Article
Energy & Fuels
Hui Wang, Zelin Wang, Zhiguo Qu, Jianfei Zhang
Summary: This paper introduces the use of a GAN model to optimize the cooling performance of coolant channels in PEMFCs. The results show that the GAN model can predict more microtopologies and achieve a lower maximum temperature than the training dataset. Additionally, the GAN model has a shorter computation time compared to traditional methods.
Article
Computer Science, Interdisciplinary Applications
Jorge Jabon, Sergio Corbera, Rafael Barea, Javier Martin-Rabadan
Summary: The combination of Additive Manufacturing (AM) technology and Topology Optimization (TO) has shown great potential in engineering design, but there is still a gap between them that hinders the design process efficiency.
COMPUTERS & INDUSTRIAL ENGINEERING
(2023)
Article
Thermodynamics
Bashir S. Mekki, Joshua Langer, Stephen Lynch
Summary: This study develops a new optimization method combining Genetic Algorithm and Computational Fluid Dynamics for generating optimized fin shapes for heat exchangers used in aerospace applications. The research reveals that as Reynolds number increases, the percent improvement in the optimum relative to the baseline also increases, potentially up to 89%.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
(2021)
Article
Energy & Fuels
Liyao Xie, Yan Zhang, Minghui Ge, Yulong Zhao
Summary: A topology optimization method based on the variable density method was used to optimize the design of forced convection air heat sink structure. The optimized heat sink effectively enhanced heat transfer performance, reducing the average temperature by 5.76% compared to a straight fin heat sink. This new type of heat sink contributes to energy saving and emission reduction.
Article
Thermodynamics
Musaddiq Al Ali, Masatoshi Shimoda, Brahim Benaissa, Masakazu Kobayashi
Summary: In this paper, a novel Metaheuristic Structure Binary-Distribution (MSB) method is proposed for achieving lightweight and high thermal conductive structure. It combines metaheuristic search with gradient descent optimization, offering a robust and efficient approach. The paper also introduces a connectivity filtering approach to enhance additive manufacturability and eliminate segregated materials in thermal structures, improving integrity and minimizing materials wastage. The performance of the MSB method is compared to other topology optimization methods, showing consistently better weight reduction and thermal compliance minimization.
APPLIED THERMAL ENGINEERING
(2023)
Article
Thermodynamics
Ting Zhang, Tingting Jing, Fei Qin, Xing Sun, Wenqiang Li, Guoqiang He
Summary: This paper presents a fluid-structure coupled topology optimization design of the regenerative cooling channel to improve heat transfer efficiency. Detailed three-dimensional numerical simulations were conducted to investigate the heat transfer processes of hydrocarbon fuel in the topology-optimized channels. Results reveal that the topology-optimized channel has significantly improved the heat transfer efficiency and flow distribution compared to the traditional straight cooling channel.
APPLIED THERMAL ENGINEERING
(2023)
Article
Energy & Fuels
Tao Shi, Huijin Xu
Summary: In this study, a theoretical model was developed for the hydrogen charging process in the hydrogen storage reactor assisted with heat storage, and a novel method to improve heat transfer performance was proposed by topology optimization of thermal conductivity fins. The optimized structure showed significant improvement in the hydrogen charging process.
Article
Computer Science, Interdisciplinary Applications
Brice Rogie, Casper Schousboe Andreasen
Summary: This paper demonstrates the advantages of topology optimization of heat sinks, beyond the capabilities of pseudo 3D models. It investigates the use of 3D effects for microchannel heat sinks and compares them to state-of-the-art industrial designs for microelectronic applications. The study shows that the performance of microchannel heat sinks highly depends on complex refrigerant distribution and intricate flow paths, and a 3D topology optimized microchannel heat sink can significantly reduce the temperature elevation of a microelectronic chip.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
(2023)
Review
Thermodynamics
Ahmad Fawaz, Yuchao Hua, Steven Le Corre, Yilin Fan, Lingai Luo
Summary: The paper investigates the critical role of topology optimization in designing heat exchangers, analyzing the pros, cons, and challenges of each stage, pointing out the limitations of TO in handling industrial HXs, and discussing three emerging schemes to improve efficiency.
