2018 IEEE International Conference on Industrial Internet (ICII)最新文献_第3页

On the Impact of WiFi on 2.4 GHz Industrial IoT Networks 研究WiFi对2.4 GHz工业物联网网络的影响

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00012

Fabian Rincon, Yasuyuki Tanaka, T. Watteyne

引用次数: 5

An Energy-Image Based Multi-Unit Power Load Forecasting System 基于能量图像的多机组电力负荷预测系统

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00016

Chengpei Tang, Shanqing Wang, Chancheng Zhou, Xiaolong Zheng, Hua Li, Xiangjian Shi

{"title":"An Energy-Image Based Multi-Unit Power Load Forecasting System","authors":"Chengpei Tang, Shanqing Wang, Chancheng Zhou, Xiaolong Zheng, Hua Li, Xiangjian Shi","doi":"10.1109/ICII.2018.00016","DOIUrl":"https://doi.org/10.1109/ICII.2018.00016","url":null,"abstract":"Electric energy is one of the most important energy sources for modern industry. The electrical power system is expected to achieve the dynamic balance between electricity generation and electricity consumption, to avoid thriftless excessive generation or power shortage. In this paper, we propose EMPLF, an energy-image based multi-unit power load forecasting system that applies Internet of Things (IoT) techniques on traditional electricity industry. To solve the inaccuracy caused by the diversity of unit power consumption, EM-PLF exploits multiple models to predict the power loads of different units in a factory. To gather the prediction supporting data, we design an embedded device platform to collect the fine-grained power consumption as energy-image snapshots. We also propose the power load prediction algorithm based on Long Short-Term Memory (LSTM) neural network, taking the time correlation of power loads into consideration. We implement and run our system in a real-world factory for more than one year and evaluate its performance with a 500-day real operation data set. The results demonstrate that EM-PLF significantly improves the prediction accuracy.","PeriodicalId":330919,"journal":{"name":"2018 IEEE International Conference on Industrial Internet (ICII)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115170114","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

Current Cyber Security Challenges in ICS ICS当前面临的网络安全挑战

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00013

Animesh Pattanayak, Matt W. Kirkland

引用次数: 10

Message from the ICII 2018 General Chair 2018年ICII总主席致辞

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/icii.2018.00005

I. Crnkovic

{"title":"Message from the ICII 2018 General Chair","authors":"I. Crnkovic","doi":"10.1109/icii.2018.00005","DOIUrl":"https://doi.org/10.1109/icii.2018.00005","url":null,"abstract":"It is my great pleasure to welcome you to the 40th International Conference on Software Engineering in Gothenburg, Sweden. Science and research, as well as the openness to new ideas and new people, are an important part of the Scandinavian culture. Sweden hosts many high technology companies in which software plays an essential role. The Town of Gothenburg, with its two internationally renowned universities, variety of ICT and related companies, with many cultural attractions, and beautiful natural surroundings, welcomes you! This year’s ICSE is unique in at least two respects. ICSE 2018 celebrates its 40th anniversary. During its journey, ICSE has developed to the premier conference in Software Engineering, known for its quality, excellence, attractiveness, and inspirational atmosphere. We pay tribute to the 40th anniversary with a collection of memories of previous conferences printed in a booklet, and with a celebration session gathering all previous chairs to thank them for their devoted and highly successful work. The second unique event of this conference is the celebration of the 50 years of Software Engineering, that is considered to be born at the NATO Software Engineering Conference 1968, held in Garmisch, where the term Software Engineering was established. We honor this event with keynotes which have direct impact of the Software Engineering development and a panel with some of the participants of the 1968 conference.","PeriodicalId":330919,"journal":{"name":"2018 IEEE International Conference on Industrial Internet (ICII)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128832837","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

