探索基于数字双胞胎的故障监测:挑战和机遇
Jherson Bofill1, Mideth Abisado2, Jocelyn Villaverde3
1Research and Development Center, Philippine Coding Camp, Manila 1004, Philippines.
Sensors (Basel, Switzerland)
|August 26, 2023
概括
数字双胞胎 (DT) 技术通过创建实时分析的虚拟复制品来增强故障监测 (FM). 这种方法提高了系统可靠性,并使各行各业的积极维护成为可能.
科学领域:
- 工程 工程师 工程师 工程师
- 计算机科学 计算机科学
- 数据科学数据科学数据科学
背景情况:
- 传统的故障监测 (FM) 方法与复杂的系统和实时数据作斗争.
- 高效率和安全对于工业系统和设备可靠性至关重要.
研究的目的:
- 探索用于故障监测的数字双胞胎 (DT) 技术中的预测方法.
- 讨论各种部门在FM中DT的实施和好处.
主要方法:
- 利用数字双胞胎 (DT) 技术作为物理系统的虚拟复制.
- 利用实时数据,高级分析和机器学习算法进行预测分析.
- 整合物理和虚拟组件,用于全面的系统监控.
主要成果:
- DT能够更深入地了解系统的行为和性能.
- DT促进了主动的故障检测和预测.
- 在制造业,能源,运输和医疗保健领域展示了成功的DT实施.
结论:
- 数字双胞胎技术显著提高了故障监测能力.
- 数字技术集成带来了系统可靠性的提高,主动维护和知情决策.
- 在各种工业应用中,DT提供了一种革命性的故障监测方法.
相关概念视频
Errors occurring during blood pressure monitoring
764
Blood pressure monitoring is a crucial clinical procedure in diagnosing and managing various cardiovascular conditions. Despite its significance, the accuracy of blood pressure measurements can be compromised by multiple factors, potentially leading to either falsely high or low readings. These inaccuracies are critical as they can significantly impact patient care. So, it is vital to understand these challenges deeply and adopt strategic approaches to minimize errors.
Several factors...
Several factors...
764
Issues And Trends In Healthcare Delivery System
5.7K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.7K
Directional Relays
141
Directional relays, essential for managing unidirectional fault currents, enhance the safety and efficiency of power systems. On power lines equipped with directional relays, faults downstream (to the right) of the current transformer typically cause the fault current to lag the bus voltage by approximately 90 degrees, known as the forward direction. In contrast, upstream (left-side) faults may result in the fault current leading the bus voltage by nearly 90 degrees, termed the reverse...
141
Fault Types
106
When analyzing a single line-to-ground fault from phase A to ground at a three-phase bus, it is important to consider the fault impedance. This impedance is zero for a bolted fault, equal to the arc impedance for an arcing fault, and represents the total fault impedance for a transmission-line insulator flashover. To derive sequence and phase currents, fault conditions are translated from the phase domain to the sequence domain.
For line-to-line faults occurring between phases B and C, the...
For line-to-line faults occurring between phases B and C, the...
106


