Network Challenges for Cyber Physical Systems with Tiny Wireless Devices: A Case Study on Reliable Pipeline Condition Monitoring

The synergy of computational and physical network components leading to the Internet of Things, Data and Services has been made feasible by the use of Cyber Physical Systems (CPSs). CPS engineering promises to impact system condition monitoring for a diverse range of fields from healthcare, manufacturing, and transportation to aerospace and warfare. CPS for environment monitoring applications completely transforms human-to-human, human-to-machine and machine-to-machine interactions with the use of Internet Cloud. A recent trend is to gain assistance from mergers between virtual networking and physical actuation to reliably perform all conventional and complex sensing and communication tasks. Oil and gas pipeline monitoring provides a novel example of the benefits of CPS, providing a reliable remote monitoring platform to leverage environment, strategic and economic benefits. In this paper, we evaluate the applications and technical requirements for seamlessly integrating CPS with sensor network plane from a reliability perspective and review the strategies for communicating information between remote monitoring sites and the widely deployed sensor nodes. Related challenges and issues in network architecture design and relevant protocols are also provided with classification. This is supported by a case study on implementing reliable monitoring of oil and gas pipeline installations. Network parameters like node-discovery, node-mobility, data security, link connectivity, data aggregation, information knowledge discovery and quality of service provisioning have been reviewed.

[1]  Chenyang Lu,et al.  A Holistic Approach to Decentralized Structural Damage Localization Using Wireless Sensor Networks , 2008, 2008 Real-Time Systems Symposium.

[2]  Ming Li,et al.  Visiting Power Laws in Cyber-Physical Networking Systems , 2012 .

[3]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.

[4]  Brian Mergelas,et al.  Pinpointing Leaks in Water Transmission Mains , 2004 .

[5]  Kamal Youcef-Toumi,et al.  Relay node placement in wireless sensor networks for pipeline inspection , 2014, 2013 American Control Conference.

[6]  A. Daneels,et al.  Selection and evaluation of commercial SCADA systems for the controls of the CERN LHC experiments , 1999 .

[7]  Yong Yang,et al.  A Sensor-cyber Network Testbed for Plume Detection, Identification, and Tracking , 2007, 2007 6th International Symposium on Information Processing in Sensor Networks.

[8]  Kamal Youcef-Toumi,et al.  Design of a Novel In-Pipe Reliable Leak Detector , 2015, IEEE/ASME Transactions on Mechatronics.

[9]  Deborah Estrin,et al.  Sensor networks: a bridge to the physical world , 2004 .

[10]  Feng Xia,et al.  QoS Challenges and Opportunities in Wireless Sensor/Actuator Networks , 2008, Sensors.

[11]  Ejaz Ahmed,et al.  High-throughput transmission-quality-aware broadcast routing in cognitive radio networks , 2014, Wirel. Networks.

[12]  Feng Xia,et al.  Network QoS Management in Cyber-Physical Systems , 2008, 2008 International Conference on Embedded Software and Systems Symposia.

[13]  Paulo S. Motta Pires,et al.  Security Aspects of SCADA and Corporate Network Interconnection: An Overview , 2006, 2006 International Conference on Dependability of Computer Systems.

[14]  Vlad Trifa,et al.  Towards the Web of Things: Web Mashups for Embedded Devices , 2009 .

[15]  Jamil Enani Corrosion control in oil and gas pipelines , 2016 .

[16]  Muhammad Zeeshan,et al.  A spectrum exploitation scheme with channel assignment for Genetic Algorithm based adaptive-array smart antennas in cognitive radio networks , 2012, 2012 IEEE International Conference on Communications (ICC).

[17]  Daniel Mossé,et al.  Generic framework for design, modeling and simulation of cyber physical systems , 2008, SIGBED.

[18]  Jiafu Wan,et al.  Issues and Challenges of Wireless Sensor Networks Localization in Emerging Applications , 2012, 2012 International Conference on Computer Science and Electronics Engineering.

[19]  T. Kaneko,et al.  In-pipe wireless micro locomotive system , 1999, MHS'99. Proceedings of 1999 International Symposium on Micromechatronics and Human Science (Cat. No.99TH8478).

[20]  Boon-Hee Soong,et al.  PipeSense: A framework architecture for in-pipe water monitoring system , 2009, 2009 IEEE 9th Malaysia International Conference on Communications (MICC).

[21]  Mohamed F. Younis,et al.  A novel wireless sensor and actor network framework for autonomous monitoring and maintenance of lifeline infrastructures , 2012, 2012 IEEE International Conference on Communications (ICC).

[22]  Panganamala Ramana Kumar,et al.  Cyber–Physical Systems: A Perspective at the Centennial , 2012, Proceedings of the IEEE.

[23]  Ayan Banerjee,et al.  Ensuring Safety, Security, and Sustainability of Mission-Critical Cyber–Physical Systems , 2012, Proceedings of the IEEE.

