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Energy-Efficient Control of a Gas Turbine Power Generation System 燃气轮机发电系统的节能控制
Q2 Engineering Pub Date : 2023-07-03 DOI: 10.3390/designs7040085
Marwan Al-Shami, Omar Mohamed, Wejdan Abu Elhaija
Gas turbines are used in the energy sectors as propulsion and power generation technologies. Despite technological advances in power generation and the emergence of numerous energy resources, gas turbine technology remains important due to its flexibility in load demand following, dynamical behavior, and the ability to work on different fuels with minor design changes. However, there would be no ambitious progress for gas turbines without reliable modeling and simulation. This paper describes a novel approach for modeling, identifying, and controlling a running gas turbine power plant. A simplified nonlinear model structure composed of s-domain transfer functions and nonlinear blocks represented by rate limiters, saturations, and look-up tables has been proposed. The model parameters have been optimized to fit real-world data. The verified model was then used to design a multiple PI/PD control to regulate the gas turbine via the inlet guide vane and fuel vales. The aim is to raise and stabilize the compressor’s differential pressure or pressure ratio, as well as raise the set-point of the temperature exhausted from the combustion turbine; as a result, energy efficiency has been improved by an average of 237.16 MWh saving in energy (or 8.96% reduction in fuel consumption) for a load range of 120 MW to 240 MW.
燃气轮机在能源领域被用作推进和发电技术。尽管发电技术取得了进步,出现了许多能源资源,但燃气轮机技术仍然很重要,因为它在负荷需求跟踪、动态行为方面具有灵活性,并且能够在设计上进行微小更改的情况下工作于不同的燃料。然而,没有可靠的建模和仿真,燃气轮机就不会有雄心勃勃的进展。本文介绍了一种用于燃气轮机电厂运行建模、识别和控制的新方法。提出了一种简化的非线性模型结构,由s域传递函数和由速率限制器、饱和和查找表表示的非线性块组成。模型参数经过优化以适应实际数据。然后利用验证的模型设计了一个多PI/PD控制,通过进口导叶和燃料值来调节燃气轮机。其目的是提高和稳定压气机的压差或压比,以及提高燃烧涡轮排气温度的设定点;因此,在120兆瓦至240兆瓦的负荷范围内,能源效率平均提高了237.16兆瓦时的能源节约(或燃料消耗减少8.96%)。
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引用次数: 0
Binary Integer Formulations for Task Allocation and Optimal Labor Cost in Small and Medium Apparel Manufacturing 中小服装制造业任务分配与最优劳动力成本的二元整数公式
Q2 Engineering Pub Date : 2023-06-30 DOI: 10.3390/designs7040084
Vi Nguyen, Quyen Tran, Faisal Altarazi, Thanh Tran
In small apparel manufacturing, unit price determination is often based on production duration given by customers and design complexity rather than information relating to internal labor resources. However, labor expertise and skills are critical factors that outweigh the machinery and technology in small and medium apparel companies. The quality of the product greatly depends on the experience and delicacy of the tailors. Using data on labor skill and wage levels in the planning process will benefit human resource utilization, increasing productivity, and profits effectively. This paper proposes a general mathematical model for task allocation and cost optimization for small and medium apparel companies. The model handles task allocation and cost minimization problems that must ensure processing time requirements and balance workloads for operators. The developed model tests two case studies in a published paper. The results prove that although the proposed model is simple, it has high applicability and efficiency in solving allocation optimization problems. The authors then integrate the formulations into a Standalone desktop app in the MATLAB “App designer” module. With a standalone desktop app, end users can enjoy the application. This app has a user-friendly design. Users unfamiliar with computers or planners with no background in programming can use the app to tackle similar optimization problems. The proposed mathematical model can further expand to include more complex issues in apparel companies and can also be a good reference for other fields.
