首页 > 最新文献

2018 Chinese Control And Decision Conference (CCDC)最新文献

英文 中文
Stability analysis of continuous-time linear system with sampled-data observer 具有采样数据观测器的连续时间线性系统稳定性分析
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407341
H. Fang, Wenhai Chen, Lixin Gao
In this paper, the stability problem of continuous-time linear system via sampled output is investigated. By assumption that only sampled output can be available, a sampled-data based state observer is provided, by which a controller is constructed for the continuous-time linear system. By using the Lyapunov approach, the stability problem is addressed via our provided control law. Finally, a simulation example is provided to illustrate the efficiency of the theoretical analysis.
本文研究了连续时间线性系统经采样输出的稳定性问题。在假设只有采样输出可用的前提下,给出了基于采样数据的状态观测器,并以此构造了连续时间线性系统的控制器。利用李雅普诺夫方法,通过我们提供的控制律来解决稳定性问题。最后,通过仿真实例验证了理论分析的有效性。
{"title":"Stability analysis of continuous-time linear system with sampled-data observer","authors":"H. Fang, Wenhai Chen, Lixin Gao","doi":"10.1109/CCDC.2018.8407341","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407341","url":null,"abstract":"In this paper, the stability problem of continuous-time linear system via sampled output is investigated. By assumption that only sampled output can be available, a sampled-data based state observer is provided, by which a controller is constructed for the continuous-time linear system. By using the Lyapunov approach, the stability problem is addressed via our provided control law. Finally, a simulation example is provided to illustrate the efficiency of the theoretical analysis.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125162249","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
Fuzzy output-feedback control for nonlinear stochastic systems with unknown-time-delays 未知时滞非线性随机系统的模糊输出反馈控制
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8408077
Xiao Min, Shaocheng Tong, Yong-ming Li, Wei Wu
In this paper, an observer-based adaptive fuzzy backstepping control approach is proposed for a class of uncertain nonlinear stochastic systems with the immeasurable states and unknown-time-delays. The fuzzy logic systems are used to approximate the unknown nonlinear functions, and a fuzzy state observer is designed to estimate the unmeasured states. By combining the backstepping design technique, an observer-based adaptive fuzzy control method is developed. It is proved that the proposed adaptive fuzzy control approach can not only guarantee that all the signals of the closed-loop system are semi-globally uniformly ultimately bounded (SGUUB) in mean square, but also the output of the system converge to a small neighborhood of the origin.
针对一类具有不可测状态和未知时滞的不确定非线性随机系统,提出了一种基于观测器的自适应模糊反步控制方法。利用模糊逻辑系统逼近未知非线性函数,设计模糊状态观测器估计未测状态。结合反步设计技术,提出了一种基于观测器的自适应模糊控制方法。证明了所提出的自适应模糊控制方法不仅能保证闭环系统的所有信号在均方上是半全局一致最终有界的,而且系统的输出收敛到原点的一个小邻域。
{"title":"Fuzzy output-feedback control for nonlinear stochastic systems with unknown-time-delays","authors":"Xiao Min, Shaocheng Tong, Yong-ming Li, Wei Wu","doi":"10.1109/CCDC.2018.8408077","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8408077","url":null,"abstract":"In this paper, an observer-based adaptive fuzzy backstepping control approach is proposed for a class of uncertain nonlinear stochastic systems with the immeasurable states and unknown-time-delays. The fuzzy logic systems are used to approximate the unknown nonlinear functions, and a fuzzy state observer is designed to estimate the unmeasured states. By combining the backstepping design technique, an observer-based adaptive fuzzy control method is developed. It is proved that the proposed adaptive fuzzy control approach can not only guarantee that all the signals of the closed-loop system are semi-globally uniformly ultimately bounded (SGUUB) in mean square, but also the output of the system converge to a small neighborhood of the origin.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129652027","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
Identifying influence for community in complex networks 识别复杂网络中对社区的影响
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8408061
Mingli Lei, Daijun Wei
Community property has been found in many real complex networks. Identifying influence of community is open issue in complex networks. In this paper, we develop method for identifying influence of community, in which community structure is divided by hierarchical agglomerative algorithm (HAA), communities is converted nodes using renormaliztion process, and then a renormalized network is obtained. Then, using state of critical functionality (SCF), influences of nodes of renormalized networks are identified. The proposed method is applied to analyze influence of community of 9/11 terrorist network. The results show that the method is efficient in identifying influential community of complex networks.
