack. While paraffin wax been a popular choice capacity absorb release heat during transitions, matter (0.2 0.3 Wk −1 m ) limits reaction rapid batteries. So integration highly thermally conductive additives recommended. Additives such pipes offer superior compared expanded graphite (5 200 ). result, further reduces by 28.9% addition reduction 33.6% pure time high charge/discharge C 8 C). high-conductivity correlate directly improved performance are essential maintaining optimal overall reliability EV

Language: Английский

Citations

5

A Numerical Study of a Square Cell Filled with Ice with the Presence of Different Length Slit Inside the Cell DOI Creative Commons
Farhan Lafta Rashid, Abbas Fadhil Khalaf, Ali Basem

et al.

Journal of Advanced Research in Numerical Heat Transfer, Journal Year: 2023, Volume and Issue: 14(1), P. 104 - 117

Published: Oct. 11, 2023

A numerical analysis of a square cell filled with ice to determine how the existence and size an internal incision affect cell's behaviour. Using ANSYS/FLUENT V.16 software, enthalpy-porosity combination was used investigate paper quantitatively. The material in study is ice. findings this research reveal that time melting for lowered as length break within increases. process takes (70) minutes finish slit (8 cm). cleavage 6 centimetres necessitates 120 minutes. Additionally, (4 cm) requires (150 min.) melting.

Language: Английский

Citations

4