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Speed Estimation of DC Series Motor by Constant Gain Extended Kalman Filter 3

Speed Estimation of DC Series Motor by Constant Gain Extende...

引用

3rd ieee International conference on Electrical Power and Energy Systems, ICEPES 2024

作者： Halder, Biswajit Chakraborty, Prakash Das, Prithwiraj Narula Institute of Technology Dept. of Electrical Engineering Kolkata India Camellia Institute of Polytechnic Dept. of Electrical Engineering Burdwan India Government College of Engineering & Textile Technology Dept. of Electrical Engineering Murshidabad India

ISBN: (纸本)9798350390728

The DC series motor is widely used in heavy duty applications. The state estimation problem of this nonlinear system poses difficulties owing to the complex mathematical structure and turn out to be more challenging when the system is involved noisy state variables. A suitable nonlinear transformation matrix has been used for modelling the system in generalized canonical form, not necessarily control affine, to ensure it as uniformly observable system. A constant gain based Extended Kalman Filter (hereinafter EKF) has been used for achieving robust performance without compromising the benefits of original optimal Kalman Filter based gain design. © 2024 ieee.

关键词： Extended Kalman filters

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Optimization Scheduling Method for Electric Vehicle Swapping Stations Based on Predictive control 2

Optimization Scheduling Method for Electric Vehicle Swapping...

引用

2nd ieee International conference on Image Processing and Computer applications, ICIPCA 2024

作者： Liguo, Shi Yang, Hu Jiyan, Liu Zhelong, Wang Peng, Jiang Weiqing, Xiao Shaowei, Zhong Yuhua, Wang Qingdao Power Supply Company of State Grid Shandong Electric Power Company Qingdao266001 China State Grid Shandong Electric Power Company Jinan250000 China Shandong Lusoft Digital Technology Co. Ltd. Smart Energy Branch Jinan250000 China

ISBN: (纸本)9798350360240

The traditional scheduling strategy based on the predicted value of battery swapping demand faces difficulties in adapting to dynamic interference factors and accumulating prediction errors in practical applications. To solve the above problems, from the perspective of the exchange station operator, this paper establishes the active control capability of the standby battery pack load in the station, and proposes a recursive method for the load margin band of the battery pack in the station in the future. On the basis of meeting the demand for battery swapping, a process for formulating the charging plan of the battery swapping station operator is proposed based on the target load determined according to the operation requirements of the power grid, to achieve reasonable regulation of the charging time and quantity of the backup battery pack, and to achieve the economic and efficient operation of the battery swapping station. At the same time, utilizing the load of battery packs in electric vehicle swapping stations can achieve the balance of regional load characteristics and meet the needs of power grid operation. © 2024 ieee.

关键词： Charging stations

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Design and control of PM-biased Bi-stable Latching Actuator for Low-power Micropump

Design and Control of PM-biased Bi-stable Latching Actuator ...

引用

ieee/ASME International conference on Advanced Intelligent Mechatronics (AIM)

作者： Kim, Eun Kyu Kang, Bo Min Lee, Hyo Geon Yoon, Hyeong Min Kim, Jae Hyun Jung, Jae Woo Yoon, Jun Young Yonsei Univ Dept Mech Engn Seoul 03722 South Korea

ISBN: (纸本)9781665476331

While the electromagnetic micropump has lowvoltage driving characteristic, it requires continuous energy loss in the form of Joule heating during operations, which can be significantly problematic for battery-driven applications. This paper presents a design and control method of an energy-efficient electromagnetic bi-stable actuator for low-power micropump systems in battery-driven and low-power applications such as wearable drug delivery devices. The proposed actuator design achieves the magnetic bi-stability with the PM-biased flux, reducing the required power by providing zero-power passive latching force and by enabling reciprocating motions with only a short pulsatile current excitation. We also present in this paper the energy-efficient pulse control method using a relationship of the coil voltage and the mover velocity in order to achieve robust switching motions with minimized switching energy. The low-voltage low-power characteristic of the proposed actuator and the feasibility of the control method are experimentally validated. The measured minimum voltage and switching energy are 0.43V and 1.88 mJ, respectively. The flow volume of the fabricated micropump prototype is measured to be 1.94 mu l per latching motion.

关键词： Energy dissipation

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Research on the Application of AI Intelligent Model of Computer Deep Learning in Natural Language Processing 4

Research on the Application of AI Intelligent Model of Compu...

