{"title":"Image based tiny fire detection in a grid environment using human geometric constrains","authors":"Lei Chen, Weili Xue","doi":"10.1109/CEECT53198.2021.9672331","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672331","url":null,"abstract":"Smoking detection is critical for fire safety in the grid facility environment. The vision-based smoking detection algorithm plays a key role to prevent a fire in grid facility environment. However, traditional methods based on target detection remain challenging in the realistic scenario, such as that it can not correctly distinguish whether a tiny object is a cigarette. In this paper, based on human geometric constraints(HGC), we propose a method which combines action recognition and target detection. First, in order to remove irrelevant action frames, we extract human skeletal key points from relevant frames using HGC algorithm, and build a smoking action dataset. Second, we train a neural network with the dataset of smoking action and then combine the deep learning-based target detection method to refine the judgment of smoking action with the bounding box extracted by skeletal points. Comprehensive experimental results demonstrate that our proposed method removes about 90% interfering action frames, improves average precision of the network from 77% to 82% in our dataset.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122685979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
K. Qian, Jie Li, Yafei Li, Yi Liu, Haoze Li, L. Tan
{"title":"Research on Power Module Optimization Based on 3.3kW Electric Vehicle Wireless Charging System","authors":"K. Qian, Jie Li, Yafei Li, Yi Liu, Haoze Li, L. Tan","doi":"10.1109/CEECT53198.2021.9672615","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672615","url":null,"abstract":"A comprehensive optimization method for reliability, efficiency and power density is proposed, which is suitable for 3.3kW electric vehicle wireless charging system. Firstly, the influence mechanism of different elements in the design and development of power module on the performance index of power module is studied. Then the main circuit topology of the power module of the 3.3kW electric vehicle wireless charging system is analyzed. Finally, the optimization measures of theoretical design and practical layout are proposed.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126311080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Distributed Optimal Scheduling of AC/DC Hybrid Distribution Network Based on ADMM","authors":"Fengjie Sun, Aoyang Han, Yong Zhang, Shengqi Zhou, Hongbo Liu, Zijing Zhang","doi":"10.1109/CEECT53198.2021.9672667","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672667","url":null,"abstract":"With the increasing in the penetration rate of energy storage system and distributed generator such as wind power, photovoltaics, electric vehicles in the distribution network, the operation scheduling of the AC/DC hybrid distribution network (AC/DC HDN) becomes one of the current research focuses at the field of Electrical Engineering. However, the traditional centralized optimization scheduling has problems such as large transmission requirements and low computational efficiency. A distributed optimal scheduling model of AC/DC HDN is put forward on the basis of the alternating direction multiplier method (ADMM). The internal coupling relationship of AC/DC HDN adopting the voltage source converter (VSC) is analyzed, and it is decomposed into the AC subsystem, DC subsystem, and VSC subsystem, correspondingly. Aiming at these three subsystems, with the goal of the lowest economic operation cost, a distributed optimization operation model is established respectively, and the alternate iterative solution is performed based on ADMM. Finally, based on the topology structure of the IEEE 33-node example system, related examples are designed to simulate and verify the proposed distributed optimal scheduling of the AC/DC HDN.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116097525","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Joint Scheme for Carrier Frequency Offset Estimation, Carrier Phase Correction and Timing","authors":"Hongbao Zhang","doi":"10.1109/CEECT53198.2021.9672646","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672646","url":null,"abstract":"This paper describes a joint scheme that estimates the carrier frequency offset, carrier phase as well determines the sampling timing. The proposed algorithm is based on the pilot signal, which consists of several training sequences with a good autocorrelation characteristic, such as Barker sequence, pseudo-noise (PN) sequence, etc. By measuring the correlation peak(s), the carrier phase and its change rate at assigned time interval can be derived, as well combined with the over-sampling process at thereceiver side, a near optimal sampling timing can be determined. Depending on the structure of the pilot signal as well the range of the carrier frequency offset (CFO), the carrier phase increment can be derived through one training sequence or two identical sequences. In turn the carrier phase frequency offset estimation can be derived by the measured phase increment. The scheme can be applied in wide range of wireless communication systems, especially for moderate data transmission.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131479982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research and implementation of a new controller for Switched Reluctance Motor","authors":"Wang Bin","doi":"10.1109/CEECT53198.2021.9672326","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672326","url":null,"abstract":"Switched Reluctance Motor (SRM) has the advantages of simple structure, firmness and durability and good speed regulation performance. It is widely used in industrial production. However, the control strategy of SRM and the corresponding hardware and software are the key to ensure its high-quality operation. In this paper, the power converter is designed as a three-phase inverter bridge circuit and adopts a unique symmetrical and uneven excitation mode of 720 º electrical angle one cycle. The hardware and software system of closed-loop control based on AT89C52 single chip microcomputer and speed detection signal is further designed. The excitation sequence of each phase winding is controlled by the main switch circuit through PI regulation and PWM technology, The speed regulation control of SRM is realized. The experimental results show that the design can use a lower current value to make the SRM obtain a larger average torque, increase the motor efficiency, and is conducive to compensating the disadvantage of high phase current peak during SRM operation.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"139 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115739948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hui Guo, Zhicheng Ma, Han Zhang, Qiang Zhou, Dingmei Wang, Qingquan Lv, Xiu-feng Wang
