Jiansheng Wang's research while affiliated with Tianjin University and other places

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Publications (50)


Effect of the electric field orientation on the thermal resistance of the solid–liquid interface
  • Article

April 2024

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5 Reads

Molecular Simulation

XueLing Liu

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Jia Hao

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JianSheng Wang
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Optimal design of wavy microchannel heat sinks based on prediction and multi-objective optimization algorithm

April 2023

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7 Reads

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2 Citations

Energy and AI

In this paper, the multi-objective optimization of wavy microchannel heat sinks is performed by combining numerical calculation, prediction algorithm and genetic algorithm. In numerical calculation, the fluid-solid conjugate heat transfer of heat sinks with different parameters are simulated in Fluent. On this basis, the variable parameters and objective parameters are used to complete the training of neural network model, which aims to achieve accurate prediction of objective parameters. Finally, the multi-objective genetic algorithm is applied to find the Pareto front according to different requirements on the foundation of the prediction model. Results show that the coefficient of determination of the neural network models are all greater than 0.85, which proves that the prediction model has a high accuracy. The Pareto fronts are obtained by non-dominated sorting genetic algorithm (NSGA-II) with different objective parameters and they reveal that the channel with the optimal performance corresponds to a larger channel width or Reynolds number. In addition, it is also found the dimensionless temperature difference is correlated with Nusselt number.



Optimal integration of solar collectors to Carnot battery system with regenerators

February 2023

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29 Reads

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11 Citations

Energy Conversion and Management

It is very important to improve energy conversion efficiency in energy utilization. In practical application, the power supply and consumption cannot be perfectly matched, some extra power remains in the power grid. In this paper, models of Basic Carnot battery and Carnot battery with regenerators are constructed, which realize the peak load shifting of the power grid, and the utilization of low-temperature heat and solar energy. The ther-modynamic and economic performances of the Basic Carnot battery and Carnot battery with regenerators are obtained, and the multi-objective optimization is carried out by TOPSIS (Technique for Order Preference by Similarity to an Ideal Solution). Furthermore, the optimal solutions of the Basic Carnot battery and the Carnot battery with regenerators are compared. The results indicate that there are optimal cold reservoir and hot reservoir temperatures for both the Basic Carnot battery and the Carnot battery with regenerators, which maximize the round-trip efficiency and minimize the levelized cost of storage (LCOS). As the area of the trough solar collector increases, the round-trip efficiency of the system increases gradually. At the lowest LCOS target, the area of the trough solar collector has little effect on the LCOS. When the same working fluid combination is used in considered two systems, the round-trip efficiency of the Carnot battery with regenerators is higher. When the working fluid combination of R245fa-R1234ze is used in the two systems, the LCOS of the Basic Carnot battery is lower than that of the Carnot battery with regenerators. For the other two working fluid combinations, the corresponding LCOS size relationship is the opposite. By comparing six optimal solutions of the Basic Carnot battery and the Carnot battery with regenerators with three working fluid combinations, it's found that the optimal design is the Carnot battery with regenerators using a working fluid combination of R245fa-R601. The LCOS and the round-trip efficiency of the system under optimal design are 0.168 $/kWh and 454.14%, respectively.


Citations (32)


... Indeed, the energy storage system (ESS) in HS plays a vital role in decoupling the energy generation from its end use and, therefore, in boosting the deployment of renewable energy. There are various types of ESS, such as electrochemical and battery energy storage systems (BESS), thermal energy storage systems (TESS), flywheel energy storage, compressed air energy storage, pumped hydro storage, and hydrogen storage systems [9,10]. In the case of hydrogen energy storage, the concept of power-to-hydrogen can be developed aiming for sustainable and flexible energy storage in both short-and long-term applications [11]. ...

Reference:

Techno-economic feasibility of integrating hybrid-battery hydrogen energy storage in academic buildings
The investigation on a hot dry rock compressed air energy storage system
  • Citing Article
  • September 2023

Energy Conversion and Management

... It examines hybrid nanofluids' fluid flow and thermal performance, revealing that Cu-CuO-water HNFs show the most significant improvement, especially at lower Reynolds numbers [2]. This article presents a multi-objective optimization and prediction approach for wavy microchannel heat sinks, utilizing neural network models with higher accuracy and wider channel width [3]. Proposes a novel optimization approach using machine learning and a surrogate model to optimize spherical dimples in tubes, resulting in increased heat transmission capacity. ...

Optimal design of wavy microchannel heat sinks based on prediction and multi-objective optimization algorithm
  • Citing Article
  • April 2023

Energy and AI

... Moreover, the stress is mainly concentrated on the upper surface of grooves and at the edges joining the upper surfaces and side surfaces. This result is similar to the computational results reported by Wang et al. [26]. ...