Article
Energy & Fuels
Yang Xia, Li Chen, Jiwang Luo, Wenquan Tao
Summary: Topology optimization is used to improve the cooling performance of microchannel heat sinks. In this study, five different inlet and outlet structure combinations are optimized using bi-objective topology optimization based on the density method. The results show that the straight line inlet and outlet with extension areas (SE) can significantly reduce power dissipation while maintaining the same heat transfer performance. The effects of Reynolds number, the ratio of solid and fluid thermal conductivity, and the dimensionless heat generation coefficient are also investigated.
Article
Engineering, Chemical
Yang Li, Zhongting Liu, Lei Li, Wenlei He, Zhaoyang Hou, Wanhua Zhao, Wenwu Wu
Summary: In order to improve the heat dissipation of the spindle, a thermal conductivity path was designed based on the topology optimization method. By constructing a heat conductive path in the bearing housing and spindle housing, using high thermal conductivity material, the temperature of the spindle was successfully reduced.
Article
Energy & Fuels
Tingwei Zhang, Gaofeng Lu, Xiaoqiang Zhai
Summary: A novel design of shell-and-tube thermal energy storage unit with phase change material was proposed, and the layouts of fins and PCM were optimized through topology optimization method. Experimental results showed that the newly designed fins could significantly enhance the heat transfer process.
Article
Thermodynamics
Sihao Qian, Shunxi Lou, Chaoliu Ge, Wei Wang, Xiwei Tian, Yanzhao Cai
Summary: This study investigates the influence of temperature dependent fluid properties on the topology optimization of conjugate heat transfer. The coupling between fluid flow and heat transfer caused by non-isothermal flow is demonstrated by introducing functions of material TD properties. The results show that TD fluid properties will cause different topology optimization results and affect heat dissipation capacity, which cannot be neglected in topology optimization studies.
INTERNATIONAL JOURNAL OF THERMAL SCIENCES
(2022)
Article
Thermodynamics
Geunhyeong Lee, Younghwan Joo, Yonggyun Yu, Hyun-Gil Kim
Summary: This study proposes a novel design for a printed-circuit heat exchanger (PCHE) using a dual-fluid topology optimization method. It defines three distinct physical domains to account for the 3D heat transfer phenomena using 2D computational domains. The topology-optimized PCHE showed a 66% higher heat transfer rate compared to the conventional PCHE under identical pumping-power conditions.
CASE STUDIES IN THERMAL ENGINEERING
(2023)
Article
Computer Science, Interdisciplinary Applications
Nikolaos Galanos, Evangelos M. Papoutsis-Kiachagias, Kyriakos C. Giannakoglou, Yoshiyuki Kondo, Koichi Tanimoto
Summary: This method combines topology and shape optimization for the design of bi-fluid heat exchangers. It takes into account heat transfer between two fluids and a solid material with a continuous porosity field and a penalization term. The method overcomes inaccuracies of the original method by improving interpolation scheme and using a successive implementation of optimization steps.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
(2022)
Review
Engineering, Electrical & Electronic
Jae Choon Kim, Zongqing Ren, Anil Yuksel, Ercan M. Dede, Prabhakar R. Bandaru, Dan Oh, Jaeho Lee
Summary: Thermal metamaterials offer unique thermal properties that can be designed to control heat transfer, providing solutions to challenging thermal management issues in electronics packaging. Further research is needed to implement these designs in high-performance heterogeneous packages and continue advancing electronics packaging technology.
JOURNAL OF ELECTRONIC PACKAGING
(2021)
Article
Mechanics
Taehoon Jung, Jaewook Lee, Tsuyoshi Nomura, Ercan M. Dede
Summary: This paper presents a three-dimensional topology optimization for the inverse design of unidirectional fiber reinforced composite structures, including the co-design of composite macrostructure, spatially-varying fiber size, and orientation. The effectiveness of the proposed design scheme is validated through three design examples for compliance minimization and compliant mechanism problems.
