In recent years, with the vigorous development of the new generation of artificial intelligence technology, machine learning and optimization algorithms have injected new vitality with intelligent characteristics
The turbulent mixing coefficient and other parameters are determined in this process for the specific mixing vane grid design. In this process, various approaches to obtain the turbulent
The complex Rolling Mill Process requires a rigorous and Intelligent Management. In this paper the authors envisaged the management of the Hot Rolling Mill in Galati County. At the finishing mill exit
Abstract In the thermal design of nuclear power reactors having parallel coolant channels, engineering hot channel factors have been established
This review describes the working principle and heat generation mechanism of lithium-ion batteries, as well as the triggering and hazards of thermal runaway, and presents relevant thermal
Using computer-aided engineering (CAE) simulations, designs that are both effective and economical can be made. The goal of this study is to optimize the design of an injection mold to
Abstract The scientific and technical literature presents a large number of works dedicated to the experimental study of the critical out flow of saturated and subcooled liquid through
This article focuses on the design optimization of an injection mold, with the goal of optimizing the location of cooling channels to reduce ejection time and increase temperature
A framework for topology optimization of cooling channels is proposed, which paves the way towards automated design of additively-manufactured cooling channels, required in applications
The hot channel factors have a large influence on the thermal-hydraulic performance and affect the design and safety margins of the reactor. Hot-channel factors are applied to the heat flux,
Aiming at the problems of large rolling deviation and low stability in limit specification of hot strip rolling, the optimal rolling suggestions were
Well-designed conformal cooling channels can substantially reduce cooling time, resulting in increased productivity and improved efficiency of the
Introduction In the design of nuclear reactors, a number of uncertainties arise concerning variations in flow distribution, fuel element and coolant channel geometry, and nuclear flux spatial
The structure of an automatic control system for hot blast stoves block using the subsystem of the intelligence analysis of the data has been
Recent advancements in additive manufacturing have rendered the creation of conformal cooling channels more accessible and cost-effective. In the injection molding process, conformal
For the structural parameters of the optimal channel types, the NSGA-II algorithm was used for multi-objective optimization. Compared to CFD simulation results, the relative errors were
In this paper, an intelligent optimization method of rolling process parameters for hot strip rolling based on BP neural network and genetic
In this paper, the conformal cooling channels are designed, and the variables for the channels are optimized to increase the cooling efficiency, and
This study, utilizing the NetLogo platform (Banos et al. 2016) proposes a methodology founded on swarm intelligence principles to optimize the flow channel structures of internal flow
In this paper, the conformal cooling channels are designed, and the variables for the channels are optimized to increase the cooling efficiency, and 3D printing technology is applied to
Influence of Conformal Cooling Channel Parameters on Hot Stamping T ool and Press-Hardening Process Maria Emanuela Palmieri 1,a*, Luigi
ng time, total injection time, uniform temperature distribution, thermal stress and distortion thickness. This article focuses the design optimization of an injection mold, with the aim of optimizing
Table 7 summarize the comparison of the three main battery state estimation methods: direct estimation, model-based, and intelligent data-driven. The table includes advantages,
In this work, we propose a three-dimensional CHT topology optimization approach, targeted at the design of conformal cooling channels in applications with heated surfaces, such as die casting molds.
A database of 16,953 data points for flow boiling heat transfer in mini/micro-channels amassed from 50 sources was included in the analysis. The predictive capabilities of the ANN-based method are
How to estimate channel parameters more effectively, intelligently and accurately is the key problem to realize the requirements of intelligent and adaptive short-wave communication
This work proposes an integrated cooling channel of motor and controller, and the fluid-solid coupling analysis is applied for analyzing the velocity, pressure distributions of the cooling
Download Table | Characteristic parameters of the hot channel from publication: Thermal-hydraulic Hot-Spot Analysis of IRT-5000 Nuclear Research Reactor:
To solve this problem, this paper proposes an automatic generation method for cooling channels from a practical perspective based on the basic structural characteristics of cooling channels and the basic
Using conformal cooling channel can reduce thermal stresses and distortion, improve cycle time, and provide a more consistent temperature distribution. Conversely, traditional channels use a more
While conformal cooling channels offer improved cooling efficiency and part quality, their design process is more intricate than that of conventional
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