在小型服装制造中,单位价格的确定通常基于客户提供的生产时间和设计复杂性,而不是与内部劳动力资源相关的信息。然而,在中小服装企业中,劳动力专业知识和技能是比机器和技术更重要的因素。产品的质量在很大程度上取决于裁缝的经验和精细程度。在计划过程中使用有关劳动技能和工资水平的数据将有利于人力资源的利用,有效地提高生产率和利润。本文提出了中小服装企业任务分配与成本优化的通用数学模型。该模型处理任务分配和成本最小化问题,必须确保处理时间要求并平衡运营商的工作负载。开发的模型在一篇已发表的论文中测试了两个案例研究。结果表明,该模型虽然简单,但在求解分配优化问题上具有较高的适用性和效率。然后,作者将公式集成到MATLAB“应用程序设计器”模块中的独立桌面应用程序中。通过一个独立的桌面应用程序,最终用户可以享受应用程序。这个应用程序有一个用户友好的设计。不熟悉计算机的用户或没有编程背景的规划者可以使用该应用程序来解决类似的优化问题。所提出的数学模型可以进一步扩展到服装企业中更复杂的问题,也可以为其他领域提供很好的参考。
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引用次数: 0
Design for Additive Manufacturing: Recent Innovations and Future Directions 增材制造设计:最新创新和未来方向
Q2 Engineering Pub Date : 2023-06-29 DOI: 10.3390/designs7040083
P. Egan
Design for additive manufacturing (DfAM) provides a necessary framework for using novel additive manufacturing (AM) technologies for engineering innovations. Recent AM advances include shaping nickel-based superalloys for lightweight aerospace applications, reducing environmental impacts with large-scale concrete printing, and personalizing food and medical devices for improved health. Although many new capabilities are enabled by AM, design advances are necessary to ensure the technology reaches its full potential. Here, DfAM research is reviewed in the context of Fabrication, Generation, and Assessment phases that bridge the gap between AM capabilities and design innovations. Materials, processes, and constraints are considered during fabrication steps to understand AM capabilities for building systems with specified properties and functions. Design generation steps include conceptualization, configuration, and optimization to drive the creation of high-performance AM designs. Assessment steps are necessary for validating, testing, and modeling systems for future iterations and improvements. These phases provide context for discussing innovations in aerospace, automotives, construction, food, medicine, and robotics while highlighting future opportunities for design services, bio-inspired design, fabrication robots, and machine learning. Overall, DfAM has positively impacted diverse engineering applications, and further research has great potential for driving new developments in design innovation.
增材制造设计(DfAM)为使用新型增材制造(AM)技术进行工程创新提供了必要的框架。增材制造的最新进展包括:用于轻型航空航天应用的镍基高温合金成型,通过大规模混凝土打印减少对环境的影响,以及用于改善健康的个性化食品和医疗设备。虽然增材制造实现了许多新功能,但为了确保该技术充分发挥其潜力,设计上的进步是必要的。在这里,DfAM研究在制造、生成和评估阶段的背景下进行了回顾,这些阶段弥合了增材制造能力和设计创新之间的差距。材料、工艺和约束在制造过程中被考虑,以了解具有特定属性和功能的建筑系统的增材制造能力。设计生成步骤包括概念化、配置和优化,以驱动高性能AM设计的创建。评估步骤对于验证、测试和为将来的迭代和改进建模系统是必要的。这些阶段为讨论航空航天、汽车、建筑、食品、医药和机器人技术方面的创新提供了背景,同时强调了设计服务、仿生设计、制造机器人和机器学习的未来机会。总体而言,DfAM对各种工程应用产生了积极的影响,进一步的研究在推动设计创新方面具有巨大的潜力。
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引用次数: 3
Optimal Domain-Partitioning Algorithm for Real-Life Transportation Networks and Finite Element Meshes 现实交通网络的最优域划分算法及有限元网格
Q2 Engineering Pub Date : 2023-06-27 DOI: 10.3390/designs7040082
Jimesh Bhagatji, S. Asundi, Eric Thompson, D. T. Nguyen
For large-scale engineering problems, it has been generally accepted that domain-partitioning algorithms are highly desirable for general-purpose finite element analysis (FEA). This paper presents a heuristic numerical algorithm that can efficiently partition any transportation network (or any finite element mesh) into a specified number of subdomains (usually depending on the number of parallel processors available on a computer), which will result in “minimising the total number of system BOUNDARY nodes” (as a primary criterion) and achieve “balancing work loads” amongst the subdomains (as a secondary criterion). The proposed seven-step heuristic algorithm (with enhancement features) is based on engineering common sense and observation. This current work has the following novelty features: (i) complicated graph theories that are NOT needed and (ii) unified treatments of transportation networks (using line elements) and finite element (FE) meshes (using triangular, tetrahedral, and brick elements) that can be performed through transforming the original network (or FE mesh) into a pseudo-transportation network which only uses line elements. Several examples, including real-life transportation networks and finite element meshes (using triangular/brick/tetrahedral elements) are used (under MATLAB computer environments) to explain, validate and compare the proposed algorithm’s performance with the popular METIS software.