COMPOSITE STRUCTURES
(2022)
Article
Engineering, Environmental
Yuqing Zhou, Danny J. Lohan, Feng Zhou, Tsuyoshi Nomura, Ercan M. Dede
Summary: In this paper, an inverse design and dehomogenization framework is proposed to discover innovative microreactor flow field designs. Through numerical simulations, trade-offs between reaction performance and fluid flow performance are found for multiple optimized microreactor flow fields. Applying the findings of this study to new reactor flow field designs can enhance performance in biomedical, pharmaceutical, and energy applications.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Electrical & Electronic
Yucheng Gao, Vivek Sankaranarayanan, Ercan M. Dede, Yuqing Zhou, Feng Zhou, Robert W. Erickson, Dragan Maksimovic
Summary: This article focuses on the modeling and design optimization of high-current-ripple planar inductors in liquid-cooled high-power applications. Efficiency and power density are the key performance metrics in applications such as electric-vehicle drivetrain systems. Innovations in computationally efficient and accurate models of ac winding loss and thermal management are used to facilitate the optimization of planar inductors. The article discusses the insights gained from the design process and presents experimental validation results.
IEEE TRANSACTIONS ON POWER ELECTRONICS
(2022)
Review
Nanoscience & Nanotechnology
Sean P. Rodrigues, Preston Cunha, Kaushik Kudtarkar, Ercan M. Dede, Shoufeng Lan
Summary: Advanced photonic nanostructures have enabled the maximization of synthetic chiroptic activities. The unique structuring of these building blocks has empowered chiral selective interactions with electromagnetic waves in plasmonic structures and dielectric media. The advances in active and nonlinear chiral metamaterials have the potential to revolutionize applications in biochemistry, valleytronics, spintronics, and chiral quantum optics.
JOURNAL OF NANOPHOTONICS
(2022)
Article
Computer Science, Interdisciplinary Applications
Jinyuan Liu, Zangyueyang Xian, Yuqing Zhou, Tsuyoshi Nomura, Ercan M. Dede, Bo Zhu
Summary: This paper proposes a computational approach for large-scale flow-based topology optimization problems using a graphics processing unit (GPU). The approach utilizes marker-and-cell and finite difference methods to discretize the design domain and solve the Stokes equations, respectively. The use of a geometric multigrid preconditioner on GPU enables efficient solution of the linear system. The approach demonstrates the ability to efficiently discover intricate flow structures and solves problems with millions of elements within minutes.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
(2022)
Article
Computer Science, Interdisciplinary Applications
Yuqing Zhou, Tsuyoshi Nomura, Ercan M. Dede, Kazuhiro Saitou
Summary: In this paper, two geometric constraints are introduced to enable density-based topology optimization in designing foldable thin-walled structures. The proposed constraints control the normal directions of the surfaces and the feature sizes in the structures, enhancing the developability and adaptability of the structures.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
(2022)
Article
Engineering, Electrical & Electronic
Reza Tavakoli, Ercan M. Dede, Chungchih Chou, Zeljko Pantic
Summary: This article proposes a cost-efficiency optimization algorithm for the design of a DWPT transmitter pad. The algorithm maximizes pad efficiency and minimizes cost to achieve constant power transfer on a selected road. Various analyses are conducted to evaluate the impact of different aspects of DWPT, and a specific design case is provided.
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION
(2022)
Article
Engineering, Electrical & Electronic
Reza Tavakoli, Tahmoures Shabanian, Ercan M. Dede, Chungchih Chou, Zeljko Pantic
Summary: This article presents a magnetic field-based method for estimating vehicle misalignment in dynamic wireless power transfer systems. By utilizing road-embedded transmitter pads to generate a magnetic field, the system measures the magnetic field with sensing coils to estimate misalignments and utilizes artificial neural networks for real-time calculations.