引用

4th ieee International conference on Power, Electronics and Computer applications, ICPECA 2024

作者： Shen, Miaofang College of Information Engineering Guangzhou Vocational and Technical University of Science and Technology Guangzhou510080 China

ISBN: (纸本)9798350359589

The relationships between entities in a document are extracted according to natural language processing methods. Deep neural network is used to recognize the required multi-label text. According to the general specification, the system is optimized, and the design and implementation of the system are obtained. This project explores four major NLP modes such as ALBERT, RNN Search, BERT-CRF, Text ING based on the high-performance hardware of the Centeno platform. According to the element relation, tree structure and network structure, a general MNet construction method is proposed. The extracted correlation information is used to determine whether the matching conditions of each security requirement template are established, and then the final set of security requirement templates is screened. The extracted security requirements are modeled and instantiated in this way. Simulation results show that the model can deal with semantic dependency and human-computer interaction in complex systems. By analyzing the semantics of the operation interface in SCADA system, it is transformed into a general MNet construction, which lays a foundation for realizing the semantic analysis of users. © 2024 ieee.

关键词： data acquisition deep learning Intelligent model natural language processing system control

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Energy Efficient Speed Planning of Electric Vehicles for Vehicle-Following Scenarios Using Data-driven Koopman Model 21

Energy Efficient Speed Planning of Electric Vehicles for Veh...

引用

21st ieee International Symposium on Parallel and Distributed Processing with applications, 13th ieee International conference on Big Data and Cloud Computing, 16th ieee International conference on Social Computing and Networking and 13th International conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2023

作者： Chen, Bin Wang, Miaoben Zhou, Feng Yan, Haoyang Du, Ronghua Changsha University of Science and Technology College of Automotive and Mechanical Engineering Changsha China Changsha University of Science and Technology School of Electrical and Information Engineering Changsha China

ISBN: (纸本)9798350329223

In the context of urban road following scenarios, ensuring the precise speed prediction and control of electric vehicle while rigorously maintaining the safe driving conditions has persistently presented a formidable challenge. To address such issues, a novel data-driven approach for the energy efficient speed planning of electric vehicles in vehicle-following scenarios is proposed. Incorporating Koopman operator theory, the developed control-oriented vehicle dynamics prediction model leverages real-world vehicle-following data in various vehicle-following scenarios. Subsequently, a data-driven Koopman model predictive control (MPC) method is developed based on the established prediction model, which focuses on reducing the energy consumption through speed planning while ensuring safe following distances. The comparative simulation results ultimately demonstrate the effectiveness of the proposed method under various driving scenarios. © 2023 ieee.

关键词： Model predictive control

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An Improved Dynamic Performance control Method for CLLC Resonant Converter Based on State Trajectory 18

An Improved Dynamic Performance Control Method for CLLC Reso...

引用

18th ieee conference on Industrial Electronics and applications, ICIEA 2023

作者： Liu, Borui Li, Lei Zhang, Shanlu Jiao, Longteng Wang, Herry Wu, Xingyu Li, Lulu Nanjing University of Science and Technology College of Automation Nanjing China

ISBN: (纸本)9798350312201

CLLC converter is a promising topology for isolated bidirectional converter applications such as aerospace power supply, uninterruptible Power Supply, high dynamic control is required. In this paper, an improved dynamic performance control method based on state trajectory for CLLC converter is proposed. The state trajectory model of CLLC is generated, and the optimal path for CLLC converter is established using this model in load transient. The pulse widths of the gate-driving signals are calculated according to the variation of load current. The correctness of the proposed state trajectory model and dynamic performance of the proposed control method are verified by simulation, which demonstrates an improvement in dynamic performance compared to the traditional linear control. © 2023 ieee.

关键词： Uninterruptible power systems

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HENO-MAC: Hybrid Energy Harvesting-based Energy Neutral Operation MAC Protocol for Delay-Sensitive IoT applications 25

HENO-MAC: Hybrid Energy Harvesting-based Energy Neutral Oper...

引用

ieee Wireless Communications and Networking conference (ieee WCNC)

作者： Sarang, Sohail Stojanovic, Goran M. Drieberg, Micheal Jeoti, Varun Valkama, Mikko Univ Novi Sad Fac Tech Sci Novi Sad 21000 Serbia Univ Teknol PETRONAS Dept Elect & Elect Engn Seri Iskandar 32610 Perak Malaysia Tampere Univ Dept Elect Engn Tampere 33720 Finland

ISBN: (纸本)9798350303582;9798350303599

The Internet of Things (IoT) technology uses small and cost-effective sensors for various applications, such as Industrial IoT. However, these sensor nodes are powered by fixed-size batteries, which creates a trade-off between network performance and long-term sustainability. Moreover, some applications require the network to provide a certain level of service, such as a lower delay for critical data, while ensuring the operational reliability of sensor nodes. To address this energy challenge, external energy harvesting sources, such as solar and wind, offer promising and eco-friendly solutions. However, the available energy from a single energy source is insufficient to meet these requirements. This drives the utilization of a hybrid energy harvesting approach, such as the integration of solar and wind energy harvesters, to increase the amount of harvested energy. Nevertheless, to fully utilize the available energy, which is dynamic in nature, the sensor node must adapt its operation to ensure sustainable operation and enhanced network performance. Therefore, this paper proposes a hybrid energy harvesting-based energy neutral operation (ENO) medium access control (MAC) protocol, called HENO-MAC, that allows the receiver node to harvest energy from the solar-wind harvesters and adapt its duty cycle accordingly. The performance of the proposed HENO-MAC was evaluated using the latest realistic solar and wind data for two consecutive days in GreenCastalia. The simulation results demonstrate that the duty cycle mechanism of HENO-MAC effectively utilizes the harvested energy to achieve ENO and uses the available energy resources efficiently to reduce the packet delay for all packets and the highest priority packet by up to 28.5% and 27.3%, respectively, when compared with other existing MAC protocols.

