Pub Date : 2024-07-22DOI: 10.1007/s43236-024-00879-1
Rong Cai, Liming Song, Qibin Xiong, Bo Yang, Xiaofeng Dong, Kun Huang
Fault diagnosis plays a significant role in improving the reliability of T-type three-level inverters. Therefore, a method for diagnosing the IGBT open-circuit faults of T-type three-level inverters based on vector 3D offset is proposed in this paper. The characteristics of the voltage vector shift in single-switch open-circuit faults under three-dimensions are analyzed. In the first dimension, the fault phase was identified by the different offset of three-phase voltage vectors at the polar coordinates. In the second dimension, the output voltage vectors were mapped to the common-mode voltage level in space, and faulty bridge arms were identified by the transition direction of the common-mode voltage. In the third dimension, the specific faulty transistor within a set of bridge arms was identified by the voltage difference between the upper and lower capacitors on the DC side, which was caused by the regional shift of the voltage vectors in the plane. Experimental results show that the proposed method can effectively diagnose the OC faults of 12 switches in T-type three-level inverters. The key advantages of the proposed method are its capability to significantly enhance fault diagnosis speed, bolster diagnostic robustness, and remain impervious to variations in load and modulation coefficients. Moreover, it eliminates the need for additional sampling circuits.
故障诊断对提高 T 型三电平逆变器的可靠性具有重要作用。因此,本文提出了一种基于矢量三维偏移的 T 型三电平逆变器 IGBT 开路故障诊断方法。本文分析了单开关开路故障中电压矢量三维偏移的特征。在第一个维度中,通过三相电压矢量在极坐标上的不同偏移来识别故障相位。在第二个维度中,将输出电压矢量映射到空间共模电压电平,并通过共模电压的转换方向识别故障桥臂。在第三个维度中,通过直流侧上下电容器之间的电压差(由平面上电压矢量的区域移动引起)来识别一组桥臂中的特定故障晶体管。实验结果表明,所提出的方法能有效诊断 T 型三电平逆变器中 12 个开关的 OC 故障。所提方法的主要优点是能显著提高故障诊断速度,增强诊断鲁棒性,并且不受负载和调制系数变化的影响。此外,它还无需额外的采样电路。
{"title":"Single-switch open-circuit diagnosis method based on 3D vector shift for T-type three-level inverters","authors":"Rong Cai, Liming Song, Qibin Xiong, Bo Yang, Xiaofeng Dong, Kun Huang","doi":"10.1007/s43236-024-00879-1","DOIUrl":"https://doi.org/10.1007/s43236-024-00879-1","url":null,"abstract":"<p>Fault diagnosis plays a significant role in improving the reliability of T-type three-level inverters. Therefore, a method for diagnosing the IGBT open-circuit faults of T-type three-level inverters based on vector 3D offset is proposed in this paper. The characteristics of the voltage vector shift in single-switch open-circuit faults under three-dimensions are analyzed. In the first dimension, the fault phase was identified by the different offset of three-phase voltage vectors at the polar coordinates. In the second dimension, the output voltage vectors were mapped to the common-mode voltage level in space, and faulty bridge arms were identified by the transition direction of the common-mode voltage. In the third dimension, the specific faulty transistor within a set of bridge arms was identified by the voltage difference between the upper and lower capacitors on the DC side, which was caused by the regional shift of the voltage vectors in the plane. Experimental results show that the proposed method can effectively diagnose the OC faults of 12 switches in T-type three-level inverters. The key advantages of the proposed method are its capability to significantly enhance fault diagnosis speed, bolster diagnostic robustness, and remain impervious to variations in load and modulation coefficients. Moreover, it eliminates the need for additional sampling circuits.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"1 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-22DOI: 10.1007/s43236-024-00881-7
Hui Li, Hongzhi Liu, Lijuan Li, Changhao Zhu
This paper addresses the issue of lag caused by the sampling phase deviation in BUCK converter digital twin-parameter identification, and proposes a phase compensation method to improve digital twin-parameter identification. After sampling the characteristic signals of the BUCK converter, the proposed method introduces a Hilbert transform to compensate for the phase deviation in both the physical converter and the digital twin converter signals. By performing phase compensation before calculating the fitting degree of the digital twin, this method reduces the impact of phase deviation on the fitting degree calculation, allowing the fitting degree to more accurately reflect the true differences among converter signals. This reduces the computational redundancy caused by phase deviation and enables the digital twin converter to promptly update parameters. In addition, a BUCK converter digital twin platform is designed for experimental validation. Experimental results demonstrate that the proposed improved digital twin-parameter identification method saves 50% of optimization iterations when compared to traditional methods without compromising accuracy. This indicates that parameter identification can achieve accurate results with fewer optimization iterations, effectively enhancing the speed of digital twin converter parameter identification and facilitating subsequent converter-field coupling analysis.
