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Improving Circular Path Control Using Extended State Observers for an Industrial Overhead Crane
Pub Date : 2025-02-25 DOI: 10.1002/adc2.70004
Nattapong Suksabai, Ittichote Chuckpaiwong

In industrial overhead cranes, inverters and motors are used to control motor position, velocity, and acceleration. However, higher-order derivatives depend on load characteristics, leading to inconsistent jerk profiles and deviations in circular path. Payload sway further contributes to path deviation, and although sway suppression techniques are beneficial, they extend the transient response time. This paper proposes a position feedback control technique based on extended state observers to compensate for the higher-order dynamics, and address uncertainties in the driven unit through disturbance rejection. A command smoother is analyzed to provide an equation used for path deviation prediction. The trapezoidal trajectory, expressed as a function of sine and cosine, is analyzed to use in this circular path study. A command smoother with feedforward control, is used to mitigate payload sway, demonstrating advantages over existing techniques by enabling smoother and faster motion. Several experiments were conducted on an industrial-grade overhead crane to evaluate the effects of different high-order dynamics and the effect from utilizing the sway suppression technique. The extended state observers parametrically compensate for the high-order dynamics of the trolley, resulting in better path deviation. With the proposed controller, the percent overshoot was measured as 2.1%, compared to 16.8% without the controller. The equation used to predict path deviation in circular paths is proposed. In conclusion, the use of extended state observers significantly improves circular path deviation in overhead crane applications. The proposed equation highlights the tradeoff between path deviation and rapid motion in curved paths.

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引用次数: 0
Fault-Tolerant Control of BLDC Motors: Fault-Tolerant Control Methodology for Hall-Effect Sensor Fault Detection and Energy Efficiency Optimization
Pub Date : 2025-02-23 DOI: 10.1002/adc2.70002
Asad Ullah, Hu Hongfei, Yimei Xu, Amna Khatoon, Ishfaq Ahmad

Electrical motors' effectiveness, optimization, and dependability have led to significant developments in the industrial revolution. Rotor commutation is essential for smooth operation and is done by energizing the proper rotor. The study introduces an innovative methodology for fault-tolerant control of Hall-Effect sensors governing brushless direct current (BLDC) motors. The implemented result validates the substantial saving of energy. The implementation here is unique and effective because the BLDC motor will be operated even if there is a fault in the Hall-Effect sensor. It will run smoothly and efficiently unless the two sensor failures are detected. This method addresses situations where the signal from a Hall Effect sensor stays consistently low or high for short periods. This developed system is mature enough to handle the subsystem when the data from the sensor detects faults, identifies faulty signals, and creates a replacement signal. The proposed research work uses MATLAB Simulink and the TI-DSP (TMS320F2812) KIT to show the high-speed simulation. The simulation results were validated through different motor speeds from 3500 to 2000 rpm. Drawbacks like cost and reliability have been overcome in the implemented research work. In the implemented research work, the simulation outcome shows approximately 10% better results in generating more torque than the existing methods using sinusoidal windings.

{"title":"Fault-Tolerant Control of BLDC Motors: Fault-Tolerant Control Methodology for Hall-Effect Sensor Fault Detection and Energy Efficiency Optimization","authors":"Asad Ullah,&nbsp;Hu Hongfei,&nbsp;Yimei Xu,&nbsp;Amna Khatoon,&nbsp;Ishfaq Ahmad","doi":"10.1002/adc2.70002","DOIUrl":"https://doi.org/10.1002/adc2.70002","url":null,"abstract":"<div>\u0000 \u0000 <p>Electrical motors' effectiveness, optimization, and dependability have led to significant developments in the industrial revolution. Rotor commutation is essential for smooth operation and is done by energizing the proper rotor. The study introduces an innovative methodology for fault-tolerant control of Hall-Effect sensors governing brushless direct current (BLDC) motors. The implemented result validates the substantial saving of energy. The implementation here is unique and effective because the BLDC motor will be operated even if there is a fault in the Hall-Effect sensor. It will run smoothly and efficiently unless the two sensor failures are detected. This method addresses situations where the signal from a Hall Effect sensor stays consistently low or high for short periods. This developed system is mature enough to handle the subsystem when the data from the sensor detects faults, identifies faulty signals, and creates a replacement signal. The proposed research work uses MATLAB Simulink and the TI-DSP (TMS320F2812) KIT to show the high-speed simulation. The simulation results were validated through different motor speeds from 3500 to 2000 rpm. Drawbacks like cost and reliability have been overcome in the implemented research work. In the implemented research work, the simulation outcome shows approximately 10% better results in generating more torque than the existing methods using sinusoidal windings.</p>\u0000 </div>","PeriodicalId":100030,"journal":{"name":"Advanced Control for Applications","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adc2.70002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143475333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Designing a Filtered Proportional–Integral–Derivative Controller With Disturbance Rejection for a Nonideal Buck Converter Utilizing an Upgraded Genetic Algorithm and Pattern Search
Pub Date : 2025-02-11 DOI: 10.1002/adc2.70001
Cihan Ersali, Baran Hekimoğlu, Musa Yilmaz