Low-Power Wide-Area Networks for Industrial Sensing Applications 工业传感应用的低功耗广域网

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00011

P. Sommer, Y. Maret, D. Dzung

{"title":"Low-Power Wide-Area Networks for Industrial Sensing Applications","authors":"P. Sommer, Y. Maret, D. Dzung","doi":"10.1109/ICII.2018.00011","DOIUrl":"https://doi.org/10.1109/ICII.2018.00011","url":null,"abstract":"The Industrial Internet of Things (IIoT) allows to interconnect a large number of devices and sensors to improve the operation of industrial installations and processes. Low-power wireless communication capabilities enable battery-powered condition monitoring applications that avoid the cost of wiring. Low-power wide-area networks (LPWANs) are a novel class of wireless communication systems that are tailored for long-range connectivity at low data rates using resource-constrained devices (e.g., battery-powered wireless sensor nodes). LPWAN protocols are designed to operate in unlicensed parts of the radio-frequency spectrum. As the transmission power within these bands is limited by regulations, LPWAN technologies reduce data transfer rates to operate at a higher link budget and thus provide larger communication ranges than short-range wireless protocols (e.g., Bluetooth, WiFi). In this paper, we provide an overview of the different LPWAN protocols and discuss their integration into industrial sensing applications. In the second part of this study, we present the evaluation results of a multi-week industrial condition monitoring case study with a focus on three selected LPWAN technologies: LoRa, IEEE 802.15.4g, and a proprietary narrow-band communication scheme (TI CC1310 long-range mode). Our experimental results have shown that LoRa modulation provides the largest communication range and reliability in our industrial indoor setup followed by the TI CC1310 narrowband communication protocol. However, IEEE 802.15.4g is a viable choice for scenarios where a smaller link budget (and thus smaller range) are required as it consumes about an order of magnitude less energy to send a radio packet compared to the other protocols in our test.","PeriodicalId":330919,"journal":{"name":"2018 IEEE International Conference on Industrial Internet (ICII)","volume":"366 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114501959","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: 11

TagLeak: Non-Intrusive and Battery-Free Liquid Leakage Detection with Backscattered Signals TagLeak:使用反向散射信号的非侵入式无电池液体泄漏检测

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00-16

Junchen Guo, Ting Wang, Meng Jin, Songzhen Yang, Chengkun Jiang, Long Liu, Yuan He

{"title":"TagLeak: Non-Intrusive and Battery-Free Liquid Leakage Detection with Backscattered Signals","authors":"Junchen Guo, Ting Wang, Meng Jin, Songzhen Yang, Chengkun Jiang, Long Liu, Yuan He","doi":"10.1109/ICII.2018.00-16","DOIUrl":"https://doi.org/10.1109/ICII.2018.00-16","url":null,"abstract":"Leakage detection is a crucial issue for factories with numerous pipelines and valves. Conventional methods for leakage detection are mainly rely on manual checking, which results in both high delay and low accuracy. In this paper, we propose TagLeak, a real-time and low-cost system for automatic leakage detection with commercial off-the-shelf (COTS) RFID devices. The key intuition behind TagLeak is that the leaked liquid around tags will change their phase and RSSI (Received Signal Strength Indicator) readings. Multiple challenges need to be addressed before we can turn the idea into a functional system, including: i) it is difficult to detect the slight signal variation that caused by the leaked liquid, based on the coarse-grained RSSI sequence; ii) multipath and interferences can undermine the tags signal, making the variation caused by leaked liquid more difficult to detect. We propose solutions to these challenges and evaluate the systems performance in different environments. The experimental results tell that TagLeak achieves a higher than 90.2% true positive rate (TPR) while keeps false positive rate (FPR) below 14.3%. Moreover, as an exploration of the industrial Internet, we have deployed TagLeak in a real-world digital twin system Pavatar for liquid leakage detection in an ultra-high-voltage converter station (UHVCS).","PeriodicalId":330919,"journal":{"name":"2018 IEEE International Conference on Industrial Internet (ICII)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122988801","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

Brightics-IoT: Towards Effective Industrial IoT Platforms for Connected Smart Factories Brightics-IoT:为互联智能工厂打造有效的工业物联网平台

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00024

Hyokeun Choi, Jaeseung Song, Kyuyull Yi

引用次数: 12

Helping IT and OT Defenders Collaborate 帮助IT和OT防御者协作

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/icii.2018.00036

Glenn A. Fink, P. McKenzie

引用次数: 0

A Serverless IoT Architecture for Smart Waste Management Systems 智能废物管理系统的无服务器物联网架构

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00034

Eyhab Al-Masri, Ibrahim Diabate, Richa Jain, M. H. Lam, Swetha Reddy Nathala

引用次数: 25

QoS-Aware IIoT Microservices Architecture 支持qos的IIoT微服务架构

2018 IEEE International Conference on Industrial Internet (ICII) Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00030

Eyhab Al-Masri

引用次数: 11