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Performance Analysis and Optimization of Regenerative Gas Turbine Power Plant using RSM 基于RSM的蓄热式燃气轮机电厂性能分析与优化
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-10-09 DOI: 10.15282/ijame.20.3.2023.10.0824
Moumtez Bensouici, Mohamed Walid Azizi, Fatima Zohra Bensouici
In the present study, a thermodynamic analysis of thermal performance is carried out in a regenerative GT power plant. The optimization procedure of design parameters is realized by the response surface methodology (RSM). The thermodynamic simulations were carried out using the EES code for numerous variables such as compression ratio (2≤rp≤12), inlet temperature (273≤T1≤313K), turbine inlet temperature (1200≤T3≤1600K), and regenerator effectiveness (45≤ε≤85%). Analysis of variance (ANOVA) was carried out to identify the process parameters that influence thermal efficiency (ηth) and specific fuel consumption (SFC). Then, a second-order regression model was developed to correlate the process parameters with ηth and SFC. Consequently, numerical and graphical optimizations were performed to achieve multi-objective optimization for the desired criteria. According to the desirability function approach, it can be seen that the optimum objective functions are ηth=50.61% and SFC=0.117 kg/kWh, corresponding to process parameters T1=273.26K, T3=1597.64K, rp=6.95 and ε=84.89%. Lastly, verification simulations were conducted to validate the importance of the generated statistical models.
在本研究中,对蓄热式GT发电厂的热性能进行了热力学分析。利用响应面法实现了设计参数的优化过程。利用EES代码对压缩比(2≤rp≤12)、进口温度(273≤T1≤313K)、涡轮进口温度(1200≤T3≤1600K)和蓄热器效率(45≤ε≤85%)等多个变量进行了热力学模拟。采用方差分析(ANOVA)确定影响热效率(ηth)和比油耗(SFC)的工艺参数。在此基础上,建立了工艺参数与η和SFC之间的二阶回归模型,并进行了数值优化和图形优化,实现了对期望标准的多目标优化。根据理想函数法,得到的最佳目标函数为η =50.61%, SFC=0.117 kg/kWh,对应工艺参数T1=273.26K, T3=1597.64K, rp=6.95, ε=84.89%。最后,通过仿真验证了所生成统计模型的有效性。
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引用次数: 0
Nonlinear Dynamics of a Multi-shaft Gear System in Parameter-state Space 参数状态空间下多轴齿轮系统的非线性动力学
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-10-09 DOI: 10.15282/ijame.20.3.2023.11.0825
Yan Yang
A nonlinear dynamic model of a 12-degree-of-freedom multi-shaft gear system is established, which includes nonlinear factors such as gear backlash, bearing clearance and time-varying mesh stiffness. The bifurcation diagrams and the maximum dynamic load coefficient diagrams that describe the dynamics of the gear transmission system are simulated by using the Runge-Kutta method, combined with three Poincaré mapping. The mutual transition of the adjacent period one motion through the grazing bifurcation and saddle-node bifurcation form a hysteresis zone where two types of impact motion coexist. The correlation between the dynamic response and the gear backlash under the parameter-state space is investigated, and it is verified that the extreme parameter conditions lead to abnormal vibration phenomena such as jumping, mesh-apart and chaotic motion. The results show that, near the critical value of ω = 0.7164 for grazing bifurcation, the meshing gear pair undergoes a jump in relative micro-displacement and dynamic load, increasing system impact vibration and a decrease in transmission efficiency, which is an undesirable parameter interval. In the initial stage of dynamic designing, the backlashes can be selected through the internal characteristics and transition mechanism of periodic motions
建立了包含齿轮间隙、轴承间隙和时变啮合刚度等非线性因素的12自由度多轴齿轮系统非线性动力学模型。采用龙格-库塔法,结合庞卡罗三维映射,对描述齿轮传动系统动力学特性的分岔图和最大动载荷系数图进行了仿真。相邻周期一次运动通过放牧分岔和鞍-结分岔相互过渡,形成两种冲击运动并存的滞后区。研究了参数状态空间下的动态响应与齿轮间隙的关系,验证了极端参数条件下齿轮的跳变、离网和混沌运动等异常振动现象。结果表明:在ω = 0.7164放牧分岔临界值附近,啮合齿轮副的相对微位移和动载荷出现跃变,系统冲击振动增大,传动效率下降,这是一个不理想的参数区间;在动力设计的初始阶段,可以通过周期运动的内部特性和过渡机制来选择间隙
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引用次数: 0
Investigation of Object Detection and Identification at Different Lighting Conditions for Autonomous Vehicle Application 自动驾驶汽车不同光照条件下目标检测与识别研究
