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Open Access Review Article Issue
Electronics manufacturing tribology: Future opportunities and challenges
Friction 2025, 13(12): 9441048
Published: 21 October 2025
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Electronics manufacturing is undergoing rapid transformation with advances toward high intelligence, higher integration, and nanodevices. The surface- and interfacial-related tribological issues during the electronic fabrication process have become one of the predominant factors affecting the production efficiency, product quality, and performance of devices because the miniscule size of newly developed devices tends toward the atomic scale. This poses a significant challenge in comprehensively understanding the role of tribology during electronic fabrication. This review proposes the concept of electronics manufacturing tribology. Since then, the inseparable development history of electronics manufacturing and tribology has returned. The important role of tribology in promoting the development of electronics manufacturing has been described in detail. The last part of this review highlights the future opportunities and challenges of electronics manufacturing tribology. It is hoped that such a review will shed light on the future development of high-performance electronics manufacturing and enrich the micro- and nanotribology fundamentals as well.

Open Access Issue
Low-Carbon Routing Based on Improved Artificial Bee Colony Algorithm for Electric Trackless Rubber-Tyred Vehicles
Complex System Modeling and Simulation 2023, 3(3): 169-190
Published: 02 August 2023
Abstract PDF (2.4 MB) Collect
Downloads:383

Trackless rubber-tyerd vehicles are the core equipment for auxiliary transportation in inclined-shaft coal mines, and the rationality of their routes plays the direct impact on operation safety and energy consumption. Rich studies have been done on scheduling rubber-tyerd vehicles driven by diesel oil, however, less works are for electric trackless rubber-tyred vehicles. Furthermore, energy consumption of vehicles gives no consideration on the impact of complex roadway and traffic rules on driving, especially the limited cruising ability of electric trackless rubber-tyred vehichles (TRVs). To address this issue, an energy consumption model of an electric trackless rubber-tyred vehicle is formulated, in which the effects from total mass, speed profiles, slope of roadways, and energy management mode are all considered. Following that, a low-carbon routing model of electric trackless rubber-tyred vehicles is built to minimize the total energy consumption under the constraint of vehicle avoidance, allowable load, and endurance power. As a problem-solver, an improved artificial bee colony algorithm is put forward. More especially, an adaptive neighborhood search is designed to guide employed bees to select appropriate operator in a specific space. In order to assign onlookers to some promising food sources reasonably, their selection probability is adaptively adjusted. For a stagnant food source, a knowledge-driven initialization is developed to generate a feasible substitute. The experimental results on four real-world instances indicate that improved artificial bee colony algorithm (IABC) outperforms other comparative algorithms and the special designs in its three phases effectively avoid premature convergence and speed up convergence.

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