This research introduces an enhanced metaheuristic algorithm named GAPS, a combination of the genetic algorithm (GA) with tournament selection (TS) and the pattern search (PS) algorithm. The primary objective is improving GA's capacity for exploring and exploiting potential solutions. The proposed algorithm optimizes a Nonideal buck converter's output voltage controlled by a proportional–integral–derivative (PID) controller with an added low-pass filter (PID-N-F). The algorithm is carefully designed, incorporating a strategically imposed crossover frequency constraint to counteract signal noise at higher frequencies. This approach ensures robust performance in the presence of various disturbances. The algorithm's effectiveness is evaluated using statistical box plots and by comparing convergence rates with the standard GA method. It is also compared how the GAPS-optimized PID-N-F controller performs in the buck converter relative to the standard GA approach and classical pole placement (PP) method. The comprehensive evaluation covers robustness analysis, frequency and transient responses, load and input voltage variation as disturbance rejection. The results indicate that the GAPS-based system performs better than the GA- and PP-based systems in various aspects. These findings affirm the GAPS-based system's superior stability, efficiency, and robustness relative to the GA- and PP-based alternatives.

{"title":"Designing a Filtered Proportional–Integral–Derivative Controller With Disturbance Rejection for a Nonideal Buck Converter Utilizing an Upgraded Genetic Algorithm and Pattern Search","authors":"Cihan Ersali,&nbsp;Baran Hekimoğlu,&nbsp;Musa Yilmaz","doi":"10.1002/adc2.70001","DOIUrl":"https://doi.org/10.1002/adc2.70001","url":null,"abstract":"<p>This research introduces an enhanced metaheuristic algorithm named GAPS, a combination of the genetic algorithm (GA) with tournament selection (TS) and the pattern search (PS) algorithm. The primary objective is improving GA's capacity for exploring and exploiting potential solutions. The proposed algorithm optimizes a Nonideal buck converter's output voltage controlled by a proportional–integral–derivative (PID) controller with an added low-pass filter (PID-N-F). The algorithm is carefully designed, incorporating a strategically imposed crossover frequency constraint to counteract signal noise at higher frequencies. This approach ensures robust performance in the presence of various disturbances. The algorithm's effectiveness is evaluated using statistical box plots and by comparing convergence rates with the standard GA method. It is also compared how the GAPS-optimized PID-N-F controller performs in the buck converter relative to the standard GA approach and classical pole placement (PP) method. The comprehensive evaluation covers robustness analysis, frequency and transient responses, load and input voltage variation as disturbance rejection. The results indicate that the GAPS-based system performs better than the GA- and PP-based systems in various aspects. These findings affirm the GAPS-based system's superior stability, efficiency, and robustness relative to the GA- and PP-based alternatives.</p>","PeriodicalId":100030,"journal":{"name":"Advanced Control for Applications","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adc2.70001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143389011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nonlinear Optimal Control of an H-Type Gantry Crane Driven by Dual PMLSMs
Pub Date : 2025-02-03 DOI: 10.1002/adc2.70000
G. Rigatos, M. Abbaszadeh, P. Siano, J. Pomares, M. AL-Numay