夫妻共有财产存在于许多现实的复杂网络中。在复杂网络中,社区影响力的识别是一个开放性问题。本文提出了一种识别社区影响的方法,该方法利用层次聚类算法(HAA)对社区结构进行划分,利用重正化过程对社区节点进行转换,从而得到一个重正化网络。然后,利用临界功能状态(SCF)识别重归一化网络中节点的影响。将该方法应用于9.11恐怖网络社区影响分析。结果表明,该方法能够有效地识别复杂网络中有影响的群体。
{"title":"Identifying influence for community in complex networks","authors":"Mingli Lei, Daijun Wei","doi":"10.1109/CCDC.2018.8408061","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8408061","url":null,"abstract":"Community property has been found in many real complex networks. Identifying influence of community is open issue in complex networks. In this paper, we develop method for identifying influence of community, in which community structure is divided by hierarchical agglomerative algorithm (HAA), communities is converted nodes using renormaliztion process, and then a renormalized network is obtained. Then, using state of critical functionality (SCF), influences of nodes of renormalized networks are identified. The proposed method is applied to analyze influence of community of 9/11 terrorist network. The results show that the method is efficient in identifying influential community of complex networks.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129657183","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
A fast image enhancement algorithm for highway tunnel pedestrian detection 高速公路隧道行人检测的快速图像增强算法
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407726
Li Yongxue, Zhao Min, Sun Dihua
Pedestrian detection is a necessary means of support in modern traffic management. The error and miss detection rate of traditional pedestrian detection are high due to uneven illumination, dim environment in the tunnel, and the blurred monitored image, which makes it difficult for the subsequent identification. Therefore, in this paper, a fast image enhancement algorithm based on imaging model constraint is proposed and narrowed to the pedestrian ROI in the pavement near the street under the scene of highway tunnel. First, the method uses the combination of global atmospheric light and partitioned atmospheric light to estimate the local atmospheric light. Second, transmission is estimated based on the formula derived from the imaging model constraints. Third, the method uses constant instead of illumination to balance tunnel image illumination. Last, the tunnel image is enhanced according to the imaging model. Furthermore, because of the algorithm's real-time requirement, we propose a narrowing region method to thoroughly improve the overall computing efficiency. Considering about the characteristics of high way tunnel, which is a blurred scene and has difficulty recognizing the foreground from the background, we adopt a method of multi-feature integration to detect the enhanced image. Experimental and comparative analysis results show that the proposed method can rapidly and effectively enhance the tunnel image, and improve the effect of pedestrian detection in high way.
行人检测是现代交通管理中必不可少的辅助手段。传统的行人检测由于光照不均匀、隧道内环境昏暗、监控图像模糊等原因,导致检测错误率和漏检率较高,给后续识别带来困难。因此,本文提出了一种基于成像模型约束的快速图像增强算法,并将算法范围缩小到公路隧道场景下街道附近人行道的行人ROI。该方法首先采用全局大气光和分区大气光相结合的方法估计局部大气光;其次,根据成像模型约束导出的公式估计透射率。第三,采用常数代替照度来平衡隧道图像的照度。最后,根据成像模型对隧道图像进行增强。此外,由于算法的实时性要求,我们提出了一种缩小区域的方法,以彻底提高整体的计算效率。考虑到高速公路隧道是一个模糊的场景,难以从背景中识别出前景,采用多特征融合的方法对增强图像进行检测。实验和对比分析结果表明,该方法能够快速有效地增强隧道图像,提高高速公路行人检测的效果。
{"title":"A fast image enhancement algorithm for highway tunnel pedestrian detection","authors":"Li Yongxue, Zhao Min, Sun Dihua","doi":"10.1109/CCDC.2018.8407726","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407726","url":null,"abstract":"Pedestrian detection is a necessary means of support in modern traffic management. The error and miss detection rate of traditional pedestrian detection are high due to uneven illumination, dim environment in the tunnel, and the blurred monitored image, which makes it difficult for the subsequent identification. Therefore, in this paper, a fast image enhancement algorithm based on imaging model constraint is proposed and narrowed to the pedestrian ROI in the pavement near the street under the scene of highway tunnel. First, the method uses the combination of global atmospheric light and partitioned atmospheric light to estimate the local atmospheric light. Second, transmission is estimated based on the formula derived from the imaging model constraints. Third, the method uses constant instead of illumination to balance tunnel image illumination. Last, the tunnel image is enhanced according to the imaging model. Furthermore, because of the algorithm's real-time requirement, we propose a narrowing region method to thoroughly improve the overall computing efficiency. Considering about the characteristics of high way tunnel, which is a blurred scene and has difficulty recognizing the foreground from the background, we adopt a method of multi-feature integration to detect the enhanced image. Experimental and comparative analysis results show that the proposed method can rapidly and effectively enhance the tunnel image, and improve the effect of pedestrian detection in high way.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129908803","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