{"title":"Research on rapid parameter identification in DC-DC converter digital twin systems considering phase deviation","authors":"Hui Li, Hongzhi Liu, Lijuan Li, Changhao Zhu","doi":"10.1007/s43236-024-00881-7","DOIUrl":"https://doi.org/10.1007/s43236-024-00881-7","url":null,"abstract":"<p>This paper addresses the issue of lag caused by the sampling phase deviation in BUCK converter digital twin-parameter identification, and proposes a phase compensation method to improve digital twin-parameter identification. After sampling the characteristic signals of the BUCK converter, the proposed method introduces a Hilbert transform to compensate for the phase deviation in both the physical converter and the digital twin converter signals. By performing phase compensation before calculating the fitting degree of the digital twin, this method reduces the impact of phase deviation on the fitting degree calculation, allowing the fitting degree to more accurately reflect the true differences among converter signals. This reduces the computational redundancy caused by phase deviation and enables the digital twin converter to promptly update parameters. In addition, a BUCK converter digital twin platform is designed for experimental validation. Experimental results demonstrate that the proposed improved digital twin-parameter identification method saves 50% of optimization iterations when compared to traditional methods without compromising accuracy. This indicates that parameter identification can achieve accurate results with fewer optimization iterations, effectively enhancing the speed of digital twin converter parameter identification and facilitating subsequent converter-field coupling analysis.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"20 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141745847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-20DOI: 10.1007/s43236-024-00869-3
Jixin Yang, Liming Shi, Zhenggang Yin, Manyi Fan, Zixin Li
In inductively coupled power transfer (ICPT) systems, the mutual inductance and load are the key parameters to realize high performance control, which is difficult to measure directly in rail transit. Thus, a method realizing mutual inductance and load identification using only the output voltage and current of a high-frequency inverter is proposed in this paper. Dual-frequency modulation, where one is the resonant frequency and the other is the non-resonant frequency, is used in the high-frequency inverter. Then the amplitudes and phases of the output voltage and current of the high-frequency inverter at the resonant frequency and the non-resonant frequency can be obtained based on the fast Fourier transform (FFT) method. The circuit is decomposed according to different frequencies. Then a mathematical model of the ICPT system is established. Therefore, the mutual inductance and load can be identified. Finally, the effectiveness of the proposed method is verified based on an ICPT prototype. Experimental results show that the identification errors of mutual inductance and load are less than 5%.
{"title":"Dual-frequency modulation based mutual inductance and load identification method for inductively coupled power transfer systems","authors":"Jixin Yang, Liming Shi, Zhenggang Yin, Manyi Fan, Zixin Li","doi":"10.1007/s43236-024-00869-3","DOIUrl":"https://doi.org/10.1007/s43236-024-00869-3","url":null,"abstract":"<p>In inductively coupled power transfer (ICPT) systems, the mutual inductance and load are the key parameters to realize high performance control, which is difficult to measure directly in rail transit. Thus, a method realizing mutual inductance and load identification using only the output voltage and current of a high-frequency inverter is proposed in this paper. Dual-frequency modulation, where one is the resonant frequency and the other is the non-resonant frequency, is used in the high-frequency inverter. Then the amplitudes and phases of the output voltage and current of the high-frequency inverter at the resonant frequency and the non-resonant frequency can be obtained based on the fast Fourier transform (FFT) method. The circuit is decomposed according to different frequencies. Then a mathematical model of the ICPT system is established. Therefore, the mutual inductance and load can be identified. Finally, the effectiveness of the proposed method is verified based on an ICPT prototype. Experimental results show that the identification errors of mutual inductance and load are less than 5%.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"253 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-20DOI: 10.1007/s43236-024-00857-7
Shuqing Wu, Shanhu Li, Min Cai, Xu Liu, Luyu Zhang
This paper presents a new common-mode voltage (CMV) suppression strategy based on open-active vectors, which reduces the CMV peak value and suppresses the common-mode spikes caused by switching. In addition, the novel open-active vector is characterized, and its common-mode equivalent circuit is established. The new modulation strategy proposes open-active vectors in place of zero voltage vectors, which reduces the peak magnitude of the output CMV by 42.3%. While reducing the CMV, the complex commutation issue of the rectifier stage and the CMV spike issue brought on by the impact of the inverter stage dead zone are both resolved by the new modulation method. The effectiveness of the new strategy is verified by simulation and experimental results.