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-10-01 DOI: 10.15282/ijame.20.3.2023.08.0822
Noorfadzli Abdul Razak, Nur Alya Aqilah Sabri, Juliana Johari, Fazlina Ahmat Ruslan, Mahanijah Md. Kamal, Mohd Azri Abdul Aziz
Ensuring the safety of autonomous vehicles requires effective detection and tracking of surrounding objects. This paper proposes the design and development of a driverless transportation system module focused on identifying obstacles around vehicles. By integrating computer vision with deep learning, the system presents a reliable and cost-effective solution for autonomous driving. Utilizing Raspberry Pi 4B and a USB webcam, a compact hardware setup is created for seamless implementation in autonomous vehicles. The algorithm presented in this study enables the detection, classification, and tracking of both moving and stationary objects, including cars, buses, trucks, people, and motorcycles. TensorFlow Lite, a deep-learning network, is employed for efficient object detection and classification. Leveraging Python as the primary programming language, known for its high-level object-oriented features and integrated semantics, the algorithm is tailored for web and application development. Experimental results demonstrate the system’s capability to concurrently detect and identify multiple local objects with an accuracy ranging from 50% to 80% in day and night conditions. These findings underscore the potential of deep learning in advancing autonomous vehicle technology.
确保自动驾驶汽车的安全需要对周围物体进行有效的检测和跟踪。本文提出了一个无人驾驶交通系统模块的设计和开发,重点是识别车辆周围的障碍物。通过将计算机视觉与深度学习相结合,该系统为自动驾驶提供了可靠且具有成本效益的解决方案。利用树莓派4B和USB网络摄像头,创建了一个紧凑的硬件设置,以便在自动驾驶汽车中无缝实现。本研究中提出的算法可以检测、分类和跟踪移动和静止的物体,包括汽车、公共汽车、卡车、人和摩托车。TensorFlow Lite是一种深度学习网络,用于有效的目标检测和分类。利用Python作为主要的编程语言,以其高级面向对象的特性和集成语义而闻名,该算法是为web和应用程序开发量身定制的。实验结果表明,该系统能够在白天和夜间同时检测和识别多个局部目标,准确率在50%到80%之间。这些发现强调了深度学习在推进自动驾驶汽车技术方面的潜力。
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引用次数: 0
Mechanical Analysis and Constitutive Modeling of Nonlinear Behavior of Silver-based Conductive Ink 银基导电油墨非线性性能的力学分析与本构建模
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-09-26 DOI: 10.15282/ijame.20.3.2023.07.0821
None S. Zulfikar, Abdullah Aziz Saad, None Z. Ahmad, None Z. Bachok
Stretchable electronic devices are progressively deployed in many applications of mechanical, electrical, and bio-medical engineering. These circuits are made of stretchable and flexible substrate, as well as conductive ink, and various electronic components. The choice of components and layouts for the substrate and conductive ink can regulate the stretchability of stretchable circuits. On top of that, the substance utilized to create the conductive ink must have high electrical conductivity and strong adherence to the substrate in order to produce a high-quality stretchable printed circuit. Thus, this study focused on the development of stretchable conductive ink using silver powder as a conductive filler and PDMS-OH as a binder. The mechanical properties of the synthesized ink were investigated via simple uniaxial tensile testing method and nanoindentation technique, respectively. Accordingly, the modulus of elasticity, tensile stress and yield stress of the ink were obtained as 5.72 MPa, 1.195 MPa, and 0.86 MPa, congruently at 137% strain before undergoing failure. The experimental stress-strain data was then employed on the elastic-plastic constitutive model to investigate the elastomeric properties of the ink as it is an alternative method of lengthy and expensive procedures of validating different polymers. Moreover, the hardness and reduced modulus of the ink were evaluated by nanoindentation method using 5 mN maximum load with 0.5 mN/s loading/unloading rate and 2 secs holding time. Consequently, the hardness and reduced modulus values were obtained as 1.45 MPa and 34.53 MPa, respectively. These values were further validated by Oliver-Pharr method, and were in a good agreement.
