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2020 International Conference on Electrical Engineering and Control Technologies (CEECT)最新文献

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A tri-generation system based Micro-Grid Energy management: A deep reinforcement learning Approach 基于三代系统的微电网能量管理:一种深度强化学习方法
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298589
Hasan Saeed Qazi, Nian Liu, Tong Wang, Arsalan Masood, Babar Sattar
{"title":"A tri-generation system based Micro-Grid Energy management: A deep reinforcement learning Approach","authors":"Hasan Saeed Qazi, Nian Liu, Tong Wang, Arsalan Masood, Babar Sattar","doi":"10.1109/CEECT50755.2020.9298589","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298589","url":null,"abstract":"The Combined cooling, heating and power (CCHP) systems based Micro-Grid (MG) provide a substitute to coup the energy concern issue such as energy scarcity, secure energy transmission and distribution, flue gas outpouring control, and economic stabilization and efficiency of power system. The fluctuation of renewable energy sources (RS) and multiple load demands, i.e. Electrical, Thermal and cooling, challenges the CCHP based MG efficient economic operation. For diverse operating situations adaptability and to enhance the reliability and economic performance, the deep reinforcement learning (DRL) is proposed for CCHP based MG in this article. To reduce the operational cost (OC) and improve the energy utilization the MG model is presented on base of Markov Decision Process (MDP). For further enhancement and applicability to energy management concern of MG an improve DRL algorithm called Distributed proximal policy optimization (DPPO) is introduce. To find the optimal policies, the MG operator (agent) will be trained for diverse operating situation for the efficient response to emergency conditions. Simulations are carried out and the merits of proposed model is presented in results.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115245336","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}
引用次数: 2
Review Of Reference Current Identification 参考电流鉴定回顾
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298651
Sibulele Mtakati, P. Freere
{"title":"Review Of Reference Current Identification","authors":"Sibulele Mtakati, P. Freere","doi":"10.1109/CEECT50755.2020.9298651","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298651","url":null,"abstract":"Active power filters are required to compensate for the harmonic distortion of the supply arising from downstream nonlinear loads by identifying the distortion of the load current and injecting a compensating current into the ac system. Crucial to the compensation performance of the filter is the identification of the reference current. In the design process, explicit consideration of the elements of the reference current is necessary to achieve harmonic current cancellation, reactive power compensation, load balancing and neutral current compensation. Upstream poor quality supply voltage compromises the identification process and thus the compensation effectiveness. In this paper, a review is made of the significance of the elements that make up the reference current and their consideration or limitation in various reference identification methods.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128389510","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}
引用次数: 1
Learning Locomotion For Legged Robots Based on Reinforcement Learning: A Survey 基于强化学习的腿式机器人学习运动研究进展
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298680
Jinghong Yue
{"title":"Learning Locomotion For Legged Robots Based on Reinforcement Learning: A Survey","authors":"Jinghong Yue","doi":"10.1109/CEECT50755.2020.9298680","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298680","url":null,"abstract":"The legged robot can adapt to almost any kind of complex terrain and overcome all kinds of obstacles. So to this day, many people are working on using leg-based robots for complex locomotion tasks. It is tractable and difficult to achieve the agile locomotion of quadruped robots. Conventional controllers always need a lot of professional experience and lots of time to debug and tune the parameters. Deep reinforcement learning(DRL) can learn the effective skills from trails directly in practice, which holds the promising to overcome the limitation of the conventional controllers. Therefore, we have surveyed the current research working on learning locomotion skills via DRL techniques; and compare two commonly used DRL algorithms to learn the locomotion skills on a constructed simulation task.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133023382","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}
引用次数: 8
An investigation on digital signal processing for coherent optical communication system with advanced modulation format 先进调制格式相干光通信系统数字信号处理研究
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298642
Simiao Huang
{"title":"An investigation on digital signal processing for coherent optical communication system with advanced modulation format","authors":"Simiao Huang","doi":"10.1109/CEECT50755.2020.9298642","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298642","url":null,"abstract":"In recent years, many new applications such as cloud computing, Internet of Things (IoT), artificial intelligence (AI) are developing rapidly, which put large capacity requirements on communication network. Coherent optical communication systems based on advanced modulation format have been extensively studied to improve transmission capacity. High-order modulation format requires a better signal-to-noise ratio (SNR) for signal receiving. However, the various damages in transmission links would decrease SNR. In this paper, digital signal processing (DSP) techniques are investigated to compensate signal damages, including Time-domain equalization (TDE) algorithm to compensate chromatic dispersion (CD), constant mode algorithm (CMA) and direct decision least mean square (DD-LMS) algorithm to compensate polarization mode dispersion (PMD), fourth power algorithm to correct frequency deviation, Viterbi & Viterbi and Blind Phase Search (BPS) algorithms to estimate phase noise. Moreover, constellation shaping technology is also discussed to make the transmission capacity closer to Shannon limit.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129147718","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}
引用次数: 1
Instance Segmentation Model for Substation Equipment Based on Mask R-CNN* 基于掩码R-CNN的变电设备实例分割模型
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298600
Nannan Yan, Taiji Zhou, Chunjie Gu, A. Jiang, Wenlian Lu