对于大规模工程问题,领域划分算法是通用有限元分析(FEA)的理想选择,这已被普遍接受。本文提出了一种启发式数值算法,该算法可以有效地将任何运输网络(或任何有限元网格)划分为指定数量的子域(通常取决于计算机上可用的并行处理器数量),这将导致“最小化系统边界节点总数”(作为主要标准)并在子域之间实现“平衡工作负载”(作为次要标准)。提出了一种基于工程常识和观察的七步启发式算法(具有增强特征)。目前的工作具有以下新颖性特点:(i)不需要复杂的图理论;(ii)可以通过将原始网络(或FE网格)转换为仅使用线元素的伪运输网络来实现运输网络(使用线元素)和有限元(FE)网格(使用三角形、四面体和砖元素)的统一处理。几个例子,包括现实生活中的交通网络和有限元网格(使用三角形/砖/四面体单元)被使用(在MATLAB计算机环境下)来解释,验证和比较所提出的算法与流行的METIS软件的性能。
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引用次数: 0
Gradient-Based Trade-Off Design for Engineering Applications 基于梯度的工程应用权衡设计
Q2 Engineering Pub Date : 2023-06-24 DOI: 10.25777/TVJN-TZ84
Lena Alexis Royster
The goal of the trade-off design method presented in this study is to achieve newly targeted performance requirements by modifying the current values of the design variables. The trade-off design problem is formulated in the framework of Sequential Quadratic Programming. The method is computationally efficient as it is gradient-based, which, however, requires the performance functions to be differentiable. A new equation to calculate the scale factor to control the size of the design variables is introduced in this study, which can ensure the new design achieves the targeted performance objective. Three formal approaches are developed in this study for trade-off design to handle various design scenarios, which include one that can handle cases with linearly dependent constraints and with more constraints than the number of design variables. Three engineering design problems are presented as examples to validate and demonstrate the use of these trade-off approaches to find the best way to adjust the design variables to meet the revised performance requirements.
本研究中提出的权衡设计方法的目标是通过修改设计变量的当前值来实现新的目标性能要求。权衡设计问题是在顺序二次规划的框架下提出的。该方法在计算上是有效的,因为它是基于梯度的,然而,这需要性能函数是可微的。本研究引入了一个新的方程来计算比例因子,以控制设计变量的大小,从而确保新设计达到目标性能目标。本研究开发了三种形式化的权衡设计方法来处理各种设计场景,其中包括一种可以处理具有线性相关约束和约束多于设计变量数量的情况。以三个工程设计问题为例,验证和演示了这些权衡方法的使用,以找到调整设计变量以满足修改后的性能要求的最佳方法。
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引用次数: 0
Gradient-Based Trade-Off Design for Engineering Applications 基于梯度的工程应用权衡设计
Q2 Engineering Pub Date : 2023-06-24 DOI: 10.3390/designs7040081
Lena A. Royster, Gene Hou
The goal of the trade-off design method presented in this study is to achieve newly targeted performance requirements by modifying the current values of the design variables. The trade-off design problem is formulated in the framework of Sequential Quadratic Programming. The method is computationally efficient as it is gradient-based, which, however, requires the performance functions to be differentiable. A new equation to calculate the scale factor to control the size of the design variables is introduced in this study, which can ensure the new design achieves the targeted performance objective. Three formal approaches are developed in this study for trade-off design to handle various design scenarios, which include one that can handle cases with linearly dependent constraints and with more constraints than the number of design variables. Three engineering design problems are presented as examples to validate and demonstrate the use of these trade-off approaches to find the best way to adjust the design variables to meet the revised performance requirements.
本研究中提出的权衡设计方法的目标是通过修改设计变量的当前值来达到新的目标性能要求。在顺序二次规划的框架下提出了权衡设计问题。该方法是基于梯度的,计算效率高,但要求性能函数是可微的。本文引入了一种新的计算比例因子的公式来控制设计变量的大小,从而保证新设计达到预定的性能目标。本研究为权衡设计开发了三种正式方法来处理各种设计场景,其中包括一种可以处理具有线性相关约束和约束多于设计变量数量的情况的方法。本文以三个工程设计问题为例,验证和演示了这些权衡方法的使用,以找到调整设计变量以满足修订后的性能要求的最佳方法。
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引用次数: 0
A Structural and Thermal Comparative Review of 3D-Printed Wall Shapes 3d打印墙体形状的结构和热比较综述
Q2 Engineering Pub Date : 2023-06-19 DOI: 10.3390/designs7030080
Nicholas D. Bello, A. Memari
This article explores several aspects of the three-dimensional concrete printing (3DCP) industry. More specifically, it begins with a literature review discussing the background of this technology. This literature review also explores several of the challenges that the industry is currently facing. In this way, a knowledge gap is identified. More specifically, there are few studies that have explored the structural and thermal performance of typical walls printed in this industry. Therefore, we used the simulation tool in SolidWorks to examine the structural behavior of several different wall types when pressure was applied to the exterior face. In addition to this, the thermal performance of different wall types was also studied in SolidWorks by applying a temperature difference between the exterior and interior faces of each wall. For example, one wall shape in this study had minimum factor of safety of approximately 100 due when a load was applied, and the same wall lost approximately 212 W due to the temperature difference applied in this study. Finally, SolidWorks was used to calculate the moment of inertia of the cross sections of several of these walls, which helped to provide a better understanding of each wall’s structural rigidity.