[24]  Boon-Hee Soong,et al.  Framework of WSN based human centric cyber physical in-pipe water monitoring system , 2010, 2010 11th International Conference on Control Automation Robotics & Vision.

[25]  M.D. Ilic,et al.  Modeling future cyber-physical energy systems , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[26]  Shiyong Zhang,et al.  Secure Fault Tolerance in Wireless Sensor Networks , 2008, 2008 IEEE 8th International Conference on Computer and Information Technology Workshops.

[27]  Ian F. Akyildiz,et al.  MISE-PIPE: Magnetic induction-based wireless sensor networks for underground pipeline monitoring , 2011, Ad Hoc Networks.

[28]  David John Hill,et al.  Distributed fibre optic sensors for pipeline protection , 2009 .

[29]  L. Nachman,et al.  PIPENET: A Wireless Sensor Network for Pipeline Monitoring , 2007, 2007 6th International Symposium on Information Processing in Sensor Networks.

[30]  Jiafu Wan,et al.  Advances in Cyber-Physical Systems Research , 2011, KSII Trans. Internet Inf. Syst..

[31]  Magdy A. Bayoumi,et al.  Remote Measuring for Sand in Pipelines Using Wireless Sensor Network , 2011, IEEE Transactions on Instrumentation and Measurement.

[32]  Gabor Karsai,et al.  Toward a Science of Cyber–Physical System Integration , 2012, Proceedings of the IEEE.

[33]  Muhammad Zeeshan,et al.  A capacity and minimum guarantee-based service class-oriented scheduler for LTE networks , 2013, EURASIP J. Wirel. Commun. Netw..

[34]  Daniele Bulfone,et al.  Accelerator and large experimental physics control systems : proceedings of the 7th International Conference on Accelerator and Large Experimental Physics Control Systems, 4-8 October 1999, Trieste, Italy : ICALEPCS 99 , 2000 .

[35]  Noman Akbar,et al.  I2csmart: an identity-management-based cognition-enabled cooperative smartphone [point of view] , 2013, Proc. IEEE.

[36]  Emad A. Felemban,et al.  Wireless Sensor Networks in Next Generation Communication Infrastructure: Vision and Challenges , 2014, ICCSA.

[37]  David W Kurtz Developments in a Free-Swimming Acoustic Leak Detection System for Water Transmission Pipelines , 2006 .

[38]  Ting Zhu,et al.  Leakage-aware energy synchronization for wireless sensor networks , 2009, MobiSys '09.

[39]  Sandeep K. S. Gupta,et al.  Energy-Efficient Thermal-Aware Task Scheduling for Homogeneous High-Performance Computing Data Centers: A Cyber-Physical Approach , 2008, IEEE Transactions on Parallel and Distributed Systems.

[40]  J. Zhang,et al.  Designing a cost-effective and reliable pipeline leak-detection system , 1997 .

[41]  Deborah Estrin,et al.  Habitat monitoring with sensor networks , 2004, CACM.

[42]  Eduardo F. Nakamura,et al.  Information fusion for wireless sensor networks: Methods, models, and classifications , 2007, CSUR.

[43]  N. C. Turner,et al.  Hardware and Software Techniques for Pipeline Integrity and Leak Detection Monitoring , 1991 .

[44]  Akira Mita,et al.  Pipeline monitoring using acoustic principal component analysis recognition with the Mel scale , 2009 .

[45]  José M. F. Moura,et al.  Modeling of Future Cyber–Physical Energy Systems for Distributed Sensing and Control , 2010, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[46]  Ragunathan Rajkumar A Cyber–Physical Future , 2012, Proceedings of the IEEE.

[47]  O. Hunaidi,et al.  1 Acoustic Methods for Locating Leaks in Municipal Water Pipe Networks , 2004 .

[48]  Jiafu Wan,et al.  A survey of Cyber-Physical Systems , 2011, 2011 International Conference on Wireless Communications and Signal Processing (WCSP).

[49]  YangQuan Chen,et al.  Optimal mobile actuator/sensor network motion strategy for parameter estimation in a class of cyber physical systems , 2009, 2009 American Control Conference.

[50]  David A. Wagner,et al.  TinySec: a link layer security architecture for wireless sensor networks , 2004, SenSys '04.

[51]  Min Chen,et al.  Simulation Modeling of Cyber-Physical Systems Exemplified by Unmanned Vehicles with WSNs Navigation , 2012 .

[52]  Yan Wu,et al.  Wireless sensor network: Water distribution monitoring system , 2008, 2008 IEEE Radio and Wireless Symposium.

[53]  Feng Xia,et al.  From machine-to-machine communications towards cyber-physical systems , 2013, Comput. Sci. Inf. Syst..

[54]  Chenyang Lu,et al.  Multi-Application Deployment in Shared Sensor Networks Based on Quality of Monitoring , 2010, 2010 16th IEEE Real-Time and Embedded Technology and Applications Symposium.

[55]  Alex Talevski,et al.  The role of wireless sensor networks (WSNs) in industrial oil and gas condition monitoring , 2010, 4th IEEE International Conference on Digital Ecosystems and Technologies.