Gantry cranes of the H-type with dual electric-motor actuation are widely used in industry. In this article, the control problem of an H-type gantry crane which is driven by a pair of linear permanent magnet synchronous motors (dual PMLSMs) is considered. The integrated system that comprises the H-type gantry crane and its two LPMSMs is proven to be differentially flat. The control problem for this robotic system is solved with the use of a nonlinear optimal control method. To apply the nonlinear optimal control method, the dynamic model of the H-type gantry crane with dual LPMSM undergoes approximate linearization at each sampling instant with the use of first-order Taylor series expansion and through the computation of the associated Jacobian matrices. The linearization point is defined by the present value of the system's state vector and by the last sampled value of the control inputs vector. To compute the feedback gains of the optimal controller an algebraic Riccati equation is repetitively solved at each time-step of the control algorithm. The global stability properties of the nonlinear optimal control method are proven through Lyapunov analysis. The proposed control scheme achieves stabilization of the H-type gantry crane with dual LPMSMs without the need of diffeomorphisms and complicated state-space model transformations.

{"title":"Nonlinear Optimal Control of an H-Type Gantry Crane Driven by Dual PMLSMs","authors":"G. Rigatos,&nbsp;M. Abbaszadeh,&nbsp;P. Siano,&nbsp;J. Pomares,&nbsp;M. AL-Numay","doi":"10.1002/adc2.70000","DOIUrl":"https://doi.org/10.1002/adc2.70000","url":null,"abstract":"<div>\u0000 \u0000 <p>Gantry cranes of the H-type with dual electric-motor actuation are widely used in industry. In this article, the control problem of an H-type gantry crane which is driven by a pair of linear permanent magnet synchronous motors (dual PMLSMs) is considered. The integrated system that comprises the H-type gantry crane and its two LPMSMs is proven to be differentially flat. The control problem for this robotic system is solved with the use of a nonlinear optimal control method. To apply the nonlinear optimal control method, the dynamic model of the H-type gantry crane with dual LPMSM undergoes approximate linearization at each sampling instant with the use of first-order Taylor series expansion and through the computation of the associated Jacobian matrices. The linearization point is defined by the present value of the system's state vector and by the last sampled value of the control inputs vector. To compute the feedback gains of the optimal controller an algebraic Riccati equation is repetitively solved at each time-step of the control algorithm. The global stability properties of the nonlinear optimal control method are proven through Lyapunov analysis. The proposed control scheme achieves stabilization of the H-type gantry crane with dual LPMSMs without the need of diffeomorphisms and complicated state-space model transformations.</p>\u0000 </div>","PeriodicalId":100030,"journal":{"name":"Advanced Control for Applications","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adc2.70000","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143111243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of a Model Predictive Controlled Single-Stage Boost Assisted High Frequency Inverter for Wireless EV Charging System
Pub Date : 2025-01-29 DOI: 10.1002/adc2.241
R. Venugopal, C. Balaji

This article proposes a new Wireless EV charging system with a single stage boost assisted flyback (SSBAFB) inverter. Also, this presents Model predictive (MP) control for the proposed system. The key merits of the proposed SSBAFB inverter are better efficiency (boost stage optimizes the energy transfer), cost-effectiveness, possibility of integrating with renewable sources. The significant features of MP control are predictive performance, better dynamic response, multi-objective control, robustness, and many more. In the literature, two MP controls were employed, one on the transmitter side and the other on the receiver side for controlling efficiency and load regulation respectively. The proposed MP-controlled SSBAFB inverter-based WPT system utilizes single MP control, which can attend to both load regulation and efficiency enhancement. To validate the performance of the proposed WPT system, a 3.3 kW laboratory model has been developed. The steady-state and dynamic performance of the proposed system under closed-loop control exhibits better performance. The comparison of the proposed converter with possible converter topologies shows that the proposed converter stands out in producing high efficiency. A comparative study of the proposed MP controller with other conventional controls proves that the proposed MP controller offers better steady-state stability and fast dynamic responses.

