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Low-carbon no-idle permutation flow shop schedulling problem: giant trevally optimizer vs African vultures optimization algorithm 低碳无空闲排列流车间调度问题:巨型三角优化器与非洲秃鹫优化算法
Pub Date : 2023-09-01 DOI: 10.11591/ijaas.v12.i3.pp195-204
Dana Marsetiya Utama, Cantika Febrita
Greenhouse gas emissions continue to increase due to increased energy consumption. One of the largest emission-contributing sectors is the manufacturing industry. Therefore, the manufacturing industry is required to minimize carbon emissions. One of the efforts to solve the emission problem is to minimize machine downtime throughout the production procedure, which stands for no-idle permutation flowshop scheduling (NIPFSP). This article uses two metaheuristic algorithms, giant trevally optimizer (GTO) and African vultures optimization algorithm (AVOA), to solve the carbon emission problem. Both algorithms are tested on 3 cases with 30 runs for every population and iteration. To compare the outcomes of each algorithm, an independent sample t-test was employed. The results show that the GTO algorithm has better results than the AVOA algorithm on small and large case data. The findings indicate that both the GTO and AVOA algorithms yield comparable results when applied to medium-sized research datasets, suggesting their effectiveness in such scenarios.
由于能源消耗的增加,温室气体排放继续增加。最大的排放贡献部门之一是制造业。因此,制造业需要尽量减少碳排放。解决排放问题的努力之一是在整个生产过程中尽量减少机器停机时间,即无空闲排列流水车间调度(NIPFSP)。本文采用巨三角优化算法(giant trevally optimizer, GTO)和非洲秃鹫优化算法(African vultures optimization algorithm, AVOA)两种元启发式算法解决碳排放问题。两种算法都在3种情况下进行测试,每次人口和迭代运行30次。为了比较每种算法的结果,采用独立样本t检验。结果表明,GTO算法在小案例和大案例数据上都优于AVOA算法。研究结果表明,当应用于中型研究数据集时,GTO和AVOA算法产生的结果相当,表明它们在这种情况下是有效的。
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引用次数: 0
Internet of things with NodeMCU ESP8266 for MPX-5700AP sensor-based LPG pressure monitoring 物联网与NodeMCU ESP8266用于MPX-5700AP基于传感器的LPG压力监测
Pub Date : 2023-09-01 DOI: 10.11591/ijaas.v12.i3.pp257-264
Tole Sutikno, Muhamad Haikal Ar-Rasyid, Tri Wahono, Watra Arsadiando
The use of liquefied petroleum gas (LPG) cylinders as fuel has become a basic need for the community. LPG is more efficient than oil stoves, but LPG also poses a danger. The dangers contained in gas cylinders cause users to be afraid to check the availability of gas in cylinders because the checking process must be directly close to the gas cylinder. Because of this danger, users do not check gas availability, causing it to run out of gas when cooking. To solve this problem, a system is needed to detect the availability of LPG contents, which can be monitored remotely so that users will feel safe because they are not close to gas cylinders. The condition of gas cylinder availability can be remotely monitored using the internet of things (IoT) method. Therefore, an IoT-based LPG pressure monitoring tool was designed. A tool designed using the MPX-5700AP sensor is useful for detecting gas pressure values in LPG cylinders. IoT is used to monitor LPG pressure using the Blynk application. The buzzer module is a tool for sending sound signals as information on the condition of gas cylinders. The NodeMCU ESP8266 microcontroller processes and sends data to the Blynk application. System testing is carried out in three conditions: full, close to empty, and empty. The results of this test showed an error value of 3.41% and an accuracy rate of 96.59%.
使用石油气气瓶作燃料已成为社会的基本需求。液化石油气比燃油炉更有效率,但也有危险。气瓶中所含的危险使用户不敢检查气瓶中气体的可用性,因为检查过程必须直接靠近气瓶。由于这种危险,用户不检查燃气的可用性,导致它在烹饪时耗尽燃气。为了解决这个问题,需要一个系统来检测液化石油气的可用性,可以远程监控,这样用户就会感到安全,因为他们不靠近气瓶。使用物联网(IoT)方法可以远程监控气瓶的可用性状况。为此,设计了一种基于物联网的LPG压力监测工具。使用MPX-5700AP传感器设计的工具可用于检测LPG气瓶中的气体压力值。物联网用于使用Blynk应用程序监测液化石油气压力。蜂鸣器模块是一种发送声音信号作为气瓶状态信息的工具。NodeMCU ESP8266微控制器处理和发送数据到Blynk应用程序。系统测试在满、接近空、空三种情况下进行。结果表明,误差值为3.41%,准确率为96.59%。
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引用次数: 0
Preface of special issue (SI): fluid flow and heat transfer 特刊(SI)前言:流体流动和传热
IF 0.9 Pub Date : 2023-08-30 DOI: 10.1007/s12572-023-00350-7
V. Narasimhamurthy, V. Patel
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引用次数: 0
Dimensionality study of ground motion spectra through nonlinear principal component analysis 基于非线性主成分分析的地震动谱维数研究
IF 0.9 Pub Date : 2023-08-07 DOI: 10.1007/s12572-023-00343-6
Jahnabi Basu, Bhargavi Podili, S. Raghukanth
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引用次数: 0
3D sloshing frequency analysis of partially filled cylindrical laminated composite containers 部分填充圆柱形层压复合材料容器的三维晃动频率分析
IF 0.9 Pub Date : 2023-08-05 DOI: 10.1007/s12572-023-00341-8
Pratik Tiwari, D. Maiti, D. Maity
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引用次数: 0
Effect of different biomaterials on maximum contact stress in total hip arthroplasty 不同生物材料对全髋关节置换术中最大接触应力的影响
IF 0.9 Pub Date : 2023-08-04 DOI: 10.1007/s12572-023-00342-7
Aviral Mishra, Ishita Jain, Shruti Joshi, C. Chandrashekara
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引用次数: 0
Non-rectangular plates with irregular initial imperfection subjected to nonlinear static and dynamic loads 非线性静、动载荷作用下具有不规则初始缺陷的非矩形板
IF 0.9 Pub Date : 2023-08-04 DOI: 10.1007/s12572-023-00338-3
V. Keshav, Sudhir Vummadisetti
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引用次数: 0
Fabrication and bandgaps of microscale metallic phononic crystals 微尺度金属声子晶体的制备及其带隙
IF 0.9 Pub Date : 2023-07-15 DOI: 10.1007/s12572-023-00340-9
Vyom Sharma, C. Chandraprakash
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引用次数: 0
Validation and optimization of generalized porous media property relation for their use in volumetric solar receiver 体积太阳能接收器中广义多孔介质性质关系的验证与优化
IF 0.9 Pub Date : 2023-07-12 DOI: 10.1007/s12572-023-00336-5
S. Madhukara, S. Rambabu, P. Parthasarathy
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引用次数: 0
Taylor series solutions for area ratio and Prandtl–Meyer inverses using differential transform method 用微分变换方法求解面积比和Prandtl–Meyer逆的Taylor级数解
IF 0.9 Pub Date : 2023-07-09 DOI: 10.1007/s12572-023-00337-4
Mannu Yadav, Anil Lal Sadasivan
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引用次数: 0
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