可伸缩电子设备在机械、电气和生物医学工程的许多应用中逐渐得到应用。这些电路是由可拉伸和柔性基板,以及导电油墨和各种电子元件制成的。基板和导电油墨的元件和布局的选择可以调节可拉伸电路的可拉伸性。最重要的是,用于制造导电油墨的物质必须具有高导电性和对基板的强粘附性,以便生产高质量的可拉伸印刷电路。因此,本研究主要以银粉为导电填料,PDMS-OH为粘结剂,开发可拉伸导电油墨。分别通过单轴拉伸测试和纳米压痕技术对合成油墨的力学性能进行了研究。在137%应变下,油墨的弹性模量、拉应力和屈服应力分别为5.72 MPa、1.195 MPa和0.86 MPa。然后将实验应力应变数据用于弹塑性本构模型,以研究油墨的弹性体性能,因为它是验证不同聚合物的漫长而昂贵的程序的替代方法。采用纳米压痕法,在最大载荷为5mn、加载卸载速率为0.5 mN/s、保持时间为2 s的条件下,对油墨的硬度和还原模量进行了评价。得到的硬度和降低模量值分别为1.45 MPa和34.53 MPa。用Oliver-Pharr法进一步验证了这些值,结果吻合较好。
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引用次数: 0
Dynamic Testing of In-Wheel Motor Based Electric Vehicle in Longitudinal Direction 轮毂电机电动汽车纵向动态试验研究
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-09-26 DOI: 10.15282/ijame.20.3.2023.02.0816
Muhammad Shukri Azizi Razak, Fauzi Ahmad, Mohd Hanif Che Hasan, Hishamuddin Jamaluddin
This paper presents an investigation into the performance of in-wheel motor (IWM) based electric vehicles (IWM-EV) in the longitudinal direction. The design of IWM-EV is an innovation of the conventional go-kart vehicle with slightly modifications in steering, suspension, and braking system, which then makes use three-phase permanent magnet synchronous in-wheel motor (PMSM-IWM) at both of the rear axle wheels. An extension of that is a simulation of IWM-EV vehicle using a 5-degree-of-freedom vehicle longitudinal model that has been developed by incorporating PMSM-IWM as a drive wheel located at the rear axles. Using the simulation, vehicle dynamic control in the longitudinal direction-based Proportional-Integral-Derivative (PID) controller has also been strategized. As the intention to confirm the capability of the IWM-EV, experimental studies-based real IWM-EV hardware have been conducted. Three dynamic tests that generalized from SAE standard SAE J866-199908, namely acceleration performance at the level pavement (include acceleration tests and acceleration then braking tests) and road gradient tests at constant speeds of 10, 15 and 20 km/h, were used as the testing method. The performance areas evaluated were vehicle body speed, wheel speed, distance travel experienced by the vehicle, IWMs current, drive torque as well as the battery voltage capacity used by the vehicle. The finding indicate that the simulation results and experimental data are similar with less than 5 % error. The outcomes from this study will be considered in the design optimization of a torque vectoring control in the next research study.