{"title":"Instance Segmentation Model for Substation Equipment Based on Mask R-CNN*","authors":"Nannan Yan, Taiji Zhou, Chunjie Gu, A. Jiang, Wenlian Lu","doi":"10.1109/CEECT50755.2020.9298600","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298600","url":null,"abstract":"Accurate instance segmentation of substation equipment scene image is beneficial to eliminating background interference and completing more efficient fault detection tasks. However, it is difficult to segment complex substation scenes with a large number of substation equipment. In this paper, we propose a substation equipment image dataset. On this dataset, we train and evaluate substation equipment segmentation models based on mask-RCNN. The experimental results show that our model has more than 69.1% mAp in the verification set, and has good segmentation effect in different scenes and lighting conditions. We also try to introduce the automatic data augmentation into the model training to expand the dataset and further improve the model performance, but the experimental results show that using more data augmentation methods cannot improve the model’s mAP. In addition, based on a smaller bimodal dataset of visible light and temperature map, we compare the effect of the instance segmentation models based on visible light and temperature map. The experimental results show that the segmentation model based on visible light is more accurate than the temperature map model.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131349365","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}
引用次数: 3
Multi-objective Reactive Power Optimization Model Based on Ancillary Services Pricing 基于辅助服务定价的多目标无功优化模型
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298618
Xiang Zhongming, Shi Bolong, Wu Chang, Xie Yongsheng, Li Zhen, Li Suirong
{"title":"Multi-objective Reactive Power Optimization Model Based on Ancillary Services Pricing","authors":"Xiang Zhongming, Shi Bolong, Wu Chang, Xie Yongsheng, Li Zhen, Li Suirong","doi":"10.1109/CEECT50755.2020.9298618","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298618","url":null,"abstract":"The power market reform puts forward higher requirements for the reactive power auxiliary service mechanism and reactive power optimization control of power system. It’s an important subject to optimize the regulation and control of reactive power resources with reactive power auxiliary services pricing. Firstly, this paper adopts a three-section pricing theory based on market principle of ancillary services. Secondly cost of reactive power ancillary services is analyzed under leading phase operation and lag phase operation. Finally, multi-objective reactive power optimization model is proposed considering cost of reactive power ancillary services in electricity market. Simulations, in an actual power system of Zhejiang Province, verify the effectiveness, economy and balance of multi-objective reactive power optimization model, which meets the practical application requirements in electricity market.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120956595","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}
引用次数: 4
Technical and Economic Analysis of Power System Flexible Resources 电力系统柔性资源的技术经济分析
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298616
Jing Zhang, Tao Zhang, Yuou Hu, Fubo Cui, Liang Han, Yun He, Zhengkan Liao
{"title":"Technical and Economic Analysis of Power System Flexible Resources","authors":"Jing Zhang, Tao Zhang, Yuou Hu, Fubo Cui, Liang Han, Yun He, Zhengkan Liao","doi":"10.1109/CEECT50755.2020.9298616","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298616","url":null,"abstract":"With the increase in the proportion of renewable energy, the demand for flexibility in the power system is growing rapidly. The power system needs to build flexible resources to ensure the adequacy of regulation capacity. This paper sorts out the definition of flexibility of power system and the main flexibility requirements that power system faces at present. Based on the analysis of system flexibility requirements, the technical characteristics of flexibility resources in the system are investigated and compared, and the technical suitability of flexibility resources for different flexibility requirements is analyzed. On this basis, this paper proposes two economic calculation models to rank flexibility resources economically. Finally, suggestions for the construction of flexible resources are proposed for the system with high demand for low valley peak shaving.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"511 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132558727","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}
引用次数: 1
Research on Highly Selective In-situ Fast Protection for Distribution Network 配电网高选择性原位快速保护研究
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/CEECT50755.2020.9298655
Hua Fan, L. Weng, Bin Yu, Xinglong Feng, Kailong Huo, Chao Wang
{"title":"Research on Highly Selective In-situ Fast Protection for Distribution Network","authors":"Hua Fan, L. Weng, Bin Yu, Xinglong Feng, Kailong Huo, Chao Wang","doi":"10.1109/CEECT50755.2020.9298655","DOIUrl":"https://doi.org/10.1109/CEECT50755.2020.9298655","url":null,"abstract":"In order to improve the selectivity and quick action of the distribution network protection, this paper proposes different in-situ fast protection configuration schemes according to different structures of the distribution network. By shortening the action time limit set according to the ladder principle, it is possible to realize multi-level fast protection. The actual engineering proves that the fast protection configuration scheme proposed in this article can effectively shorten the power outage range of phase-to-phase short-circuit faults. Improve the selectivity and quickness of distribution network protection, which has wide applicability and high promotion and application value.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117142519","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}
引用次数: 0
[Title page] (标题页)
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/ceect50755.2020.9298656
{"title":"[Title page]","authors":"","doi":"10.1109/ceect50755.2020.9298656","DOIUrl":"https://doi.org/10.1109/ceect50755.2020.9298656","url":null,"abstract":"","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"253 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115007131","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}
引用次数: 0
The business power consumption manage model innovation of State Grid JIBEI Electric Power Company based on the mobile application 国网冀北电力公司基于移动应用的业务用电量管理模式创新
2020 International Conference on Electrical Engineering and Control Technologies (CEECT) Pub Date : 2020-12-01 DOI: 10.1109/ceect50755.2020.9298609
Chao Xiong, Beibei Sun, Yiming Xue, Dacheng Li
{"title":"The business power consumption manage model innovation of State Grid JIBEI Electric Power Company based on the mobile application","authors":"Chao Xiong, Beibei Sun, Yiming Xue, Dacheng Li","doi":"10.1109/ceect50755.2020.9298609","DOIUrl":"https://doi.org/10.1109/ceect50755.2020.9298609","url":null,"abstract":"The rise of mobile application technology provides a new channel for the enrichment of enterprise energy management and mode innovation. In this paper, the enterprise energy management mode based on mobile application technology is innovatively proposed. Combined with the new mode of enterprise energy management, the enterprise energy management app is developed. The app provides a new and comprehensive data platform for enterprise energy management through the access of energy consuming enterprises and data collection of energy consumption units.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126852634","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}
引用次数: 1
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