{"title":"Design of a Model Predictive Controlled Single-Stage Boost Assisted High Frequency Inverter for Wireless EV Charging System","authors":"R. Venugopal,&nbsp;C. Balaji","doi":"10.1002/adc2.241","DOIUrl":"https://doi.org/10.1002/adc2.241","url":null,"abstract":"<div>\u0000 \u0000 <p>This article proposes a new Wireless EV charging system with a single stage boost assisted flyback (SSBAFB) inverter. Also, this presents Model predictive (MP) control for the proposed system. The key merits of the proposed SSBAFB inverter are better efficiency (boost stage optimizes the energy transfer), cost-effectiveness, possibility of integrating with renewable sources. The significant features of MP control are predictive performance, better dynamic response, multi-objective control, robustness, and many more. In the literature, two MP controls were employed, one on the transmitter side and the other on the receiver side for controlling efficiency and load regulation respectively. The proposed MP-controlled SSBAFB inverter-based WPT system utilizes single MP control, which can attend to both load regulation and efficiency enhancement. To validate the performance of the proposed WPT system, a 3.3 kW laboratory model has been developed. The steady-state and dynamic performance of the proposed system under closed-loop control exhibits better performance. The comparison of the proposed converter with possible converter topologies shows that the proposed converter stands out in producing high efficiency. A comparative study of the proposed MP controller with other conventional controls proves that the proposed MP controller offers better steady-state stability and fast dynamic responses.</p>\u0000 </div>","PeriodicalId":100030,"journal":{"name":"Advanced Control for Applications","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adc2.241","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143120697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Control of Torque Ripple and Rotor Position for SRM (8/6-4 Phases) Using an Optimization-Based Model Predictive Torque Control
Pub Date : 2025-01-21 DOI: 10.1002/adc2.242
Jayshree Dasharath Pawar, Mangesh D. Nikose

Most electric cars and wind turbines employ switched reluctance motors (SRM), but it has some disadvantages, namely high torque ripple because of its power supply mode and multiphase communication. Model predictive torque control (MPTC) with sailfish optimization (SFO) method is proposed to reduce torque ripple of SRM using torque sharing function (TSF). To develop an efficient torque ripple algorithm, the flux-linkage characteristic curves are first acquired at protected rotor trial and create an accurate SRM model. It predicts future operation for drive system in SRM architecture. Second, the SFO algorithm is employed to enhance TSF parameters also to minimize the torque value of SRM. Then, the TSF-based MPTC method is developed to avoid problem like conversion of frequency produced by controller. Finally, atom search optimization (ASO) is used to adjust sensor for correct rotor position of the SRM. To verify the performance of the proposed method, MPTC-SFO is compared with direct instantaneous torque control (DITC) method. Proposed MPTC-SFO method attained more efficient result of 12.79% reduced torque ripple than DITC.

{"title":"Control of Torque Ripple and Rotor Position for SRM (8/6-4 Phases) Using an Optimization-Based Model Predictive Torque Control","authors":"Jayshree Dasharath Pawar,&nbsp;Mangesh D. Nikose","doi":"10.1002/adc2.242","DOIUrl":"https://doi.org/10.1002/adc2.242","url":null,"abstract":"<div>\u0000 \u0000 <p>Most electric cars and wind turbines employ switched reluctance motors (SRM), but it has some disadvantages, namely high torque ripple because of its power supply mode and multiphase communication. Model predictive torque control (MPTC) with sailfish optimization (SFO) method is proposed to reduce torque ripple of SRM using torque sharing function (TSF). To develop an efficient torque ripple algorithm, the flux-linkage characteristic curves are first acquired at protected rotor trial and create an accurate SRM model. It predicts future operation for drive system in SRM architecture. Second, the SFO algorithm is employed to enhance TSF parameters also to minimize the torque value of SRM. Then, the TSF-based MPTC method is developed to avoid problem like conversion of frequency produced by controller. Finally, atom search optimization (ASO) is used to adjust sensor for correct rotor position of the SRM. To verify the performance of the proposed method, MPTC-SFO is compared with direct instantaneous torque control (DITC) method. Proposed MPTC-SFO method attained more efficient result of 12.79% reduced torque ripple than DITC.</p>\u0000 </div>","PeriodicalId":100030,"journal":{"name":"Advanced Control for Applications","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adc2.242","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143117744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling of a Continuous Stirred Tank Reactor and Controller Design Using LMI Approaches
Pub Date : 2025-01-07 DOI: 10.1002/adc2.240
Carlos A. Cappelletti, Hugo A. Pipino, Emanuel Bernardi, Eduardo J. Adam