{"title":"Novel common-mode voltage suppression method for indirect matrix converters based on open-active vectors","authors":"Shuqing Wu, Shanhu Li, Min Cai, Xu Liu, Luyu Zhang","doi":"10.1007/s43236-024-00857-7","DOIUrl":"https://doi.org/10.1007/s43236-024-00857-7","url":null,"abstract":"<p>This paper presents a new common-mode voltage (CMV) suppression strategy based on open-active vectors, which reduces the CMV peak value and suppresses the common-mode spikes caused by switching. In addition, the novel open-active vector is characterized, and its common-mode equivalent circuit is established. The new modulation strategy proposes open-active vectors in place of zero voltage vectors, which reduces the peak magnitude of the output CMV by 42.3%. While reducing the CMV, the complex commutation issue of the rectifier stage and the CMV spike issue brought on by the impact of the inverter stage dead zone are both resolved by the new modulation method. The effectiveness of the new strategy is verified by simulation and experimental results.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"81 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In medium and high voltage DC microgrids, the input series output parallel dual active bridge (ISOP-DAB) converter, as one of the key devices, has received more and more attention from experts and researchers. This is due to the power imbalance and poor dynamic performance of each module of ISOP-DAB converters. Based on the double-loop decoupling strategy, this paper proposes a hybrid control strategy of a super twisting sliding mode considering backflow power optimization. First, the power model and ZVS characteristics of the DAB converter in two modes under extended phase-shift modulation are analyzed, and a reduced-order model of the DAB converter is established on the basis of the transmitted power model. Second, an output voltage loop super twisting sliding mode controller and a backflow power optimization module are designed based on the established mathematical model. Finally, simulation results show that the ISOP-DAB system has good dynamic performance in load switching and input voltage mutation, can ensure the input voltage of each sub-module, and can effectively reduce the backflow power.
在中高压直流微电网中,输入串联输出并联双有源桥(ISOP-DAB)变换器作为关键设备之一,越来越受到专家和研究人员的关注。这是由于 ISOP-DAB 转换器各模块的功率不平衡和动态性能较差。基于双环解耦策略,本文提出了一种考虑回流功率优化的超扭曲滑动模式混合控制策略。首先,分析了扩展移相调制下两种模式下 DAB 转换器的功率模型和 ZVS 特性,并在传输功率模型的基础上建立了 DAB 转换器的降阶模型。其次,根据建立的数学模型设计了输出电压环超扭曲滑模控制器和回流功率优化模块。最后,仿真结果表明,ISOP-DAB 系统在负载切换和输入电压突变时具有良好的动态性能,能确保各子模块的输入电压,并能有效降低回流功率。
{"title":"Hybrid control of ISOP-DAB converters based on double-loop decoupling","authors":"Haijun Tao, Mengen Zhao, Zheng Zheng, Jiayao Song, Chenjie Zhang","doi":"10.1007/s43236-024-00876-4","DOIUrl":"https://doi.org/10.1007/s43236-024-00876-4","url":null,"abstract":"<p>In medium and high voltage DC microgrids, the input series output parallel dual active bridge (ISOP-DAB) converter, as one of the key devices, has received more and more attention from experts and researchers. This is due to the power imbalance and poor dynamic performance of each module of ISOP-DAB converters. Based on the double-loop decoupling strategy, this paper proposes a hybrid control strategy of a super twisting sliding mode considering backflow power optimization. First, the power model and ZVS characteristics of the DAB converter in two modes under extended phase-shift modulation are analyzed, and a reduced-order model of the DAB converter is established on the basis of the transmitted power model. Second, an output voltage loop super twisting sliding mode controller and a backflow power optimization module are designed based on the established mathematical model. Finally, simulation results show that the ISOP-DAB system has good dynamic performance in load switching and input voltage mutation, can ensure the input voltage of each sub-module, and can effectively reduce the backflow power.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"45 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-18DOI: 10.1007/s43236-024-00875-5
Tae Young Yoon, Dong Gyu Park, Seong Yun Kim, Garam Kim, Sangwan Kim, Jang Hyun Kim