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION
(2022)
Article
Multidisciplinary Sciences
Sougata Hazra, Chi Zhang, Qianying Wu, Mehdi Asheghi, Kenneth Goodson, Ercan M. Dede, James Palko, Sreekant Narumanchi
Summary: This study presents a novel process for creating multi-level, hierarchical 3D structures in silicon. It overcomes the limitations of conventional photolithography and offers a cheaper, faster, and easier-to-standardize alternative. The proposed method is characterized and compared to existing techniques, highlighting its advantages and potential for improving micro-mesoscale devices.
SCIENTIFIC REPORTS
(2022)
Article
Thermodynamics
Ercan M. Dede, Yuqing Zhou, Tomoki Tambo, Feng Zhou, Danny J. Lohan, Tsuyoshi Nomura
Summary: An experimental investigation of air flow in a microchannel array at low Reynolds numbers was conducted, and a modified Bernoulli equation analysis method was used to determine fluid flow speed. The experimental results were consistent with numerical modeling, validating the effectiveness of this method.
EXPERIMENTAL THERMAL AND FLUID SCIENCE
(2022)
Article
Engineering, Electrical & Electronic
Paul Schmalenberg, Ercan M. Dede, Tsuyoshi Nomura, Shinji Nishiwaki
Summary: This research introduces an optimization method for a vehicular volumetric beam-scanning radar to minimize sidelobe power by determining the placement of array elements. The optimization is achieved using a gradient-based nonlinear programming technique, with the speed accelerated by extending uv-projection planes. Compared to a reference triangular grid array, the optimization method allows for a larger azimuth scanning FOV in typical automotive applications.
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS
(2022)
Review
Physics, Multidisciplinary
Taehwa Lee, Xiaopeng Li, Ziqi Yu, Tsuyoshi Nomura, Ercan M. M. Dede, Hideo Iizuka
Summary: This review discusses the fundamental understanding of coupled resonance by comparing coupled mode theory (CMT) and harmonic oscillator model (HOM), and provides an overview of recent research progress in the field. It also highlights emerging research areas related to coupled resonance.
FRONTIERS IN PHYSICS
(2022)
Article
Engineering, Electrical & Electronic
Shailesh N. Joshi, Feng Zhou, Yanghe Liu, Danny J. Lohan, Hiroshi Ukegawa, Jae Lee, Ercan M. Dede
Summary: The development of wide band-gap power electronics has led to extensive research on high-performance liquid cooling solutions for high heat flux power semiconductor devices. Promising technologies for thermal management were identified in the late 2000s, including liquid jet impingement cooling, microchannel cooling, phase change or two-phase cooling, and near-junction direct chip cooling. This letter presents a perspective on select patents from 2010 to 2022 in these areas and summarizes the thermal-fluid performance capability of each technology. It demonstrates the historical significance of power electronics cooling technology in the mobility industry and outlines future research directions.
IEEE TRANSACTIONS ON POWER ELECTRONICS
(2023)
Article
Multidisciplinary Sciences
Ercan M. Dede, Chi Zhang, Qianying Wu, Neda Seyedhassantehrani, Muhammad Shattique, Souvik Roy, James W. Palko, Sreekant Narumanchi, Bidzina Kekelia, Sougata Hazra, Kenneth E. Goodson, Roman Giglio, Mehdi Asheghi
Summary: Approximately 70% of the electricity in the United States goes through power conversion electronics, and it is expected to reach 100% in the future. The global adoption of highly efficient power electronics technologies is anticipated to have a significant impact on worldwide energy consumption. This article discusses the importance of thermal management for semiconductor devices in achieving massive energy savings, specifically through integrated microscale cooling for high-heat-flux, wide-bandgap (WBG) semiconductor devices. Additionally, a techno-economic analysis is presented to assess the performance, manufacturing approaches, fabrication costs, and potential barriers to the adoption of this cooling technology.