本文探讨了三维混凝土打印(3DCP)行业的几个方面。更具体地说,首先是文献综述,讨论该技术的背景。这篇文献综述还探讨了该行业目前面临的几个挑战。通过这种方式,可以识别出知识差距。更具体地说,很少有研究探讨了该行业印刷的典型墙壁的结构和热性能。因此,我们使用SolidWorks中的模拟工具来检查几种不同墙壁类型在外表面施加压力时的结构行为。除此之外,SolidWorks还通过应用每个墙的内外表面之间的温差来研究不同类型墙壁的热性能。例如,本研究中的一种墙体形状在施加载荷时的最小安全系数约为100,而由于本研究中施加的温差,同一墙体损失了约212 W。最后,SolidWorks用于计算这些墙的横截面的转动惯量,这有助于更好地了解每个墙的结构刚度。
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引用次数: 0
Performance Explorations of a PMS Motor Drive Using an ANN-Based MPPT Controller for Solar-Battery Powered Electric Vehicles 基于人工神经网络的太阳能电池电动汽车PMS电机驱动性能研究
Q2 Engineering Pub Date : 2023-06-16 DOI: 10.3390/designs7030079
Anjuru Viswa Teja, W. Razia Sultana, S. Salkuti
Solar energy can function as a supplementary power supply for other renewable energy sources. On average, Vellore region experiences approximately six hours of daily sunshine throughout the year. Solar photovoltaic (PV) modules are necessary to monitor and fulfill the energy requirements of a given day. An artificial neural network (ANN) based maximum power point tracking (MPPT) controller is utilised to regulate the solar photovoltaic (PV) array and enhance its output. The utilisation of this controller can enhance the efficiency of the module even in severe circumstances, where reduced current and torque ripples will be observed on the opposite end. The motorised vehicle has the capability to function at its highest torque level in different load scenarios as a result. The proposed method is expected to provide advantages in various electric vehicle (EV) applications that require consistent velocity and optimal torque to satisfy the load conditions. The study employs a solar battery that is linked to an SVPWM inverter and subsequently a DC-DC boost converter to supply power to the load. An Artificial Neural Network (ANN) based Maximum Power Point Tracking (MPPT) control system is proposed for a solar battery powered Electric Vehicle (EV) and the system’s performance is evaluated by collecting and analysing data under adjustable load conditions to obtain constant parameters such as speed and torque. The MATLAB® Simulink® model was utilised for this purpose.
太阳能可以作为其他可再生能源的补充电源。Vellore地区一年中平均每天的日照时间约为6小时。太阳能光伏(PV)模块是监测和满足给定一天的能源需求所必需的。利用基于人工神经网络(ANN)的最大功率点跟踪(MPPT)控制器来调节太阳能光伏(PV)阵列并提高其输出。即使在严重的情况下,该控制器的使用也可以提高模块的效率,在这种情况下,将在另一端观察到减小的电流和扭矩波纹。因此,机动车辆具有在不同负载情况下以其最高扭矩水平工作的能力。所提出的方法有望在各种电动汽车(EV)应用中提供优势,这些应用需要一致的速度和最佳扭矩来满足负载条件。该研究使用了一个太阳能电池,该电池连接到SVPWM逆变器,随后连接到DC-DC升压转换器,为负载供电。针对太阳能电池驱动的电动汽车,提出了一种基于人工神经网络的最大功率点跟踪控制系统,并通过收集和分析可调负载条件下的数据来评估系统的性能,以获得恒定的速度和扭矩等参数。为此,使用了MATLAB®Simulink®模型。
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引用次数: 3
Innovative Pultruded Composite Mast Design for Railway Overhead Line Structures 铁路架空线结构的新型拉挤复合桅杆设计
Q2 Engineering Pub Date : 2023-06-16 DOI: 10.3390/designs7030077
M. Grasso, M. Robinson, Brace Chaffey, P. Mortimer, J. Brighton
The structural feasibility of using a pultrusion of carbon-fibre-reinforced polymers (CFRP) for the lightweight design of a mast for overhead line railway electrification was investigated and simulated. Material characterisation was undertaken using three-point bending and finite element analysis to identify the orthotropic properties of the pultruded tubes designed for a composite mast for overhead electrification. An innovative design of the mast was proposed and verified using a simulation that compared the deflection and stress levels under wind and inertial load. From the simulation results, it was concluded that the proposed composite structure design complies with the mechanical performance requirements for its implementation and benefits the application with a weight reduction of more than 80% with respect to the current steel mast design.
