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Development and Evaluation of a MQ-5 Sensor-Based Condition Monitoring System for In-Situ Pipeline Leak Detection 开发和评估基于 MQ-5 传感器的现场管道泄漏检测状态监测系统
Pub Date : 2024-02-26 DOI: 10.18280/i2m.230101
I. Okokpujie, Oghenemaro Avwunu, Saheed Akande, Olufemi J. Dada, A. I. Musa, David I. Agbemuko
The condition monitoring system for an in-situ pipeline is an innovative concept that uses MQ-5 sensors to detect fuel leaks in pipelines and relay concentration data to a receiver station. The essence of the monitoring process is to ensure the safety and security of engineering properties and lives. The project addresses the crucial requirement for rapid detection of fuel leaks to avoid environmental problems, economic losses, and safety risks connected with pipeline circulation. The goal is to create a leak detection monitoring system. The project required the design and execution of four transmitter stations, each responsible for detecting fuel leaks at various places along a small-scale pipeline and transmitting concentration data to a central receiver station. The system's response time, a critical performance parameter for this project, was measured by timing how long it took for an alert to arrive at the receiving station after the transmitter detected a leak. This time was measured at three distances between the transmitter and receiver stations: 1m, 2m, and 3m. Multiple measurements were taken at each distance, and the average response time was computed. The results showed that as the distance between the stations increased, so did the reaction time. The average response time at 1m was 3.37 seconds, whereas, at 2m and 3m, it was 3.856 seconds and 4.198 seconds, respectively. A t-test inference was performed to check that there was a distinct difference between the response times for each distance, and a significant difference was detected. The built system effectively demonstrated its ability to detect fuel leaks, and the observed response times offered useful information about the system's performance at various distances. This technology demonstrates the potential to improve pipeline transportation safety and efficiency by enabling early identification of fuel leaks.
原位管道状态监测系统是一个创新概念,它使用 MQ-5 传感器检测管道中的燃料泄漏,并将浓度数据传送到接收站。监测过程的本质是确保工程财产和生命安全。该项目解决了快速检测燃料泄漏的关键要求,以避免环境问题、经济损失和与管道循环相关的安全风险。目标是建立一个泄漏检测监控系统。该项目要求设计和实施四个发射站,每个发射站负责检测小型输油管道上不同位置的燃料泄漏,并将浓度数据传输到中央接收站。系统的响应时间是该项目的一个关键性能参数,其测量方法是在发射器检测到泄漏后,计算警报到达接收站所需的时间。该时间是在发射站和接收站之间的三个距离进行测量的:1米、2米和3米。在每个距离上进行多次测量,并计算出平均响应时间。结果表明,随着发射站和接收站之间距离的增加,反应时间也在增加。1 米处的平均反应时间为 3.37 秒,而 2 米和 3 米处的平均反应时间分别为 3.856 秒和 4.198 秒。为了检查每个距离的反应时间是否存在明显差异,我们进行了 t 检验推断,结果发现差异显著。所构建的系统有效地证明了其检测燃料泄漏的能力,而观察到的响应时间则为系统在不同距离上的性能提供了有用的信息。这项技术展示了通过早期识别燃料泄漏提高管道运输安全和效率的潜力。
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引用次数: 0
Enhancing Energy Efficiency in Sensor Cloud Through Time Series Forecasting of Sensor Data 通过传感器数据的时间序列预测提高传感器云的能效
Pub Date : 2024-02-26 DOI: 10.18280/i2m.230102
K. Das, Satyabrata Das, Monalisha Pattnaik
ABSTRACT
摘要
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引用次数: 0
Enhancing Quality Control in the Indonesian Automotive Parts Industry: A Defect Reduction Approach Through the Integration of FMEA and MSA 加强印度尼西亚汽车零部件行业的质量控制:通过整合 FMEA 和 MSA 减少缺陷的方法
Pub Date : 2024-02-26 DOI: 10.18280/i2m.230104
Fredy Sumasto, Yesaya Abdi Nugroho, Edwin Sahrial Solih, Abdul Wahid Arohman, Desy Agustin, Alkautsar Permana
ABSTRACT
摘要
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引用次数: 0
Comparative Assessment of Water Distribution in Constant Versus Variable Rate Irrigation Systems 恒速与变速灌溉系统配水对比评估
Pub Date : 2024-02-26 DOI: 10.18280/i2m.230103
Zeena M. Alomari, T. Alfatlawi