The design of non-linear control systems remains a challenge today, therefore through this work a procedure to obtain a vertex-reduced multi-model representation, without loss of convexity, is proposed as a suitable solution. That is, a novel approach which considers all parameter variations around the Continuous Stirred Tank Reactor (CSTR) system operating region is developed, resulting in a unique polytopic representation. After that, based on the linear matrix inequalities approach, a control scheme is developed to compute the optimal matrix gains, while the operating, states and inputs, constraints are satisfied and the stability conditions are ensured. Finally, the realistic simulation results highlight the model representation effectiveness in capturing the CSTR dynamic behavior in the operating region, despite parameter variations, allowing the optimal control law design, overcoming the non-linear system nature, to achieve the desired closed-loop system performance.

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引用次数: 0
Hybrid Energy Systems: Synergy Margin and Control Co-Design 混合能源系统:协同余量与控制协同设计
Pub Date : 2024-11-21 DOI: 10.1002/adc2.238
Mario Garcia-Sanz

Extraordinary properties emerge from subsystems' interactions. Hybrid energy systems (HESs) are a promising concept that could change the renewable energy landscape. By co-designing generation, storage, and conversion technologies, HESs can provide new electrical power services, increase grid stability and control authority, and generate energy and/or nonenergy products such as electricity, hydrogen, ammonia, heat, digital data, or fresh water. This article discusses some conditions the co-design of HESs should follow to optimize the combined system (synergy), avoiding deterioration (dysfunction). It introduces some technoeconomic synergy conditions, develops a synergy margin, and analyses several case studies, exploring also the control co-design methodology to optimize synergistically the hybrid system.

子系统的相互作用产生了非凡的特性。混合能源系统(HESs)是一个很有前途的概念,可以改变可再生能源的格局。通过共同设计发电、存储和转换技术,HESs可以提供新的电力服务,提高电网稳定性和控制权限,并产生能源和/或非能源产品,如电力、氢气、氨、热能、数字数据或淡水。本文讨论了HESs协同设计应遵循的一些条件,以优化组合系统(协同),避免恶化(功能障碍)。介绍了一些技术经济协同条件,建立了协同余量,并对几个案例进行了分析,探讨了控制协同设计方法以优化混合动力系统的协同优化。
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引用次数: 0
Research on Measurement Algorithm of Thermocouple Time Constant Under Multiple Incentive Experimental Conditions 多激励实验条件下热电偶时间常数测量算法研究
Pub Date : 2024-11-20 DOI: 10.1002/adc2.239
Yunhong Liu, Xianming Liu, Yuanrong Zhao, Chongwen Wang, Fang Ge

The time constant is often an important indicator parameter to evaluate the response speed of thermocouples. However, in practical applications, the output signal suffers from interference and deformation due to the excitation signal not satisfying the desired step size, data transmission delay, and the effect of mechanical vibrations, which do not match the output response of the system of the same order. In addition, the measurement results are not reproducible due to the subjective influence of the manual measurement method. In this paper, we propose a method to compute the time constant. The output signal is modified by filtering and fitting to enable the automatic calculation of the time constant, and the parameters of the algorithm are discussed. We developed a thermocouple time constant measurement device using a water bath and laser excitation conditions, obtaining response signals from thermocouples with different wire diameters and laser powers. The results demonstrate the effectiveness of the proposed time constant calculation methods in accurately capturing the changing trend of thermocouples with different wire diameters and laser powers. These methods successfully meet the requirements for processing the dynamic response signals of thermocouples under various excitation conditions.