本文对轮毂电机驱动的电动汽车的纵向行驶性能进行了研究。IWM-EV的设计是对传统卡丁车的创新,在转向、悬挂和制动系统上进行了轻微的修改,然后在两个后轴车轮上使用三相永磁同步轮内电机(PMSM-IWM)。在此基础上,对IWM-EV车辆进行了扩展,使用了一个5自由度的车辆纵向模型,该模型是通过将PMSM-IWM作为位于后轴的驱动轮而开发的。通过仿真,提出了基于纵向的比例积分导数(PID)控制器的车辆动态控制策略。为了验证IWM-EV的性能,进行了基于实际IWM-EV硬件的实验研究。试验方法采用从SAE标准SAE J866-199908中推广而来的三个动态试验,即水平路面加速性能(包括加速度试验和先加速度后制动试验)和等速10、15和20 km/h下的路面坡度试验。评估的性能领域包括车身速度、车轮速度、车辆行驶距离、IWMs电流、驱动扭矩以及车辆使用的电池电压容量。结果表明,仿真结果与实验数据基本吻合,误差小于5%。本研究的结果将在下一步的研究中用于转矩矢量控制的设计优化。
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引用次数: 0
Reliability of Response-Controlled Stepped Sine Testing for Experimental Detection of Nonlinear Structure 响应控制阶跃正弦测试在非线性结构实验检测中的可靠性
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-09-26 DOI: 10.15282/ijame.20.3.2023.05.0819
M. A. Yunus, None A.R. Bahari, None M.N. Abdul Rani, None Z. Yahya, None M.A. Rahim
Nonlinear structural dynamic analysis is required for mechanical structures experiencing nonlinearity through large force-vibration response ranges. Nonlinearities can be caused by large vibration displacements, material properties, or joints. Experimental modal analysis for nonlinear detection is achieved using conventional force-controlled stepped sine testing. However, this approach often encounters premature jumps in frequency response curves before reaching actual resonance peaks. In recent years, response-controlled stepped sine testing (RCT) has been introduced to precisely quantify resonant peaks. This approach, however, has only been limitedly utilised to detect and analyse nonlinearity in jointed structures and structures experiencing large displacement. In this paper, the reliability of the RCT approach is assessed for detecting nonlinearity from different sources. The experimental setup involves placing two magnets on opposite sides of a plate's free end to induce localised nonlinearity through magnet attraction. A low force magnitude of random excitation is employed to identify the frequency range of the first vibration mode using an electromagnetic shaker. Subsequently, RCT is performed within this range to measure the nonlinear forced response. Frequency response functions are measured at ten different controlled displacement amplitudes at the driving point. The analysis observed a symmetry curve of response in the measured FRFs. The results indicate that nonlinear hardening is detected at structures with localised magnet attraction. In conclusion, the reliability of applying the RCT approach for detecting nonlinearity from magnet attraction is achieved due to the absence of a jump issue in FRFs.
在大的力振响应范围内经历非线性的机械结构,需要进行非线性结构动力分析。非线性可以由大的振动位移、材料特性或关节引起。非线性检测的实验模态分析采用传统的力控制阶跃正弦测试。然而,这种方法经常在达到实际共振峰之前遇到频率响应曲线的过早跳跃。近年来,响应控制阶跃正弦测试(RCT)被引入以精确量化谐振峰。然而,这种方法仅被有限地用于检测和分析节理结构和大位移结构的非线性。本文评估了RCT方法用于检测不同来源的非线性的可靠性。实验设置包括在一个板的自由端相对的两侧放置两个磁铁,通过磁铁吸引来诱导局部非线性。使用电磁激振器,采用低强度的随机激励力来识别第一振动模态的频率范围。随后,在此范围内进行RCT以测量非线性强迫响应。频率响应函数在驱动点的十个不同的控制位移幅值下测量。分析观察到在测量的频响响应的对称曲线。结果表明,在局部磁铁吸引下,结构发生了非线性硬化。综上所述,由于frf中没有跳跃问题,应用RCT方法检测磁体吸引力非线性的可靠性得以实现。