对采用碳纤维增强聚合物(CFRP)拉挤材料进行高架线铁路电气化桅杆轻量化设计的结构可行性进行了研究和仿真。使用三点弯曲和有限元分析进行材料表征,以确定用于架空电气化复合桅杆的拉挤管的正交异性特性。提出了一种创新的桅杆设计,并通过比较风荷载和惯性荷载下的挠度和应力水平的仿真来验证。仿真结果表明,所提出的复合结构设计符合实施的力学性能要求,与现有钢桅杆设计相比,重量减轻80%以上,有利于应用。
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引用次数: 0
Electricity Pricing and Its Role in Modern Smart Energy System Design: A Review 电价及其在现代智能能源系统设计中的作用
Q2 Engineering Pub Date : 2023-06-16 DOI: 10.3390/designs7030076
Jiaqi Liu, Hongji Hu, S. Yu, Hieu Trinh
Energy is the foundation for human survival and socio-economic development, and electricity is a key form of energy. Electricity prices are a key factor affecting the interests of various stakeholders in the electricity market, playing a significant role in the sustainable development of energy and the environment. As the number of distributed energy resources (DERs) increases, today’s power systems no longer rely on a vertical market model and fixed electricity pricing scheme but instead depend on power dispatch and dynamic pricing to match supply and demand. This can help prevent significant fluctuations in supply–load imbalance and maintain system stability. Modern power grids have evolved by integrating information, communication, and intelligent control technologies with traditional power systems, giving rise to the concept of smart electric grids. Choosing an appropriate pricing scheme to manage large-scale DERs and controllable loads in today’s power grid become very important. However, the existing literature lacks a comprehensive review of electricity pricing in power systems and its transformative impact on shaping the energy landscape. To fill this void, this paper provides a survey on the developments, methods, and frameworks related to electricity pricing and energy trading. The review mainly considers the development of pricing in a centralized power grid, peer-to-peer (P2P) and microgrid-to-microgrid (M2M) energy trading and sharing, and various pricing methods. The review will cover the pricing schemes in modern power systems, particularly with respect to renewable energy sources (RESs) and batteries, as well as controllable load applications, and the impact of pricing schemes based on demand-side ancillary services (DSAS) for grid frequency support. Lastly, this review article describes the current frameworks and limitations of electricity pricing in the current energy market, as well as future research directions. This review should offer a great overview and deep insights into today’s electricity market and how pricing methods will drive and facilitate the future establishment of smart energy systems.
能源是人类生存和社会经济发展的基础,电力是一种重要的能源形式。电价是影响电力市场各利益相关者利益的关键因素,在能源和环境的可持续发展中发挥着重要作用。随着分布式能源(DER)数量的增加,当今的电力系统不再依赖垂直市场模型和固定电价方案,而是依赖电力调度和动态定价来匹配供需。这有助于防止供应-负载失衡的显著波动,并保持系统稳定性。现代电网是通过将信息、通信和智能控制技术与传统电力系统相结合而发展起来的,从而产生了智能电网的概念。选择合适的定价方案来管理当今电网中的大规模DER和可控负载变得非常重要。然而,现有文献缺乏对电力系统电价及其对塑造能源格局的变革影响的全面综述。为了填补这一空白,本文对电价和能源交易的发展、方法和框架进行了调查。综述主要考虑集中式电网中定价的发展、对等(P2P)和微电网到微电网(M2M)的能源交易和共享,以及各种定价方法。该审查将涵盖现代电力系统的定价方案,特别是可再生能源和电池的定价方案以及可控负载应用,以及基于需求侧辅助服务(DSAS)的定价方案对电网频率支持的影响。最后,本文介绍了当前能源市场电价的框架和局限性,以及未来的研究方向。这篇综述应该对当今的电力市场以及定价方法将如何推动和促进未来智能能源系统的建立提供一个很好的概述和深刻的见解。
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引用次数: 2
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