In this study, two new structures are proposed for reverse-conducting insulated gate bipolar transistors (RC-IGBT) that effectively prevent snapback by relocating the N-collectors and utilizing silicon–germanium in the collector region of each device. The forward mode of the proposed structures shows IC− VC characteristics without snapback, since the position of the N-collector is changed to prevent electron extraction. In the reverse mode, the silicon–germanium induces currents through tunneling and impacts the ionization mechanisms. Importantly, the proposed structures generate a stable current value even if there are errors in the length of the N-collector during ion implantation, which enhances the reliability of the device. In addition, the proposed structures exhibit similar values for the breakdown voltage at around 700 V and the turn-on and turn-off losses when compared to the conventional RC-IGBT. Thus, this paper improves the reliability of RC-IGBTs by mitigating the snapback effect while maintaining their unique electrical properties.
本研究为反向导电绝缘栅双极晶体管(RC-IGBT)提出了两种新结构,通过重新定位 N 集电极和在每个器件的集电极区域使用硅锗,有效防止了快返现象。由于改变了 N 集电极的位置以防止电子萃取,因此拟议结构的正向模式显示出 IC- VC 特性,而不会出现卡回现象。在反向模式中,硅锗通过隧道作用产生电流,并影响电离机制。重要的是,即使在离子注入过程中 N 集电极的长度出现误差,所提出的结构也能产生稳定的电流值,从而提高了器件的可靠性。此外,与传统的 RC-IGBT 相比,所提出的结构在 700 V 左右的击穿电压以及导通和关断损耗方面表现出相似的值。因此,本文在保持 RC-IGBT 独特电气特性的同时,还减轻了快返效应,从而提高了 RC-IGBT 的可靠性。
{"title":"RC-IGBT snapback suppression using silicon germanium collector regions","authors":"Tae Young Yoon, Dong Gyu Park, Seong Yun Kim, Garam Kim, Sangwan Kim, Jang Hyun Kim","doi":"10.1007/s43236-024-00875-5","DOIUrl":"https://doi.org/10.1007/s43236-024-00875-5","url":null,"abstract":"<p>In this study, two new structures are proposed for reverse-conducting insulated gate bipolar transistors (RC-IGBT) that effectively prevent snapback by relocating the N-collectors and utilizing silicon–germanium in the collector region of each device. The forward mode of the proposed structures shows <i>I</i><sub>C</sub>− <i>V</i><sub>C</sub> characteristics without snapback, since the position of the N-collector is changed to prevent electron extraction. In the reverse mode, the silicon–germanium induces currents through tunneling and impacts the ionization mechanisms. Importantly, the proposed structures generate a stable current value even if there are errors in the length of the N-collector during ion implantation, which enhances the reliability of the device. In addition, the proposed structures exhibit similar values for the breakdown voltage at around 700 V and the turn-on and turn-off losses when compared to the conventional RC-IGBT. Thus, this paper improves the reliability of RC-IGBTs by mitigating the snapback effect while maintaining their unique electrical properties.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"6 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-18DOI: 10.1007/s43236-024-00874-6
Ziyi Ji, Ziqing Cao, Fuhong Min, Minjie Xu
The optimization of planar transformers with integrated magnetic components is an important research focus when it comes to high efficiency and high power density step-down DC–DC converters. In this paper, to overcome the shortcomings of LLC topologies in variable frequency operation, a DC–DC converter of two-stage regulation with GaN (gallium nitride)–MOSFET is designed to achieve wide voltage range conversion. The planar transformer of the full-bridge LLC circuit is optimized at 12 V DC bus and high-power scenarios. An equivalent resonant inductance model based on the stray inductance and JMAG leakage inductance simulation is proposed, which results in only one magnetic component being used in the LLC. A method to control the resonant inductance and improve the efficiency by changing the PCB trace on the secondary side of the high-step-down-ratio (14:1:1) planar transformer is proposed. To verify the optimization model, two sets of converters with optimized planar transformers, using PQ-type ferrite magnetic cores, have been built. Experimental results show that the voltage conversion range is from 250–500 to 9–16 V, and the converter efficiency is increased to 94.39%@3 kW.