This research explores the effectiveness of a cutting-edge smart irrigation sprinkler system, which boasts an adjustable water distribution feature. Utilizing a technique known as nozzle-pulsing combined with a variable-speed control mechanism, the system is capable of varying its water discharge rates. The evaluation encompassed measuring flow rates for both the system as a whole and its individual nozzles, as well as assessing travel speed and the uniformity and precision in water delivery. Performance metrics such as CU, DUlq, CV, MAE, MBE, and NRMSE were employed to determine the irrigation system's distribution uniformity and application accuracy. Field testing was conducted in the months of August and September 2023, under varying wind conditions with careful timing to reduce evaporative losses. The prevailing weather conditions were characterized by an absence of rainfall, with ambient temperatures ranging from 25 to 38°C and relative humidity spanning 9 to 35%. Results revealed that the system adeptly modulated irrigation rates between 0 to 25 mm and altered travel speeds from 0 to 3 m/min. The implementation of pulsing to deliver variable volumes of water exerted a negligible effect on the nozzle flow rates, evidenced by an average application error below 6%. The smart sprinkler system achieved an average CU of 89.7% versus 83.8%, an average DUlq of 87.0% versus 76.8%, and an average NRMSE of 19.33% versus 25.84%, paralleling the performance of traditional systems. The study concluded that the described Variable Rate Irrigation (VRI) system is capable of matching the precision and consistency of Constant Rate Irrigation (CRI) systems. The water distribution's consistency and precision were found to be statistically unaffected by the sprinkler cycling rate, cycle duration, or system movement speed (P > 0.05). This opens the door to more accurate and consistent irrigation scheduling for agricultural applications using a novel lateral-move irrigation system endowed with VRI technology, which is vital for water-efficient irrigation practices. This finding underscores the potential of variable-rate sprinkler irrigation as a tool to enhance water management strategies.
这项研究探讨了尖端智能灌溉喷灌系统的有效性,该系统拥有可调节的水分配功能。该系统利用一种称为喷嘴脉冲的技术,结合变速控制机制,能够改变出水率。评估包括测量整个系统和单个喷嘴的流量,以及评估行进速度、出水的均匀性和精确性。采用 CU、DUlq、CV、MAE、MBE 和 NRMSE 等性能指标来确定灌溉系统的配水均匀性和施水精度。实地测试于 2023 年 8 月和 9 月进行,在不同的风力条件下进行,并对时间进行了精心安排,以减少蒸发损失。当时的天气条件为无降雨,环境温度为 25 至 38°C,相对湿度为 9 至 35%。结果表明,该系统能够将灌溉速率调节在 0 至 25 毫米之间,并将行进速度调节在 0 至 3 米/分钟之间。采用脉动方式提供可变水量对喷头流量的影响微乎其微,平均喷洒误差低于 6%。智能喷灌系统的平均 CU 值为 89.7% 对 83.8%,平均 DUlq 值为 87.0% 对 76.8%,平均 NRMSE 值为 19.33% 对 25.84%,与传统系统的性能相当。研究得出结论,所述变率灌溉(VRI)系统能够达到恒速灌溉(CRI)系统的精度和一致性。研究发现,配水的一致性和精确度在统计学上不受喷灌机循环速率、循环持续时间或系统移动速度的影响(P > 0.05)。这为使用具有 VRI 技术的新型横向移动灌溉系统进行更精确、更一致的农业应用灌溉调度打开了大门,而这对节水灌溉实践至关重要。这一发现凸显了变速喷灌作为加强水资源管理策略的一种工具的潜力。
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引用次数: 0
Precision Measurement and Sustainable Preservation: Advancements in Solar Drying and Mathematical Modeling of Carrots 精确测量与可持续保存:太阳能干燥和胡萝卜数学建模的进展
Pub Date : 2024-02-26 DOI: 10.18280/i2m.230106
A. Larbi, A. Mediani, Habib Rouan Serik, A. Loumani, Benali Abdeledjalil, Ferhat Hanane Wahiba Ikrame, Foullanine Meriama, Tigani Cherif
This study investigates the solar drying of carrots by combining practical experimentation with mathematical modeling. The primary objective was to assess the physicochemical composition of carrots before and after undergoing solar drying, with an emphasis on maintaining the high quality of the dehydrated product. The accurate determination of the drying kinetics was accomplished
本研究通过将实际实验与数学建模相结合,对胡萝卜的太阳能干燥进行了研究。主要目的是评估胡萝卜在接受太阳能干燥前后的理化成分,重点是保持脱水产品的高质量。准确测定干燥动力学的方法是
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引用次数: 0
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Instrumentation Mesure Métrologie
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