Effect of streamwise vortex induced by streamwise grooves on drag reduction and heat transfer performance
  • Citing Article
  • April 2023

International Journal of Thermal Sciences

... As a result, when solar energy is integrated into the grid, it is a challenge to immediately provide the power needed to meet customer demand. Increasing storage capacity on the network side employing energy storage technology is an effective way to address these issues [7]. ...

Optimal integration of solar collectors to Carnot battery system with regenerators
  • Citing Article
  • February 2023

Energy Conversion and Management

... They stated that by changing the structure of the fluid in the vicinity of the wall, the velocity slip changes. Yao et al. [4] studied the effect of wall-fluid interaction on the heat transfer behavior of a simple fluid in a slit nanochannel and presented it as an important factor on the rate of heat exchange between the fluid and the wall. They stated that an increase in the strength of fluid-wall interaction causes an increase in fluid order in the vicinity of the walls. ...

Atomistic insights into the microscope mechanism of solid-liquid interaction influencing convective heat transfer of nanochannel
  • Citing Article
  • December 2022

Journal of Molecular Liquids

Shuting Yao

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Jiansheng Wang

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Shufeng Jin

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[...]

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Shuping Chen

... When using heat pumps to heat buildings, the operation of heat pumps requires a large amount of electricity, which often puts tremendous pressure on the power grid and results in a grid imbalance [8]. Thermal energy storage (TES) is an important technology to improve grid flexibility and renewable energy utilization, it stores electricity in the form of thermal energy in storage tanks during low peak hours and releases the stored heat to users during peak hours, thus reducing peak electricity consumption and balancing grid fluctuations [9]. Considering the operational characteristics of heat pumps and the peak cut effect of TES, coupling a heat pump heating system with a TES system can effectively improve the performance of heat pumps, such as shortening the defrosting time of airsource heat pumps [10], as well as performing power demand response (DR) to achieve real-time interactions with the grid, enhancing grid stability and system economy through demand-side management (DSM) [11], which has good potential for development. ...

Zero fluctuation: Electric-fluctuation-elimination heat pump system with water storage tank based on time-of-use tax
  • Citing Article
  • December 2022

Energy and Buildings

... Some research on coalition-based cost and profit allocation of mMGs used solely the Shapley value technique, omitting nucleolus [30,31,32,33]. In addition, both existing paired and non-paired mMGs have not taken into account geothermal energy technologies which are excellent support to meet the thermal demand and a great supplement to CHPs [34,35]. In summary, conventional mMG models are flawed in incorporating traditional energy sources with renewables that attempt to reduce emissions while remaining outage-free and capable of allocating optimized cost to further reduction if paired. ...

Compatibility investigation and techno-economic performance optimization of whole geothermal power generation system
  • Citing Article
  • December 2022

Applied Energy

... Perry and Hoffmann 12 indicated that the ejection and sweep events of Reynolds stress are usually accompanied by the equivalent occurrence of wall-normal heat flux. Kong et al., 13 Araya and Castillo, 14 Li et al., 15 and Wang et al. 16 analyzed the instantaneous velocity and temperature fields in the heated turbulent boundary layer, which further confirmed the similarity between the Reynolds stress and the wall-normal heat flux. Abe et al. 17 pointed out that the surface heat-flux fluctuations are similar to the streamwise wall shear-stress fluctuations. ...

The influence of non-uniform thermal boundary on flow and heat transfer characteristics in rectangular channel
  • Citing Article
  • October 2022

Physics of Fluids

... However, the patterns of EKC differ depending on technological conditions, policy differences, and income distribution, Author Copy • Author Copy • Author Copy • Author Copy • Author Copy • Author Copy • Author Copy • Author Copy • Author Copy which makes it challenging to establish them smoothly. Multi-objective planning models can effectively address the contradictions between environmental and economic objectives, but their practicality is controversial as it can be challenging to achieve the optimality of each objective during the optimization process [35]. Furthermore, computable general equilibrium (CGE) models are frequently used to assess the influence of regional population, economy, and technology on the environment, but their assumptions are more rigorous, making them complex and difficult to grasp [36]. ...

Focusing on geothermal heat extraction and utilization system: Scheme optimization and coupling coordination degree analysis
  • Citing Article
  • October 2022

Energy Conversion and Management

... Aerospace aircraft are developing in the direction of high speed and high efficiency, which also brings higher requirements for thermal management technology [61,62]. Porous/lattice structures have started to be applied in the thermal management of aerospace devices, such as regenerative cooling in a rocket/scramjet [12,[63][64][65][66] and cooling of a turbine blade [26,[66][67][68][69][70]. ...

Flow behavior and heat transfer in a rectangular channel with miniature riblets
  • Citing Article
  • June 2022

International Communications in Heat and Mass Transfer