Stock price prediction based on Grey Relational Analysis and support vector regression 基于灰色关联分析和支持向量回归的股票价格预测
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407547
Xianxian Hou, Shaohan Zhu, Li Xia, Gang Wu
Stock market data is extremely large and complicated. In stock prediction research, the selection of technical indicators has not a scientific theory as a guide. This paper proposes a novel method based on Grey Relational Analysis to select the technical indicators. Then make predictions by Support Vector Regression that optimized by improved fruit fly optimization algorithm. Firstly, the fruit fly optimization algorithm is improved by decreasing footstep and simulated annealing. Secondly, the improved fruit fly optimization algorithm is adopted to optimize the penalty factor c and the kernel function parameter g of the support vector regression. Finally, modeling and forecasting of the stock price with optimized support vector regression are conducted and some simulation experiments are carried out. The Support Vector Regression is adept at analyzing small size and multi-dimensional samples, so it is suitable for short-term stock prediction. By comparing with other three methods, the one this paper proposed could fast convergence and improve the accuracy of forecasting and is an efficient and feasible method.
股票市场的数据极其庞大和复杂。在股票预测研究中,技术指标的选择一直没有一个科学的理论作为指导。本文提出了一种基于灰色关联分析的技术指标选择方法。然后利用改进果蝇优化算法优化后的支持向量回归进行预测。首先,通过减小步长和模拟退火对果蝇优化算法进行改进。其次,采用改进的果蝇优化算法对支持向量回归的惩罚因子c和核函数参数g进行优化。最后,利用优化的支持向量回归对股票价格进行建模和预测,并进行了仿真实验。支持向量回归擅长分析小样本和多维样本,因此适合短期股票预测。通过与其他三种方法的比较,本文提出的方法收敛速度快,提高了预测精度,是一种有效可行的方法。
{"title":"Stock price prediction based on Grey Relational Analysis and support vector regression","authors":"Xianxian Hou, Shaohan Zhu, Li Xia, Gang Wu","doi":"10.1109/CCDC.2018.8407547","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407547","url":null,"abstract":"Stock market data is extremely large and complicated. In stock prediction research, the selection of technical indicators has not a scientific theory as a guide. This paper proposes a novel method based on Grey Relational Analysis to select the technical indicators. Then make predictions by Support Vector Regression that optimized by improved fruit fly optimization algorithm. Firstly, the fruit fly optimization algorithm is improved by decreasing footstep and simulated annealing. Secondly, the improved fruit fly optimization algorithm is adopted to optimize the penalty factor c and the kernel function parameter g of the support vector regression. Finally, modeling and forecasting of the stock price with optimized support vector regression are conducted and some simulation experiments are carried out. The Support Vector Regression is adept at analyzing small size and multi-dimensional samples, so it is suitable for short-term stock prediction. By comparing with other three methods, the one this paper proposed could fast convergence and improve the accuracy of forecasting and is an efficient and feasible method.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126874375","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: 7
Study on electromagnetic ultrasonic testing method for determining solidified shell thickness during continuous casting 电磁超声检测连铸凝固壳厚度的方法研究
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407260
Qi Ouyang, Mengxue Hu, Xinglan Zhang, Siming Wei, Wen-qiang Peng
One of the areas in the high-temperature continuous casting process that has not been definitively addressed is a method for accurately determining of solidified shell thickness. Therefore, this paper investigates a novel method for non-destructive detection of the solidified shell thickness based on the electromagnetic ultrasonic (EMA) technology. In this method, an electromagnetic ultrasonic transducer (EMAT) was utilized for exciting ultrasonic waves in the continu­ous casting slab. According to the fact that the propagation velocity of ultrasonic waves is a considerable difference in the solid and liquid metal, the TOF delay caused by the reflection and refraction at a solid-liquid interface of ultrasonic waves has been analyzed. Furthermore, studies on the effect of solidification shell thickness on ultrasonic echoes have been carried out by finite element simulation. Through the construction of the experimental platform, the measured data show close agreement with the simulation results and thus verify the reasonable and feasible of the proposed method which can provide reference for on-line detection of solidified shell thickness during continuous casting.