{"title":"Reliability of Response-Controlled Stepped Sine Testing for Experimental Detection of Nonlinear Structure","authors":"M. A. Yunus, None A.R. Bahari, None M.N. Abdul Rani, None Z. Yahya, None M.A. Rahim","doi":"10.15282/ijame.20.3.2023.05.0819","DOIUrl":"https://doi.org/10.15282/ijame.20.3.2023.05.0819","url":null,"abstract":"Nonlinear structural dynamic analysis is required for mechanical structures experiencing nonlinearity through large force-vibration response ranges. Nonlinearities can be caused by large vibration displacements, material properties, or joints. Experimental modal analysis for nonlinear detection is achieved using conventional force-controlled stepped sine testing. However, this approach often encounters premature jumps in frequency response curves before reaching actual resonance peaks. In recent years, response-controlled stepped sine testing (RCT) has been introduced to precisely quantify resonant peaks. This approach, however, has only been limitedly utilised to detect and analyse nonlinearity in jointed structures and structures experiencing large displacement. In this paper, the reliability of the RCT approach is assessed for detecting nonlinearity from different sources. The experimental setup involves placing two magnets on opposite sides of a plate's free end to induce localised nonlinearity through magnet attraction. A low force magnitude of random excitation is employed to identify the frequency range of the first vibration mode using an electromagnetic shaker. Subsequently, RCT is performed within this range to measure the nonlinear forced response. Frequency response functions are measured at ten different controlled displacement amplitudes at the driving point. The analysis observed a symmetry curve of response in the measured FRFs. The results indicate that nonlinear hardening is detected at structures with localised magnet attraction. In conclusion, the reliability of applying the RCT approach for detecting nonlinearity from magnet attraction is achieved due to the absence of a jump issue in FRFs.","PeriodicalId":13935,"journal":{"name":"International Journal of Automotive and Mechanical Engineering","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135721931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rollover Investigation of Two-Axle Heavy Vehicle Based on Load Transfer Ratio with Vehicle and Road Condition: A Simulation Approach 基于车辆和路况载荷传递比的双轴重型车辆侧翻研究:一种仿真方法
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-09-21 DOI: 10.15282/ijame.20.3.2023.06.0820
None Nurzaki Ikhsan, None A.A Saifizul, None R. Ramli
Commercial heavy vehicle is commonly used to transport goods and people efficiently and safely. A previous study has shown a number of gross vehicle weight (GVW) and speed violations recorded in selected areas in Malaysia, and two-axle single unit truck (SUT) is the most commercial heavy vehicle type that violated the weight and speed regulation. Moreover, accidents involving heavy vehicles result in severe traffic disruption and fatalities to other road users due to heavy vehicle size and capability to carry huge amounts of goods. Thus, the objective of this paper is to investigate the correlation and effect of the vehicle and road condition on the two-axle SUT rollover during cornering on the curved road using the simulation approach. The verified two-axle SUT model is simulated using IPG-TruckMaker® with different GVW, speed, and coefficient of friction values while the cornering radius, driver behaviour and load’s center of gravity remain constant. A correlation based on performance indices is established, and it is found that the heavy vehicle speed has a strong correlation to the lateral load transfer to cause a rollover followed by GVW and coefficient of friction, respectively.