时间常数通常是评估热电偶响应速度的重要指标参数。然而,在实际应用中,由于激励信号不能满足所需的步长、数据传输延迟以及机械振动的影响,导致输出信号受到干扰和变形,与同阶系统的输出响应不匹配。此外,由于人工测量方法的主观影响,测量结果不具有可重复性。在本文中,我们提出了一种计算时间常数的方法。通过滤波和拟合修改输出信号,实现时间常数的自动计算,并对算法参数进行了讨论。我们利用水浴和激光激励条件开发了热电偶时间常数测量装置,从不同线径和激光功率的热电偶中获取响应信号。结果表明,所提出的时间常数计算方法能有效准确地捕捉不同线径和激光功率的热电偶的变化趋势。这些方法成功地满足了在各种激励条件下处理热电偶动态响应信号的要求。
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引用次数: 0
A Novel Enhanced Fire Hawks Optimization Approach for Improving the Efficiency of Converter-Based Controllers in Switched Reluctance Motors 一种提高开关磁阻电机变换器控制器效率的增强型火鹰优化方法
Pub Date : 2024-11-05 DOI: 10.1002/adc2.234
Guntuku Ravi Kiran, Subba Rao Kotam Raju, Malligunta Kiran Kumar

Switched reluctance motors (SRMs) have gained popularity in various industrial applications due to their advantages, including structural simplicity, high reliability, low cost, and operational stability over a wide speed range without relying on rare-earth permanent magnet materials. However, these motors exhibit drawbacks such as weak torque density, low efficiency, and significant torque ripple, particularly in high-speed operation. An efficient converter-based control approach is proposed to manage speed and torque variations in SRM motors, addressing these issues. A multilevel converter (MC) is introduced as a fundamental component. The novel multilevel converter (NMC) accommodates SRMs with varying numbers of phases and exhibits quick demagnetization and excitation behaviors, enabling independent operation of each phase even during conduction overlaps. Subsequently, an effective controller is developed for the SRM motor, combining proportional integral derivative (PID) control with enhanced fire hawks optimization (EFHO). The EFHO optimizes the PID gain values to enhance controller performance. The converter operation minimizes torque ripple and facilitates speed management. The EFHO technique is a fusion of fire hawks optimization (FHO) and the sine cosine algorithm (SCA). This amalgamation improves the updating process of FHO by incorporating SCA. The proposed methodology is implemented in MATLAB and evaluated through various metrics, including SRM motor current, voltage, speed, and torque, under electric vehicle (EV) load conditions. Performance comparisons are conducted with traditional optimization algorithms such as the whale optimization algorithm (WOA) and ant colony optimization (ACO). The results validate the effectiveness of the proposed methodology in achieving improved SRM motor control and performance.

开关磁阻电机(SRM)具有结构简单、可靠性高、成本低、无需依赖稀土永磁材料即可在宽转速范围内稳定运行等优点,因此在各种工业应用中越来越受欢迎。然而,这些电机也存在一些缺点,如转矩密度小、效率低、转矩纹波大,尤其是在高速运行时。针对这些问题,我们提出了一种基于变流器的高效控制方法,用于管理 SRM 电机的速度和转矩变化。其中引入了多电平转换器(MC)作为基本组件。这种新型多电平转换器(NMC)适用于具有不同相数的 SRM,并具有快速退磁和励磁行为,即使在导通重叠期间也能实现各相独立运行。随后,针对 SRM 电机开发了一种有效的控制器,将比例积分导数(PID)控制与增强型火鹰优化(EFHO)相结合。EFHO 优化了 PID 增益值,以提高控制器性能。转换器的运行最大限度地减少了转矩纹波,促进了速度管理。EFHO 技术融合了火鹰优化(FHO)和正弦余弦算法(SCA)。这种融合通过加入 SCA 改进了 FHO 的更新过程。提出的方法在 MATLAB 中实现,并在电动汽车(EV)负载条件下通过各种指标(包括 SRM 电机电流、电压、速度和扭矩)进行评估。与鲸鱼优化算法(WOA)和蚁群优化算法(ACO)等传统优化算法进行了性能比较。结果验证了所提方法在改善 SRM 电机控制和性能方面的有效性。
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引用次数: 0
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Advanced Control for Applications
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