关键词： Hybrid energy harvesting energy neutral operation MAC protocol duty cycle delay-sensitive application sensor network IoT

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Data Reconstruction and Short-Term Forecasting of Distributed Photovoltaic Based on GAN & LSTM 14

Data Reconstruction and Short-Term Forecasting of Distribute...

引用

14th ieee International conference on Cyber technology in Automation, control, and Intelligent Systems, CYBER 2024

作者： Song, Huiyu Huang, Xiaoguang Li, Dayang Chen, Shisheng Zhang, Junhua Chen, Haodong Electric Power Control Center of Jiangmen Power Supply Bureau Jiangmen China

ISBN: (纸本)9798331506056

To forecast the output power of distributed photovoltaic accurately, a short-time forecasting method based on generative adversarial networks (GAN) and long short-term memory (LSTM) is proposed in this paper. Firstly, GAN is applied to date reconstruction in processing the primitive data of distributed photovoltaic (PV), which aims to eliminate the abnormal value and interpolate the missing value. Then, the short-term forecasting of distributed PV is realized by LSTM. And the accuracy of LSTM is improved by introducing bidirectional channel mechanism, deepening the network structure, and freezing training. In the experiments, a distributed PV power plant in Australia is taken as an example to carry out correlational study on distributed PV data processing and short-term forecasting. The proposed bidirectional LSTM (Bi-LSTM) method is compared with isolation forest, density-based spatial clustering of applications with noise algorithm, and GAN. The experiments results verify that the proposed data processing method is more effective than statistical methodology and the deepened Bi-LSTM performs better than other forecasting methods. © 2024 ieee.

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Practical Implementation and Comparative Analysis of SPWM Techniques Using Fuzzy Logic control on FPGA-Based Seven-Level Inverter for Power Quality Enhancement 22

Practical Implementation and Comparative Analysis of SPWM Te...

引用

22nd ieee Student conference on Research and Development, SCOReD 2024

作者： Thenon, Ali Ahmad Hussein, Taha Ahmed Northern Technical University Department of Electrical Engineering Techniques Mosul Iraq

ISBN: (纸本)9798331510077

This paper practically implements and compares different Sinusoidal Pulse Width Modulation (SPWM) techniques on a grid-connected seven-level Cascaded H-Bridge Multilevel Inverter (CHBMLI). The implementation is performed using Intel MAX 10 FPGA technology. A Zero Crossing Detector (ZCD) with hysteresis and Phase Locked Loop (PLL) realized within the FPGA is used for grid synchronization. A further expansion applied the Fuzzy Logic controller (FLC) for control of power injected into the grid, thus reducing THD in total and improving the quality of power. Finally, the paper prescribed vigilance to SPWM techniques including Phase Shifted PWM (PSPWM), Phase Disposition PWM (PDPWM), Phase Opposition Disposition PWM (PODPWM), Alternate Phase Opposition Disposition PWM (APODPWM) and Saw-tooth Rotation PWM (SRPWM). PSPWM technology combining fuzzy logic control processes emerged with the least current THD and enhanced power qualities thus recommended for application in microgrid applications. © 2024 ieee.

关键词： Phase locked loops

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Research on Blockchain-Based Data Sharing and Access control Model

Research on Blockchain-Based Data Sharing and Access Control...

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2023 ieee International conference on Image Processing and Computer applications, ICIPCA 2023

作者： He, Xiahua Gao, Weijun Lanzhou University of Technology Lanzhou China

ISBN: (纸本)9798350314670

To address the issues of privacy protection and user access control in electronic health record (EHR) sharing process, this research proposes a blockchain-based secure EHR sharing and access control model to improve the security of EHR and enhance the management of user access rights. This model is built on Hyperledger Fabric (abbreviated as Fabric) to obtain performance optimization and scalable applications. Using edge computing nodes to store large amounts of medical data and several access control policies, the ciphertext policy attribute-based encryption mechanism (CP-ABE) provides flexible and stable encryption protection for the data in the model;the eXtensible access control markup language (XACML) provides fine-grained access control for the model. We also introduce Ether Universe, a hybrid cross-chain technology that combines a sidechain model and a notary mechanism, into the model to facilitate information interaction among independent blockchains. Finally, we show through extensive experimental tests that the model has good operational stability and high data processing performance, and can provide reasonable record and permission control during user access to EHR data. © 2023 ieee.

关键词： Access control

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