商用重型车辆通常用于高效、安全地运输货物和人员。先前的一项研究显示,在马来西亚的选定地区记录了许多车辆总重量(GVW)和速度违规行为,而双轴单单元卡车(SUT)是违反重量和速度规定的最常见的商用重型车辆类型。此外,由于重型车辆的尺寸和运载大量货物的能力,涉及重型车辆的事故造成严重的交通中断和其他道路使用者的死亡。因此,本文的目的是利用仿真方法研究车辆和道路条件对弯曲道路转弯时双轴SUT侧翻的相关性和影响。在转弯半径、驾驶员行为和负载重心保持不变的情况下,使用IPG-TruckMaker®对具有不同GVW、速度和摩擦系数值的双轴SUT模型进行了仿真。建立了基于性能指标的相关关系,发现重型车辆的速度与横向载荷传递引起侧翻的相关性较强,其次是GVW和摩擦系数。
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引用次数: 0
Investigation on Thermophysical Properties of Multi-Walled Carbon Nanotubes Enhanced Salt Hydrate Phase Change Material 多壁碳纳米管增强盐水合物相变材料的热物理性质研究
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-09-20 DOI: 10.15282/ijame.20.3.2023.03.0817
None Reji Kumar Rajamony, Mahendran Samykano, None A.K. Pandey, None S. Ramesh Babu, None M.M. Noor, None D. Ramasamy, None Johnny Koh Siaw Paw, None Sendhil Kumar Natarajan
Thermal Energy Storage (TES) is a valuable tool for improving the energy efficiency of renewable energy conversion systems. One of the most effective methods for harnessing thermal energy from solar sources is through energy storage using phase change materials (PCMs). However, the thermal performance of PCMs is hindered by their low thermal conductivity. This research focuses on enhancing the thermal performance of salt hydrate PCM using multi-walled carbon nanotubes (MWCNTs) and surfactants. Through experimental investigations, a salt hydrate PCM with varying concentrations of MWCNTs (ranging from 0.1% to 0.9%) was prepared using a two-step technique and their thermophysical properties were thoroughly characterized. Various techniques such as field emission scanning electron microscope, thermal conductivity analyzer, ultraviolet-visible spectrum, thermogravimetric analyzer, and Fourier transform infrared spectroscopy were utilized to study the effect of surfactant on the nanocomposites and examine their morphology, thermal conductivity, optical properties, thermal stability, and chemical stability. The results indicated that the inclusion of MWCNTs with salt hydrate significantly improved the thermal conductivity by 68.09% at a concentration of 0.7 wt %, compared to pure salt hydrate. However, this enhancement in thermal performance was accompanied by a reduction in optical transmittance in the developed nanocomposite PCM. Additionally, the formulated nanocomposite demonstrated excellent thermal and chemical stability up to temperatures as high as 468 °C. As a result, this nanocomposite shows great promise as a potential candidate for solar TES applications, offering favourable characteristics for efficient energy storage from solar sources.
热能储存(TES)是提高可再生能源转换系统能源效率的重要工具。利用太阳能热能的最有效方法之一是利用相变材料(PCMs)进行能量存储。然而,PCMs的热性能受到其低导热系数的阻碍。本课题主要研究采用多壁碳纳米管(MWCNTs)和表面活性剂增强盐水合物PCM的热性能。通过实验研究,采用两步法制备了不同MWCNTs浓度(0.1%至0.9%)的盐水合物PCM,并对其热物理性质进行了全面表征。利用场发射扫描电镜、热导率分析仪、紫外可见光谱、热重分析仪和傅里叶变换红外光谱等技术研究了表面活性剂对纳米复合材料的影响,并对其形貌、热导率、光学性能、热稳定性和化学稳定性进行了研究。结果表明,与纯盐水合物相比,盐水合物包合MWCNTs在0.7 wt %的浓度下,导热系数显著提高68.09%。然而,在开发的纳米复合材料PCM中,这种热性能的增强伴随着光学透射率的降低。此外,配制的纳米复合材料在高达468°C的温度下表现出优异的热稳定性和化学稳定性。因此,这种纳米复合材料作为太阳能TES应用的潜在候选者显示出巨大的希望,为太阳能的高效储能提供了有利的特性。
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引用次数: 0
Dimensional Accuracy, Surface Roughness and Hardness Properties for Microplate Implants Manufacturing by EDM Die-Sinking Process 电火花加工微孔板植入物的尺寸精度、表面粗糙度和硬度特性
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-09-17 DOI: 10.15282/ijame.20.3.2023.04.0818
None Yani Kurniawan, None Dede Lia Zariatin, None Pratik Suko Pangarsono, None Bambang Cahyadi, None Bambang Sulaksono
The high cost of manufacturing microplate implants is a primary issue. This is because the production of microplate implants uses the micro-milling and wire-EDM process. Production costs can be reduced using one machining process, and die-sinking EDM is an alternative in the manufacturing of microplate implants. This paper investigates the capability of EDM die-sinking in manufacturing microplate implants. This paper also studies the reaction of electrode materials and pulse currents to the microplate’s dimensional accuracy, surface roughness and hardness. The process of EDM die-sinking uses electrodes of graphite and copper with pulse current variance of 6, 9, and 13 A. The experiment results indicate that the process of EDM die-sinking success in manufacturing microplates on commercially pure titanium sheets. Decreasing the pulse current can improve dimensional accuracy, smoothen surface roughness and minimize the hardness decrease of the microplate. These results are better using the copper electrode compare with the graphite electrode. The best quality of the microplate is at 93.3% dimensional accuracy, 5.28 µm surface roughness, and a 12% decrease in hardness. The best quality microplates was achieved by using copper electrodes with a 6 A pulse current.