{"title":"Modelling and optimization of planar transformers for high power density step-down DC–DC converters","authors":"Ziyi Ji, Ziqing Cao, Fuhong Min, Minjie Xu","doi":"10.1007/s43236-024-00874-6","DOIUrl":"https://doi.org/10.1007/s43236-024-00874-6","url":null,"abstract":"<p>The optimization of planar transformers with integrated magnetic components is an important research focus when it comes to high efficiency and high power density step-down DC–DC converters. In this paper, to overcome the shortcomings of LLC topologies in variable frequency operation, a DC–DC converter of two-stage regulation with GaN (gallium nitride)–MOSFET is designed to achieve wide voltage range conversion. The planar transformer of the full-bridge LLC circuit is optimized at 12 V DC bus and high-power scenarios. An equivalent resonant inductance model based on the stray inductance and JMAG leakage inductance simulation is proposed, which results in only one magnetic component being used in the LLC. A method to control the resonant inductance and improve the efficiency by changing the PCB trace on the secondary side of the high-step-down-ratio (14:1:1) planar transformer is proposed. To verify the optimization model, two sets of converters with optimized planar transformers, using PQ-type ferrite magnetic cores, have been built. Experimental results show that the voltage conversion range is from 250–500 to 9–16 V, and the converter efficiency is increased to 94.39%@3 kW.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"58 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-17DOI: 10.1007/s43236-024-00851-z
Dong Wang, Jian Li, Peng Ding, Ning Yao
Predicting the capacity and temperature of lithium-ion batteries is of critical significance to ensure their safety and stability, and consequently, extend the service life of battery systems. However, the degradation of capacity and thermal performance is typically regarded as independent processes, disregarding their coupling relationship. In response, this study constructs a combined model based on convolutional long short-term memory for the joint prediction of the reversible capacity and peak discharge temperature of batteries. The model’s feature extraction and pattern reconstruction capabilities are well-acknowledged. A variety of charging and discharging features (e.g., current, voltage, temperature, and incremental capacity) are analyzed and correlated with the evolution trends of battery capacity and temperature during long-term operation. Moreover, the evident phenomenon of capacity regeneration caused by intermittent rest is considered. Finally, the prediction results for different cells from public datasets show that the root-mean-square errors of capacity prediction vary from 0.01179 to 0.03304, and the mean absolute percentage error of peak discharge temperature prediction can be basically kept lower than 0.6%.
{"title":"Joint prediction of the capacity and temperature of Li-ion batteries by using ConvLSTM Network","authors":"Dong Wang, Jian Li, Peng Ding, Ning Yao","doi":"10.1007/s43236-024-00851-z","DOIUrl":"https://doi.org/10.1007/s43236-024-00851-z","url":null,"abstract":"<p>Predicting the capacity and temperature of lithium-ion batteries is of critical significance to ensure their safety and stability, and consequently, extend the service life of battery systems. However, the degradation of capacity and thermal performance is typically regarded as independent processes, disregarding their coupling relationship. In response, this study constructs a combined model based on convolutional long short-term memory for the joint prediction of the reversible capacity and peak discharge temperature of batteries. The model’s feature extraction and pattern reconstruction capabilities are well-acknowledged. A variety of charging and discharging features (e.g., current, voltage, temperature, and incremental capacity) are analyzed and correlated with the evolution trends of battery capacity and temperature during long-term operation. Moreover, the evident phenomenon of capacity regeneration caused by intermittent rest is considered. Finally, the prediction results for different cells from public datasets show that the root-mean-square errors of capacity prediction vary from 0.01179 to 0.03304, and the mean absolute percentage error of peak discharge temperature prediction can be basically kept lower than 0.6%.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"26 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141719809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
