Vibration compaction is an effective method for improving sand foundations. To investigate the influence of vibration parameters and gravel gradation on vibratory compaction, a series of vibratory compaction tests wit...
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This paper presents the construction of a thermodynamic model specifically suited for a rotating detonation turbine engine. It takes into account the actual operating conditions of an aircraft engine, including limita...
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Unmanned surface vehicles (USV) have gained a significant position in ocean resource development due to their cost-effectiveness and safety. Collision avoidance is the crucial technology determining whether a USV can ...
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This paper examines business process optimization through process mining in the context of Industry 4.0 using a qualitative research approach. It underscores how process mining facilitates microeconomic principles and...
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Inspired by energy absorbent natural tubular biological structures, a bionic multi-tubular carbon fiber composite was designed. This bionic material was fabricated using 3D printing and UV curing, incorporating hetero...
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Ischemic stroke remains the leading cause of death worldwide, and in experimental studies of ischemic stroke, neuroprotective agents may display good efficacy. In our previous work, Fenazinel showed promising neuropro...
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The lighting system is a continuously used energy system found in all buildings. This system is highly complex as it includes various types such as incandescent bulbs, fluorescent tubes, HID lamps, and LEDs. These typ...
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ISBN:
(数字)9798331543952
ISBN:
(纸本)9798331543969
The lighting system is a continuously used energy system found in all buildings. This system is highly complex as it includes various types such as incandescent bulbs, fluorescent tubes, HID lamps, and LEDs. These types of loads consist of many electronic components and are significant sources of Auto-Tuned Active Filter signals. These harmonic signals directly affect protective devices and electronic equipment in the building's electrical system. Therefore, reducing the harmonic signals generated by the lighting system is crucial for buildings. Generally, harmonic reduction can be achieved by installing one of three types of filters: active, passive, and hybrid. This research presents the design of an auto-tuned active filter using the MATLAB Simulink and tests it using four lighting load cases. The designed circuit can effectively reduce harmonic signals while also improving the energy efficiency of the building.
In recent years, rapid development in the domain of Predictive Maintenance have resulted in improved equipment lifetime span, decrease maintenance costs and reduced the unplanned downtime. Predictive maintenance is an...
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ISBN:
(数字)9798331529246
ISBN:
(纸本)9798331529253
In recent years, rapid development in the domain of Predictive Maintenance have resulted in improved equipment lifetime span, decrease maintenance costs and reduced the unplanned downtime. Predictive maintenance is an approach that addresses any equipment or component failures in the systems proactively. However, integration of this approach in automated systems has several challenges such as ensuring the accuracy of fault predictions, management of large-scale data and maintenance of system reliability under various operational conditions. To overcome these challenges Improved Support Vector Machine (ISVM) is proposed. Initially, the data is collected from the Predictive Maintenance Dataset (PMD) and the preprocessing is performed through Inter Quartile Range (IQR) which enhances the quality of data and modeling efforts. Further relevant features are extracted using Recursive Feature Elimination (RFE). Finally, the prediction is performed using ISVM which achieved better outcomes compared to existing a One-Class Support Vector Machine (SVM) in terms of accuracy as well as recall by achieving 90.58%, 80.79% respectively.
Human–machine co-driving is a driving process of human and machine complete driving tasks together in advanced driving assistance system, achieving a smooth transition from automatic driving to manual driving. In thi...
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Titanium alloys exhibit low-temperature brittleness. A major challenge in their use has always been enhancing their impact toughness without compromising their strength. In this study, a dual-phase titanium alloy with...
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