在高温连铸工艺中尚未得到明确解决的一个领域是精确确定凝固壳厚度的方法。为此,本文研究了一种基于电磁超声(EMA)技术的固化壳体厚度无损检测新方法。该方法利用电磁超声换能器对连铸板坯进行超声激励。根据超声波在固体金属和液态金属中传播速度有较大差异的事实,分析了超声波在固液界面处的反射和折射引起的TOF延迟。此外,采用有限元模拟方法研究了凝固壳厚度对超声回波的影响。通过实验平台的搭建,实测数据与仿真结果吻合较好,验证了所提方法的合理性和可行性,可为连铸过程中凝固壳厚度的在线检测提供参考。
{"title":"Study on electromagnetic ultrasonic testing method for determining solidified shell thickness during continuous casting","authors":"Qi Ouyang, Mengxue Hu, Xinglan Zhang, Siming Wei, Wen-qiang Peng","doi":"10.1109/CCDC.2018.8407260","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407260","url":null,"abstract":"One of the areas in the high-temperature continuous casting process that has not been definitively addressed is a method for accurately determining of solidified shell thickness. Therefore, this paper investigates a novel method for non-destructive detection of the solidified shell thickness based on the electromagnetic ultrasonic (EMA) technology. In this method, an electromagnetic ultrasonic transducer (EMAT) was utilized for exciting ultrasonic waves in the continu­ous casting slab. According to the fact that the propagation velocity of ultrasonic waves is a considerable difference in the solid and liquid metal, the TOF delay caused by the reflection and refraction at a solid-liquid interface of ultrasonic waves has been analyzed. Furthermore, studies on the effect of solidification shell thickness on ultrasonic echoes have been carried out by finite element simulation. Through the construction of the experimental platform, the measured data show close agreement with the simulation results and thus verify the reasonable and feasible of the proposed method which can provide reference for on-line detection of solidified shell thickness during continuous casting.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126879382","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
Research on visual information accessible website design system control 视觉信息无障碍网站设计系统控制研究
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407347
Shunde Li, Yang Qin, Ming-Yuan Yang
With the widely promotion of the internet technology, people are more and more focused on the design and experience of the humanized websites. Therefore visual accessibility website design has become respected. This paper mainly designs visual accessibility website for users with disabilities., and uses the principle of barrier free design philosophy of first application and architecture and industrial design for reference, which is also called general design principles, in order to analyze the problems to be solved of accessibility website design. Meanwhile, it solved the problem of webpage dynamic image visual accessibility control optimization by STML technology (multimedia integrated language technology), and tried to set up sound and image or video synchronous design by SMIL technology[1].in order to accomplish webpage time control. Finall it evaluated real using effect of disabled users by taking WCAG2.0 Web Content Accessibility Guidelines as standard, and took the conclusion parameters as the future website design reference.
