Lightweight Mashup Middleware for Coal Mine Safety Monitoring and Control Automation

Recently, the frequent coal mine safety accidents have caused serious casualties and huge economic losses. It is urgent for the global mining industry to increase operational efficiency and improve overall mining safety. This paper proposes a lightweight mashup middleware to achieve remote monitoring and control automation of underground physical sensor devices. First, the cluster tree based on ZigBee Wireless Sensor Network (WSN) is deployed in an underground coal mine, and propose an Open Service Gateway initiative (OSGi)-based uniform devices access framework. Then, propose a uniform message space and data distribution model, and also, a lightweight services mashup approach is implemented. With the help of visualization technology, the graphical user interface of different underground physical sensor devices could be created, which allows the sensors to combine with other resources easily. Besides, four types of coal mine safety monitoring and control automation scenarios are illustrated, and the performance has also been measured and analyzed. It has been proved that our lightweight mashup middleware can reduce the costs efficiently to create coal mine safety monitoring and control automation applications.

[1]  Gilles Grimaud,et al.  The Web of Things: Interconnecting Devices with High Usability and Performance , 2009, 2009 International Conference on Embedded Software and Systems.

[2]  Kam-Weng Tam,et al.  A ZigBee-Based Wireless Sensor Network Node for Ultraviolet Detection of Flame , 2011, IEEE Transactions on Industrial Electronics.

[3]  Li Cui,et al.  The Design and Evaluation of a Wireless Sensor Network for Mine Safety Monitoring , 2007, IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference.

[4]  Ben Chen Yang,et al.  The Research on Service-Oriented Virtual Environment Visualization Platform for Coal Mine , 2011 .

[5]  Craig A. Knoblock,et al.  Building Mashups by example , 2008, IUI '08.

[6]  Yunhao Liu,et al.  Nonthreshold-Based Event Detection for 3D Environment Monitoring in Sensor Networks , 2008, IEEE Transactions on Knowledge and Data Engineering.

[7]  Michael J. Brnich,et al.  Sociotechnical communication in an underground mine fire: a study of warning messages during an emergency evacuation , 1993 .

[8]  MengChu Zhou,et al.  Data-Driven Service Composition in Enterprise SOA Solutions: A Petri Net Approach , 2010, IEEE Transactions on Automation Science and Engineering.

[9]  Rumen Kyusakov,et al.  Technologies for SOA-based distributed large scale process monitoring and control systems , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[10]  Zhencai Zhu,et al.  Sensor deployment strategy for chain-type wireless underground mine sensor network , 2008 .

[11]  Jia Zhang,et al.  Time-Aware Service Recommendation for Mashup Creation in an Evolving Service Ecosystem , 2014, 2014 IEEE International Conference on Web Services.

[12]  Giovanni Toffetti Carughi,et al.  A Conceptual Modeling Approach to Business Service Mashup Development , 2009, 2009 IEEE International Conference on Web Services.

[13]  Weihua Zhuang,et al.  Distributed Throughput Optimization for ZigBee Cluster-Tree Networks , 2012, IEEE Transactions on Parallel and Distributed Systems.

[14]  Florian Rosenberg,et al.  Composing RESTful Services and Collaborative Workflows: A Lightweight Approach , 2008, IEEE Internet Computing.

[15]  Jonathon C. Ralston,et al.  Application of signal processing technology for automatic underground coal mining machinery , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[16]  Keith C. Clarke,et al.  Interactive Visual Exploration of a Large Spatio-temporal Dataset: Reflections on a Geovisualization Mashup. , 2007, IEEE Transactions on Visualization and Computer Graphics.

[17]  Karen Page,et al.  Blood on the coal: the effect of organizational size and differentiation on coal mine accidents. , 2009, Journal of safety research.

[18]  Li Li,et al.  End-to-End Service Support for Mashups , 2010, IEEE Transactions on Services Computing.

[19]  Qiang Li,et al.  RestThing: A Restful Web Service Infrastructure for Mash-Up Physical and Web Resources , 2011, 2011 IFIP 9th International Conference on Embedded and Ubiquitous Computing.

[20]  Craig A. Knoblock,et al.  Building Mashups by Demonstration , 2011, TWEB.

[21]  YangWei,et al.  A novel real-time coalminer localization and tracking system based on self-organized sensor networks , 2010 .

[22]  Yunhao Liu,et al.  Underground coal mine monitoring with wireless sensor networks , 2009, TOSN.

[23]  Wentao Zhao,et al.  Notice of RetractionAnalysis of coal mine safety monitoring data based on Column-oriented Database , 2011, 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC).

[24]  Li Miao,et al.  The Research of Coal-mining Control Configuration Software's Real-Time Database , 2010 .

[25]  Zhou Peng,et al.  The Complex Alarming Event Detecting and Disposal Processing Approach for Coal Mine Safety Using Wireless Sensor Network , 2012 .

[26]  Amit P. Sheth,et al.  SA-REST: Semantically Interoperable and Easier-to-Use Services and Mashups , 2007, IEEE Internet Computing.

[27]  Dai Zhi-yin Analysis on Coal Mine Safety Monitoring Data Based on Column-oriented Database , 2013 .

[28]  E. Michael Maximilien,et al.  An Online Platform for Web APIs and Service Mashups , 2008, IEEE Internet Computing.

[29]  M. Ndoh,et al.  Underground mines wireless propagation modeling , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

[30]  Amit P. Sheth,et al.  Services Mashups: The New Generation of Web Applications , 2008, IEEE Internet Computing.

[31]  Yang Wang,et al.  A Novel Real-Time Coal Miner Localization and Tracking System Based on Self-Organized Sensor Networks , 2010, EURASIP J. Wirel. Commun. Netw..

[32]  Ilja Radusch,et al.  pREST: a REST-based protocol for pervasive systems , 2004, 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE Cat. No.04EX975).

[33]  Ferhat Khendek,et al.  Web Services-Based Architecture for the Interactions between End-User Applications and Sink-Less Wireless Sensor Networks , 2007, 2007 4th IEEE Consumer Communications and Networking Conference.

[34]  W. Yu,et al.  Environmental-Adaptive RSSI-Based Indoor Localization , 2009, IEEE Transactions on Automation Science and Engineering.

[35]  Tang Yongzhong Pervasive high reliable monitor and alert system based on EDA , 2009, 2009 Joint Conferences on Pervasive Computing (JCPC).

[36]  Wen Zhang,et al.  Dynamic Control of Data Streaming and Processing in a Virtualized Environment , 2012, IEEE Transactions on Automation Science and Engineering.

[37]  Edwin Naroska,et al.  A service gateway for networked sensor systems , 2004, IEEE Pervasive Computing.