VSI-operated IM drives at low switching per fundamental frequency in a quarter cycle (Ns) are highly prone to lower order harmonic torque in addition to torque ripple. This can lead to lower efficiency, reduced service life, wear and tear of the components, acoustic noises and vibrations, etc. It can also lead to shaft failure in the long run. Thus, it is the preeminent consideration in prevailing high-speed, motor and power drives. Presently, these problems are minimized by implementing classical PWM techniques (CB-PWM and SHE-PWM). In this present paper, a P-PWM-based approach is proposed for the reduction of the harmonic magnitude in the lower order torque and the torque ripple in VSI-operated IM drives. In this paper, a programmed pulsewidth modulation (P-PWM)-based approach is applied in the context of three switchings per fundamental frequency per quarter cycle (Ns = 3) for reducing the harmonic magnitude (lower order) and ripples in torque that are of the order of the 6th, 12th up to 6(Ns − 1)th. Since the P-PWM approach relies on independent specifications and loading states, it can accommodate different Ns and higher order harmonics. Furthermore, the P-PWM performance is implemented and extensively compared with carrier-based pulsewidth modulation (CB-PWM), and selective harmonic elimination pulsewidth modulation (SHE-PWM) for Ns = 3 and the obtained findings are supported by a 1hp VSI-based IM drive using a TYPHOON-HIL based experimental setup. The P-PWM approach surpasses the classical used PWM techniques, such as CB-PWM and SHE-PWM, both in terms of the magnitude of the harmonic and the ripples in the torque.
VSI 运行的 IM 驱动器在四分之一周期(Ns)内的每基频开关次数较低时,除扭矩纹波外,还极易产生低阶谐波扭矩。这会导致效率降低、使用寿命缩短、部件磨损、声噪和振动等。长此以往,还可能导致轴故障。因此,这是目前高速、电机和电力驱动装置的首要考虑因素。目前,通过采用经典的 PWM 技术(CB-PWM 和 SHE-PWM)可将这些问题降至最低。本文提出了一种基于 P-PWM 的方法,用于降低 VSI 运行的 IM 驱动器中低阶转矩的谐波幅度和转矩纹波。本文采用基于编程脉宽调制(P-PWM)的方法,在每个基频每四分之一周期(Ns = 3)进行三次切换的情况下,降低谐波幅度(低阶)和扭矩纹波,这些谐波的数量级为 6 次、12 次直至 6(Ns - 1)次。由于 P-PWM 方法依赖于独立的规格和负载状态,因此可以适应不同的 Ns 和高阶谐波。此外,还实现了 P-PWM 性能,并与 Ns = 3 时的载波脉宽调制(CB-PWM)和选择性谐波消除脉宽调制(SHE-PWM)进行了广泛比较。P-PWM 方法在谐波幅度和转矩纹波方面都超越了 CB-PWM 和 SHE-PWM 等传统 PWM 技术。
{"title":"Advanced lower order harmonic torque suppression by P-PWM in high-performance scalar-controlled IM drives","authors":"Shivam Yadav, Sanjeev Kumar Mallik, Ambarisha Mishra","doi":"10.1007/s43236-024-00873-7","DOIUrl":"https://doi.org/10.1007/s43236-024-00873-7","url":null,"abstract":"<p>VSI-operated IM drives at low switching per fundamental frequency in a quarter cycle (<i>N</i><sub>s</sub>) are highly prone to lower order harmonic torque in addition to torque ripple. This can lead to lower efficiency, reduced service life, wear and tear of the components, acoustic noises and vibrations, etc. It can also lead to shaft failure in the long run. Thus, it is the preeminent consideration in prevailing high-speed, motor and power drives. Presently, these problems are minimized by implementing classical PWM techniques (CB-PWM and SHE-PWM). In this present paper, a P-PWM-based approach is proposed for the reduction of the harmonic magnitude in the lower order torque and the torque ripple in VSI-operated IM drives. In this paper, a programmed pulsewidth modulation (P-PWM)-based approach is applied in the context of three switchings per fundamental frequency per quarter cycle (<i>N</i><sub>s</sub> = 3) for reducing the harmonic magnitude (lower order) and ripples in torque that are of the order of the 6th, 12th up to 6(<i>N</i><sub>s</sub> − 1)th. Since the P-PWM approach relies on independent specifications and loading states, it can accommodate different <i>N</i><sub>s</sub> and higher order harmonics. Furthermore, the P-PWM performance is implemented and extensively compared with carrier-based pulsewidth modulation (CB-PWM), and selective harmonic elimination pulsewidth modulation (SHE-PWM) for <i>N</i><sub>s</sub> = 3 and the obtained findings are supported by a 1hp VSI-based IM drive using a TYPHOON-HIL based experimental setup. The P-PWM approach surpasses the classical used PWM techniques, such as CB-PWM and SHE-PWM, both in terms of the magnitude of the harmonic and the ripples in the torque.