随着互联网技术的广泛推广,人性化网站的设计和体验越来越受到人们的关注。因此,视觉无障碍网站设计受到了人们的重视。本文主要为残障用户设计视觉无障碍网站。,并借鉴以应用为先的无障碍设计理念和建筑与工业设计的原则,也称为通用设计原则,来分析无障碍网站设计要解决的问题。同时,利用STML技术(多媒体集成语言技术)解决了网页动态图像视觉可达性控制优化问题,并尝试利用SMIL技术建立声音与图像或视频同步设计[1]。以实现网页时间的控制。最后以WCAG2.0 Web Content Accessibility Guidelines为标准,对残障用户的实际使用效果进行评估,并将结论参数作为未来网站设计的参考。
{"title":"Research on visual information accessible website design system control","authors":"Shunde Li, Yang Qin, Ming-Yuan Yang","doi":"10.1109/CCDC.2018.8407347","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407347","url":null,"abstract":"With the widely promotion of the internet technology, people are more and more focused on the design and experience of the humanized websites. Therefore visual accessibility website design has become respected. This paper mainly designs visual accessibility website for users with disabilities., and uses the principle of barrier free design philosophy of first application and architecture and industrial design for reference, which is also called general design principles, in order to analyze the problems to be solved of accessibility website design. Meanwhile, it solved the problem of webpage dynamic image visual accessibility control optimization by STML technology (multimedia integrated language technology), and tried to set up sound and image or video synchronous design by SMIL technology[1].in order to accomplish webpage time control. Finall it evaluated real using effect of disabled users by taking WCAG2.0 Web Content Accessibility Guidelines as standard, and took the conclusion parameters as the future website design reference.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129074096","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
Multi-objective optimization of scrap steel electric furnace SCC scheduling considering CO2 emission and minimization of maximal heat waiting time 考虑CO2排放和最大热等待时间最小化的废钢电炉SCC调度多目标优化
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407804
Ye Yang, Weida Chen, Li Wei
Under the carbon emission reduction policy, iron and steel enterprises are faced with huge pressure of carbon emission reduction. In the process of melting scrap steels using electric furnaces, the heats (jobs) are always assigned with different processing routes, and types of the parallel electric furnaces at each production stage are usually different. First, combining these characteristics, a model considering carbon emission and minimization of maximal heat waiting time for multi-objective optimization of scrap steel electric furnace steelmaking and continuous casting (SCC) scheduling is built. Three objectives, i.e. carbon emission, maximal heat waiting time and makespan, are involved in the model. Then the non-dominated sorting genetic algorithm-II (NSGA-II) suitable for solving the problem is designed accordingly. Finally, the numerical analysis shows that the algorithm can obtain satisfactory solution, considering the objective of minimizing maximal heat waiting time is beneficial to avoid the risk of rescheduling, and the research can help decision makers achieve the target of carbon emission reduction ensuring continuous and efficient SCC production.
在碳减排政策下,钢铁企业面临着巨大的碳减排压力。在使用电炉熔化废钢的过程中,加热(作业)总是被分配不同的加工路线,并且在每个生产阶段并联电炉的类型通常不同。首先,结合上述特点,建立了考虑碳排放和最大热等待时间最小化的废钢电炉炼钢连铸调度多目标优化模型。模型涉及碳排放、最大热等待时间和最大完工时间三个目标。在此基础上,设计了适合求解该问题的非支配排序遗传算法-ⅱ(nsga -ⅱ)。最后,数值分析表明,该算法能够得到满意的解,考虑到最小化最大热等待时间的目标有利于避免重调度的风险,该研究可以帮助决策者实现碳减排的目标,保证连续高效的SCC生产。
{"title":"Multi-objective optimization of scrap steel electric furnace SCC scheduling considering CO2 emission and minimization of maximal heat waiting time","authors":"Ye Yang, Weida Chen, Li Wei","doi":"10.1109/CCDC.2018.8407804","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407804","url":null,"abstract":"Under the carbon emission reduction policy, iron and steel enterprises are faced with huge pressure of carbon emission reduction. In the process of melting scrap steels using electric furnaces, the heats (jobs) are always assigned with different processing routes, and types of the parallel electric furnaces at each production stage are usually different. First, combining these characteristics, a model considering carbon emission and minimization of maximal heat waiting time for multi-objective optimization of scrap steel electric furnace steelmaking and continuous casting (SCC) scheduling is built. Three objectives, i.e. carbon emission, maximal heat waiting time and makespan, are involved in the model. Then the non-dominated sorting genetic algorithm-II (NSGA-II) suitable for solving the problem is designed accordingly. Finally, the numerical analysis shows that the algorithm can obtain satisfactory solution, considering the objective of minimizing maximal heat waiting time is beneficial to avoid the risk of rescheduling, and the research can help decision makers achieve the target of carbon emission reduction ensuring continuous and efficient SCC production.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129214769","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
Traffic sign detection and recognition via transfer learning 基于迁移学习的交通标志检测与识别
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8408160
Liu Wei, Lu Run-ge, L. Xiaolei
Automatic driving has become a extremely hot issue in recent years, and the detection of stop signs is critical for autonomous driving. Different from precious methods in which target features were extracted and then feed to SVM classifier to classify different types of traffic signs, this paper introduces a kind of transfer learning method based on the convolutional neural network(CNN). A deep convolution neural network is trained using a large data sets, and then a valid region convolutional neural network(RCNN) detection can be obtained through a small amount of traffic standard training samples. At the end of this paper, the classic GTSDB data sets and some other data of shenzhen university town are used to show the effectiveness of the transfer learning approach.
