2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)最新文献

Concepts for Cargo Ground Handling of Unmanned Cargo Aircrafts and Their Influence on the Supply Chain 无人货机货物地面处理的概念及其对供应链的影响

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-11-28 DOI: 10.1109/LISS.2018.8593214

P. Meincke, Lukas Asmer, Leonard Geike, Hendrik Wiarda

{"title":"Concepts for Cargo Ground Handling of Unmanned Cargo Aircrafts and Their Influence on the Supply Chain","authors":"P. Meincke, Lukas Asmer, Leonard Geike, Hendrik Wiarda","doi":"10.1109/LISS.2018.8593214","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593214","url":null,"abstract":"The steadily growing share of air freight transport in the entire logistics industry is mainly due to the three major advantages of speed, safety and reliability. To meet the rising demands, automated transport and delivery processes are increasingly used. As part of the DLR (German Aerospace Center) research project Automated Low Altitude Delivery (ALAADy), a fully automated Unmanned Cargo Aircraft (UCA) with a payload of one ton under the precondition of the Minimum Risk Configuration is being developed. The theoretical and practical concepts of this topic were examined within the study under the premise that “No infrastructure exits at destination” in order to obtain the most automated process possible for future logistics. Our study shows that the interaction between an UCA and an automated robotic container-system solves both problems of the penultimate and the last mile within the logistics chain. Furthermore, the concepts of ground handling and the development of unmanned systems, including their present capabilities, were studied theoretically to design a model representing basic ground handling processes of Unmanned Aircraft Vehicles (UAVs). The intention was to create a base for further research on this matter by targeting the key requirements for ground handling processes of UCAs in the given concepts. We found out that our obtained findings, approaches for an automated turnaround of an UAV can therefore serve as a basis for future analyses in UCA ground handling and last miles logistics.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131983100","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

THUS: An Efficient Two-stage Hierarchical Algorithm for Categorical Data Clustering 分类数据聚类的一种有效的两阶段分层算法

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593256

Xuedong Gao, Minghan Yang, Guiying Wei

引用次数: 0

A Data-driven Fault Prediction Method for LNG Engine City Buses LNG发动机城市客车数据驱动故障预测方法

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593221

Rongjia Song, Lei Huang, YiHan Xue, J. Vanthienen

{"title":"A Data-driven Fault Prediction Method for LNG Engine City Buses","authors":"Rongjia Song, Lei Huang, YiHan Xue, J. Vanthienen","doi":"10.1109/LISS.2018.8593221","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593221","url":null,"abstract":"Traditional methods of fault detection and diagnosis for vehicles are mainly based on expert knowledge, signal analytics and chemical experiments, which lead to subjectivity, uncertainty and hysteresis somewhat. Motivated by this problem, we propose a novel data-driven method using Rough Set theory and Random Forest algorithm for constructing the predictive model from CAN-BUS data, bus maintenance system, bus daily schedule system and relevant weather data, which is able to reduce fault detection deviation resulting from excessive reliance on expert knowledge. More specifically, we utilize the Rough Set theory for extracting key attributes relevant to LNG bus faults. Then, Random Forest algorithm is applied for model construction of the fault prediction. This method provides the opportunity to predict bus faults during the bus operating. Moreover, the effectiveness of model constructed has been validated using real-world data showing very promising results with precision, recall and F1- score all above 0.8. In addition, key attributes extracted are useful for monitoring the bus fault. This predictive model is able to pre-identify LNG engine city buses with potential fault risks, which is important information for improving bus maintenance processes to avoid extra costs.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129215943","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

Recovery and Pricing Decision of Supply Chain in Mixed Competition Game 混合竞争博弈下供应链的回收与定价决策

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593238

Tao Yang

引用次数: 1

Optimizing Production Line Balance Based on Witness Simulation 基于Witness仿真的生产线平衡优化

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593241

Fulong Xiao, Liping Shao

{"title":"Optimizing Production Line Balance Based on Witness Simulation","authors":"Fulong Xiao, Liping Shao","doi":"10.1109/LISS.2018.8593241","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593241","url":null,"abstract":"Based on the current LCD (Liquid Crystal Display) module production line type S-S00A(SEL315V3-S00A), this paper studies the production line of liquid-crystal module with the method of industrial engineering and simulation method. Firstly, the process of the production line of the liquid crystal module is analyzed, and the cycle time of the production line is measured in 24 seconds, and the rate of the production line balance is 60.3%. With the witness software simulation platform used, it is found that the working hours are not high and the proportion of idle time is about 40%. The production process of liquid-crystal module production is analyzed by process analysis. Combining the 5W1H (What, Why, Where, When, Who, How) question technology and ECRS (Eliminate, Combine, Rearrange, Simplify) principle to optimize the production process, the processes cancel 3 times handling, cancel 5 times checks, merge several operations, and reduce the five workers. Finally, simulation model of optimized production line of liquid-crystal module is established, and the simulation results show that the workload for each station basic at 80%, improving the utilization rate of hours. The cycle time of the optimized liquid crystal module production line is 18 seconds. The production line balance rate is 85.56%, increasing by 25%.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115671659","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

The Correlation of Interest Rates between Online Peer-to-Peer Lending and Traditional Financial Markets 网络p2p借贷与传统金融市场的利率相关性研究

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593239

Ying Qian, Yizhen Wang

引用次数: 0

Integration of TOC and ERP in Production Planning 在生产计划中整合TOC和ERP

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593237

D. Lin, C. K. Lee, Xin Zhou

{"title":"Integration of TOC and ERP in Production Planning","authors":"D. Lin, C. K. Lee, Xin Zhou","doi":"10.1109/LISS.2018.8593237","DOIUrl":"https://doi.org/10.1109/LISS.2018.8593237","url":null,"abstract":"The manufacture of high-quality products at comparatively low-cost has gradually become the mainstream. Our study arranges the production planning by integrating the bottleneck-breaking concept of theory of constraints (TOC) and the enterprise resources planning (ERP). We use it to provide timely and relevant information on resource and production progress, which is a critical issue for the production planning. Through analyzing the manufacturing characteristics, we further integrate the drum-buffer-rope (DBR) method to synchronize production to the constraint to achieve the following objects: First, the company can easily identify the bottleneck and allocate its valuable resources to the bottleneck. Second, in process management, the company can set the pace of other operation activities according to the drum of the bottleneck with the assistance of continuous information feed. Third, the proposed method is capable to improve the production performance in terms of cycle time and capacity utilization. A practical case is presented to demonstrate how TOC and ERP can effectively integrated and implemented for production planning.","PeriodicalId":338998,"journal":{"name":"2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116960014","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

An Evolutionary Game Model of Online-food Safety Regulation 网络食品安全监管的演化博弈模型

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593264

Hao Zhang, Yu Liu

引用次数: 1

Quantification of Abrupt Driving Maneuver Utilizing ETC 2.0 Probe Data: A Case Study in Japan 利用ETC 2.0探测数据量化汽车的突发性驾驶机动:以日本为例

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593263

H. Matsushita, Takaki Hayashi

引用次数: 0

Comparative Analysis of Line Plans of Intercity Railway Using Different Train Stopping Patterns 不同停靠方式城际铁路线路规划的比较分析

2018 8th International Conference on Logistics, Informatics and Service Sciences (LISS) Pub Date : 2018-08-01 DOI: 10.1109/LISS.2018.8593272

Jun Chen, L. Nie, Huiling Fu

引用次数: 2