{"title":"the Coordination Mechanism between Medium- and Long-term Market and Spot Market in China","authors":"Hui Guo, Zhicheng Ma, Han Zhang, Qiang Zhou, Dingmei Wang, Qingquan Lv, Xiu-feng Wang","doi":"10.1109/CEECT53198.2021.9672660","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672660","url":null,"abstract":"In recent years, with the trial operation of China's spot market, new requirements have been put forward for the design of the coordination mechanism between med-/long-term transactions and the spot market. Based on the actual development of China's electricity market, this paper studies the coordination mechanism of med-/long-term electricity market and spot market, mainly analyzes the price mechanism of med-/long-term electricity trading, the decomposition of contract electricity in spot market and the settlement of contract deviation electricity, summarizes the latest development achievements in spot market pilot areas, compares the experience in foreign related fields, and provides relevant suggestions considering different development stages of spot market.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124310068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiqiang Zhang, Hejin Xiong, Chang Wang, Yuqiang Cao
{"title":"Research on PMSM Control System with LC Filter","authors":"Zhiqiang Zhang, Hejin Xiong, Chang Wang, Yuqiang Cao","doi":"10.1109/CEECT53198.2021.9672669","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672669","url":null,"abstract":"Adding an LC filter on the inverter side can filter out the switching voltage harmonics, so that the output voltage is approximately sinusoidal. In the permanent magnet synchronous motor control system, the effect of speed control determines to a large extent the static stability of the system and the effect of motor speed and torque output. In order to make the speed control system meet the strict performance requirements, a fractional order PID controller is used in this paper, and a fractional order model of the PMSM control system is established. And through the simulation analysis of the PMSM starting process and the operation of the drag step load. On the premise of ensuring the stability of the system, the system adopting the FO-PID controller has better transient performance and control effect than the system adopting the integer order PID controller.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116135500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shaojing Wang, S. Yang, Peng Xu, Maoxin Ren, Xiangyi Xu
{"title":"Substation Equipment Defect Detection based on Temporal-spatial Similarity Calculation","authors":"Shaojing Wang, S. Yang, Peng Xu, Maoxin Ren, Xiangyi Xu","doi":"10.1109/CEECT53198.2021.9672639","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672639","url":null,"abstract":"Infrared-image-based defect detection is a critical step in automatic inspection of substation power equipment. Problems in recent researches exist such as manual feature extraction lacks transferability and interpretability, and deep learning methods rely too much on object recognition performance. Therefore, a defect detection framework is proposed based on Mask RCNN network and temporal-spatial similarity calculation. The implementation process is to first extract features of original pictures which are used to detect objective equipment position. Then the possible defect region is given by maximum gray level gradient. It is finally determined by temporal-spatial similarity between possible defect equipment and normal equipment of the same kind. Experiments show that, compared with other popular methods, the proposed framework takes multi-factor similarity into consideration, and therefore has a much better precision, bringing a new idea to automatic power equipment inspection.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120941578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Topology Identification for Distribution Network Driven by Diverse Measurement Data","authors":"Zijiing Wang, Keyou Wang, Jin Xu","doi":"10.1109/CEECT53198.2021.9672668","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672668","url":null,"abstract":"The analysis, optimization and control of the power grid becomes more complicated as the scale of renewable energy continues to expand. There are two factors causing the scarcity of accurate distribution network topology and parameters. Firstly, with lots of distributed equipment attached, the distribution network changes topology frequently. Secondly, the amount of monitoring equipment is limited. However, inferring the correct network topology through historical operating data becomes possible crediting to data-driven technology. Current identification methods require full sets of measurements. Unfortunately, actual measurements are generally incomplete and are from various sources. Data sets with this property are defined as diverse measurement data in this paper. Driven by diverse measurement data, a distribution network topology identification algorithm is proposed. Regression method and the branch power flow equation are employed to perform the identification. The analysis of IEEE 7-node and 33-node networks shows that accurate topology identification results are achieved, which indicates the algorithm proposed is robust and suitable for a variety of identification scenarios.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117154262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on Fractional Order PID Control of Bearingless Induction Motor","authors":"Chaozhi He, Hejin Xiong, Z. Ding, Luyao Wang","doi":"10.1109/CEECT53198.2021.9672649","DOIUrl":"https://doi.org/10.1109/CEECT53198.2021.9672649","url":null,"abstract":"Bearingless induction motor(BIM) is a kind of motor which combines the advantages of magnetic bearing and the excellent performance of traditional induction motor. In order to control the multi-variable coupling rotor suspension control system of BIM more quickly and reliably, it is necessary to study several control strategies of BIM suspension system. In this paper, a fractional order PID controller is designed for the suspension control system of BIM to restrain the rotor centroid deviation from the given position during the operation of BIM, and achieve better rotor suspension control effect. Simulation and experimental results show that the proposed control strategy is correct and effective, and can improve the efficient and rapid suppression of vibration caused by rotor mass imbalance, and achieve the purpose of improving the performance of BIM suspension control system.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127369481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}