本期文献清单精选了 Processes 期刊“AI-Enabled Process Engineering”栏目2024-2025年的15篇前沿文章，聚焦过程模拟与优化、智能制造、新材料技术、绿色环境工程以及AI辅助的材料与生物加工等方向。希望能为相关领域的研究者提供有价值的思路与参考。

01

Development of a Novel Retrofit Framework Considering Industry 4.0 Concepts: A Case Study of a Modular Production System

基于工业4.0理念的新型改造框架开发：以模块化生产系统为例

02

SharkNet Networks Applications in Smart Manufacturing Using IoT and Machine Learning

SharkNet网络在智能制造中的物联网与机器学习应用

http://www.mdpi.com/2227-9717/13/1/282

03

Integrating MILP, Discrete-Event Simulation, and Data-Driven Models for Distributed Flow Shop Scheduling Using Benders Cuts

基于Benders切割的集成MILP、离散事件仿真与数据驱动模型的分布式流水车间调度

https://www.mdpi.com/2227-9717/12/8/1772

04

Optimization of Coreless PCB Coils Based on a Modified Taguchi Tuning Method for WPT of Pedelec

基于改进田口整定法的无芯PCB线圈在电动自行车无线电力传输中的优化

05

Recovery of Lesser-Known Strategic Metals: The Gallium and Germanium Cases

未被广泛知晓的战略性金属回收：镓与锗的案例

https://www.mdpi.com/2227-9717/12/11/2545

06

Design and Characterization of a Continuous Melt Milling Process Tailoring Submicron Drug Particles

用于制备亚微米药物颗粒的连续熔融研磨工艺设计与表征

http://www.mdpi.com/2227-9717/12/7/1417

07

Cloud Point Extraction as an Environmentally Friendly Technique for Sample Preparation

浊点萃取：一种环境友好的样品制备技术

http://www.mdpi.com/2227-9717/13/2/430

08

Physicochemical, Functional, Antioxidant, Pasting and FT-IR Spectroscopic Properties of Fermented Acorns and Sorghum Using Traditional Algerian Processes

阿尔及利亚传统工艺发酵橡子与高粱的理化、功能、抗氧化、糊化及FT-IR光谱特性

http://www.mdpi.com/2227-9717/12/8/1647

09

Challenges and Advances in Tertiary Waste Water Treatment for Municipal Treatment Plants

城市污水处理厂三级废水处理的挑战与进展

http://www.mdpi.com/2227-9717/12/10/2084

10

Machine Learning-Based Estimation of Sewage Treatment Facility Capacity and Design Adequacy: A Case Study in Korea

基于机器学习的污水处理设施处理能力与设计合理性评估：以韩国为例

https://www.mdpi.com/2227-9717/13/12/3995

11

A Review of Intelligent Modeling for Microalgae Systems: Integrating Data Mining, Machine Learning, and Hybrid Approaches

微藻系统智能建模综述：整合数据挖掘、机器学习与混合方法

http://www.mdpi.com/2227-9717/13/9/2956

12

Co-Gasification of Plastic Waste Blended with Biomass: Process Modeling and Multi-Objective Optimization

塑料废弃物与生物质混合气化：过程建模与多目标优化

13

A New Use Strategy of Artificial Intelligence Algorithms for Energy Optimization in Plastic Injection Molding

人工智能算法在塑料注塑成型能耗优化中的新应用策略

http://www.mdpi.com/2227-9717/12/12/2798

14

Evaluating Generalization, Bias, and Fairness in Deep Learning for Metal Surface Defect Detection: A Comparative Study

评估深度学习在金属表面缺陷检测中的泛化能力、偏差与公平性：一项比较研究

http://www.mdpi.com/2227-9717/12/3/456

15

An AI-Assisted Thermodynamic Equilibrium Simulator: A Case Study on Steam Methane Reforming in Isothermal and Adiabatic Reactors

人工智能辅助热力学平衡模拟器：以等温与绝热反应器中蒸汽甲烷重整为例

https://www.mdpi.com/2227-9717/13/8/2508

• Processes 期刊介绍

主编：Giancarlo Cravotto, University of Turin, Italy

期刊专注于过程工程和系统工程领域，内容涵盖化学、生物、材料、环境、能源、食品、制造、自动化控制等相关过程工程方向。目前已被Scopus、SCIE (Web of Science)、Ei Compendex、Inspec等数据库收录。

2025 Impact Factor: 3.4

2025 CiteScore: 5.7

Time to First Decision: 14.7 Days

Median Publication Time: 39 Days

期刊主页：https://www.mdpi.com/journal/processes

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