制造微孔板植入物的高成本是一个主要问题。这是因为微板植入物的生产使用了微铣削和线切割工艺。使用一种加工工艺可以降低生产成本,而模切电火花加工是制造微孔板植入物的另一种选择。本文研究了电火花加工在微孔植入板制造中的性能。研究了电极材料和脉冲电流对微孔板尺寸精度、表面粗糙度和硬度的影响。电火花模切工艺采用脉冲电流变化为6、9、13 A的石墨电极和铜电极。实验结果表明,在纯钛板上采用电火花模切工艺制备微板是成功的。减小脉冲电流可以提高微孔板的尺寸精度、表面粗糙度和硬度的降低。与石墨电极相比,铜电极的效果更好。微孔板的最佳尺寸精度为93.3%,表面粗糙度为5.28µm,硬度降低12%。采用6 a脉冲电流的铜电极制备了质量最好的微孔板。
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引用次数: 0
Implementation of Evolutionary Algorithms to Parametric Identification of Gradient Flexible Plate Structure 梯度柔性板结构参数识别的进化算法实现
Q4 ENGINEERING, MECHANICAL Pub Date : 2023-09-09 DOI: 10.15282/ijame.20.3.2023.01.0815
Annisa Jamali, Muhammad Hasbollah Hassan, Lidyana Roslan, Muhamad Sukri Hadi
This paper focused on modelling of a gradient flexible plate system utilizing an evolutionary algorithm, namely particle swarm optimization (PSO) and cuckoo search (CS) algorithm. A square aluminium plate experimental rig with a gradient of 30° and all edges clamped were designed and fabricated to acquire input-output vibration data experimentally. This input-output data was then applied in a system identification method, which used an evolutionary algorithm with a linear autoregressive with exogenous (ARX) model structure to generate a dynamic model of the system. The obtained results were then compared with the conventional method that is recursive least square (RLS). The developed models were evaluated based on the lowest mean square error (MSE), within the 95% confidence level of both auto and cross-correlation tests as well as high stability in the pole-zero diagram. Investigation of results indicates that both evolutionary algorithms provide lower MSE than RLS. It is demonstrated that intelligence algorithms, PSO and CS outperformed the conventional algorithm by 85% and 89%, respectively. However, in terms of the overall assessment, model order 4 by the CS algorithm was selected to be the ideal model in representing the dynamic modelling of the system since it had the lowest MSE value, which fell inside the 95% confidence threshold, indicating unbiasedness and stability.
本文利用粒子群优化(PSO)和布谷鸟搜索(CS)算法对梯度柔性板系统进行了建模。设计并制作了梯度为30°、边缘全部夹紧的方形铝板实验台,用于实验获取输入-输出振动数据。然后将该输入输出数据应用于系统识别方法,该方法使用具有线性自回归外生(ARX)模型结构的进化算法来生成系统的动态模型。将所得结果与传统的递推最小二乘方法进行了比较。建立的模型基于最低均方误差(MSE)进行评估,在95%的置信水平内自动和相互相关检验以及极-零图中的高稳定性。研究结果表明,两种进化算法的MSE均低于RLS算法。结果表明,智能算法、粒子群算法和CS算法的性能分别比传统算法高85%和89%。然而,从整体评价来看,CS算法的模型阶4是代表系统动态建模的理想模型,因为它的MSE值最低,落在95%的置信阈值内,表明无偏性和稳定性。
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引用次数: 0
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