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"33 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141608696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-08DOI: 10.1007/s43236-024-00846-w
Nibras Syarif Ramadhan, Era Purwanto, Bambang Sumantri, Hary Oktavianto, Moch Rafi Damas Abdilla, Abdillah Aziz Muntashir
Low-speed operation of induction motors (IM) requires special treatment to maintain their performance. The use of the indirect field-oriented control (IFOC) method makes the IM reliable in a variety of conditions, but the performance of IFOC is dependent on the reliability of the dq-axis controller, which is part of IFOC. Therefore, this research offers the implementation of the grey wolf optimizer (GWO) method to optimize the PI controller on the d-axis side. The data from this method is compared to the conventional PI method for evaluation. The results show that the GWO-PI and conventional PI method have the same steady-state value (SSV) and error (SSE). The implementation of the GWO-PI method reduces the integral absolute error (IAE) by up to 0.36% and the current consumption by 3.96–10.62%. As for the rise time and settling time aspects, the implementation of GWO-PI provides improvements of 0.001–0.02 s for rise time and 0.08–0.362 s for settling time. This indicates that the implementation of the GWO-PI method on the d-axis controller of the IFOC method can optimize the performance of IM speed and reduce current consumption in the case study of low-speed operation.
感应电机(IM)的低速运行需要特殊处理,以保持其性能。间接面向场控制(IFOC)方法的使用使感应电机在各种条件下都能可靠运行,但 IFOC 的性能取决于作为 IFOC 一部分的 dq 轴控制器的可靠性。因此,本研究采用灰狼优化器 (GWO) 方法来优化 d 轴侧的 PI 控制器。该方法的数据与传统的 PI 方法进行了比较评估。结果表明,GWO-PI 和传统 PI 方法具有相同的稳态值(SSV)和误差(SSE)。采用 GWO-PI 方法后,积分绝对误差(IAE)降低了 0.36%,电流消耗降低了 3.96-10.62%。在上升时间和稳定时间方面,采用 GWO-PI 方法后,上升时间缩短了 0.001-0.02 秒,稳定时间缩短了 0.08-0.362 秒。这表明,在低速运行案例研究中,在 IFOC 方法的 d 轴控制器上实施 GWO-PI 方法可以优化 IM 速度性能并降低电流消耗。
{"title":"Performance improvement of induction motor drives in low-speed operation using gray wolf optimizer based on IFOC","authors":"Nibras Syarif Ramadhan, Era Purwanto, Bambang Sumantri, Hary Oktavianto, Moch Rafi Damas Abdilla, Abdillah Aziz Muntashir","doi":"10.1007/s43236-024-00846-w","DOIUrl":"https://doi.org/10.1007/s43236-024-00846-w","url":null,"abstract":"<p>Low-speed operation of induction motors (IM) requires special treatment to maintain their performance. The use of the indirect field-oriented control (IFOC) method makes the IM reliable in a variety of conditions, but the performance of IFOC is dependent on the reliability of the dq-axis controller, which is part of IFOC. Therefore, this research offers the implementation of the grey wolf optimizer (GWO) method to optimize the PI controller on the d-axis side. The data from this method is compared to the conventional PI method for evaluation. The results show that the GWO-PI and conventional PI method have the same steady-state value (SSV) and error (SSE). The implementation of the GWO-PI method reduces the integral absolute error (IAE) by up to 0.36% and the current consumption by 3.96–10.62%. As for the rise time and settling time aspects, the implementation of GWO-PI provides improvements of 0.001–0.02 s for rise time and 0.08–0.362 s for settling time. This indicates that the implementation of the GWO-PI method on the d-axis controller of the IFOC method can optimize the performance of IM speed and reduce current consumption in the case study of low-speed operation.</p>","PeriodicalId":50081,"journal":{"name":"Journal of Power Electronics","volume":"369 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141574652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}