近年来,自动驾驶已经成为一个非常热门的话题,而停车标志的检测对于自动驾驶来说至关重要。不同于传统的将目标特征提取出来,再输入到SVM分类器中对不同类型的交通标志进行分类的方法,本文提出了一种基于卷积神经网络(CNN)的迁移学习方法。利用大量的数据集训练深度卷积神经网络,然后通过少量的交通标准训练样本得到有效的区域卷积神经网络(RCNN)检测。本文最后利用经典的GTSDB数据集和深圳大学城的一些其他数据来证明迁移学习方法的有效性。
{"title":"Traffic sign detection and recognition via transfer learning","authors":"Liu Wei, Lu Run-ge, L. Xiaolei","doi":"10.1109/CCDC.2018.8408160","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8408160","url":null,"abstract":"Automatic driving has become a extremely hot issue in recent years, and the detection of stop signs is critical for autonomous driving. Different from precious methods in which target features were extracted and then feed to SVM classifier to classify different types of traffic signs, this paper introduces a kind of transfer learning method based on the convolutional neural network(CNN). A deep convolution neural network is trained using a large data sets, and then a valid region convolutional neural network(RCNN) detection can be obtained through a small amount of traffic standard training samples. At the end of this paper, the classic GTSDB data sets and some other data of shenzhen university town are used to show the effectiveness of the transfer learning approach.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129228228","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: 16
Research on rapid modeling method and simulation platform of the gas-steam combined cycle system 燃气-蒸汽联合循环系统快速建模方法及仿真平台研究
Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407838
T. Xu, Yang Hou, X. Tian, S. Chai, Chong-ming Song, Jia-song Luo, Yujie Quo, Xin-lei Wang
Aiming at the gas-steam combined cycle system models with complex algorithm structures, the single algorithm simulation software cannot build a friendly man-machine interface. Existing hybrid programming methods that combine MATLAB tools and the foreground interface are restricted by the algebraic loop structure in models and are not able to be applied. A distributed modeling and simulation platform with self-defined interfaces is proposed, which utilizes database as a medium to realize data storage and interaction between the server and clients. And implementation in the gas-steam combined cycle system showed that the proposed platform gave full play to advantages of rapid prototyping's fast iteration, complex control computing capability and the environment-friendly clients' interface. The proposed platform holds effective real-time simulation, strong confidentiality, flexibility, and versatility, which satisfies mass data's simulation and storage need for multiple clients.
针对算法结构复杂的燃气-蒸汽联合循环系统模型,单一算法仿真软件无法建立友好的人机界面。现有的将MATLAB工具与前景界面相结合的混合规划方法受模型代数环结构的限制,无法应用。提出了一种具有自定义接口的分布式建模与仿真平台,该平台以数据库为媒介,实现数据存储和客户端与服务器之间的交互。在燃气-蒸汽联合循环系统中的应用表明,该平台充分发挥了快速成型迭代快、复杂控制计算能力强、客户端界面友好等优点。该平台具有实时性强、保密性强、灵活性强、通用性强等特点,能够满足多客户端海量数据的仿真和存储需求。
{"title":"Research on rapid modeling method and simulation platform of the gas-steam combined cycle system","authors":"T. Xu, Yang Hou, X. Tian, S. Chai, Chong-ming Song, Jia-song Luo, Yujie Quo, Xin-lei Wang","doi":"10.1109/CCDC.2018.8407838","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407838","url":null,"abstract":"Aiming at the gas-steam combined cycle system models with complex algorithm structures, the single algorithm simulation software cannot build a friendly man-machine interface. Existing hybrid programming methods that combine MATLAB tools and the foreground interface are restricted by the algebraic loop structure in models and are not able to be applied. A distributed modeling and simulation platform with self-defined interfaces is proposed, which utilizes database as a medium to realize data storage and interaction between the server and clients. And implementation in the gas-steam combined cycle system showed that the proposed platform gave full play to advantages of rapid prototyping's fast iteration, complex control computing capability and the environment-friendly clients' interface. The proposed platform holds effective real-time simulation, strong confidentiality, flexibility, and versatility, which satisfies mass data's simulation and storage need for multiple clients.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130573640","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
期刊
2018 Chinese Control And Decision Conference (CCDC)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1