[56]  Feng Xia,et al.  Wireless Sensor/Actuator Network Design for Mobile Control Applications , 2007, Sensors.

[57]  Feng Xia,et al.  Evaluating IEEE 802.15.4 for Cyber-Physical Systems , 2011, EURASIP J. Wirel. Commun. Netw..

[58]  Ian F. Akyildiz,et al.  XLP: A Cross-Layer Protocol for Efficient Communication in Wireless Sensor Networks , 2010, IEEE Transactions on Mobile Computing.

[59]  John S. Heidemann,et al.  SWATS: Wireless sensor networks for steamflood and waterflood pipeline monitoring , 2011, IEEE Network.

[60]  Yan Huang,et al.  Integration of Wireless Sensor Networks in Environmental Monitoring Cyber Infrastructure , 2009 .

[61]  J L Sperl System pinpoints leaks on Point Arguello offshore line , 1991 .

[62]  Hyoukryeol Choi,et al.  Differential-drive in-pipe robot for moving inside urban gas pipelines , 2005, IEEE Transactions on Robotics.

[63]  Hagen Schempf,et al.  Explorer: Untethered Real-Time Gas Main Assessment Robot System , 2003 .

[64]  Sangkyum Kim,et al.  Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems , 2010, 2010 IEEE International Conference on Data Mining.

[65]  Yu-Chee Tseng,et al.  Pervasive and Mobile Computing ( ) – Pervasive and Mobile Computing Review from Wireless Sensor Networks towards Cyber Physical Systems , 2022 .

[66]  Wenqiang Wang,et al.  The National Weather Sensor Grid: a large-scale cyber-sensor infrastructure for environmental monitoring , 2010, Int. J. Sens. Networks.

[67]  Prasant Misra,et al.  Supporting cyber-physical systems with wireless sensor networks : An outlook of software and services , 2013 .

[68]  Tarek F. Abdelzaher,et al.  SenseWorld: Towards Cyber-Physical Social Networks , 2008, 2008 International Conference on Information Processing in Sensor Networks (ipsn 2008).

[69]  Ana Sokolova,et al.  Information-Acquisition-as-a-Service for Cyber-Physical Cloud Computing , 2010, HotCloud.

[70]  Emad A. Felemban,et al.  A Method for Distributed Pipeline Burst and Leakage Detection in Wireless Sensor Networks Using Transform Analysis , 2014, Int. J. Distributed Sens. Networks.

[71]  Luca Mottola,et al.  Programming wireless sensor networks , 2011, ACM Comput. Surv..

[72]  Cecilia Mascolo,et al.  SenShare: Transforming Sensor Networks into Multi-application Sensing Infrastructures , 2012, EWSN.

[73]  Feng Zhao,et al.  Tiny web services: design and implementation of interoperable and evolvable sensor networks , 2008, SenSys '08.

[74]  Ejaz Ahmed,et al.  Channel Assignment Algorithms in Cognitive Radio Networks: Taxonomy, Open Issues, and Challenges , 2016, IEEE Communications Surveys & Tutorials.

[75]  Feng Xia,et al.  Cyber-Physical Control over Wireless Sensor and Actuator Networks with Packet Loss , 2010, ArXiv.

[76]  Jiafu Wan,et al.  A General Test Platform for Cyber-Physical Systems: Unmanned Vehicle with Wireless Sensor Network Navigation , 2011 .

[77]  Carolyn L. Talcott,et al.  Toward Distributed Declarative Control of Networked Cyber-Physical Systems , 2010, UIC.

[78]  Franco Zambonelli,et al.  Looking ahead in pervasive computing: Challenges and opportunities in the era of cyber-physical convergence , 2012, Pervasive Mob. Comput..

[79]  Emad A. Felemban,et al.  Reliable monitoring of oil and gas pipelines using wireless sensor network (WSN) — REMONG , 2014, 2014 9th International Conference on System of Systems Engineering (SOSE).

[80]  T.S. Lande,et al.  Wireless Sensor Networks for Off-shore Oil and Gas Installations , 2008, 2008 Second International Conference on Sensor Technologies and Applications (sensorcomm 2008).

[81]  Sang Hyuk Son,et al.  Real-Time Data Services for Cyber Physical Systems , 2008, 2008 The 28th International Conference on Distributed Computing Systems Workshops.

[82]  Indranil Gupta,et al.  Congestion control for spatio-temporal data in cyber-physical systems , 2010, ICCPS '10.

[83]  Chong Shen,et al.  Remote container monitoring with wireless networking and Cyber-Physical System , 2010, 2010 Global Mobile Congress.

[84]  Chenyang Lu,et al.  Cyber-Physical Codesign of Distributed Structural Health Monitoring with Wireless Sensor Networks , 2014, IEEE Trans. Parallel Distributed Syst..

[85]  S. Manesis,et al.  A Survey of Applications of Wireless Sensors and Wireless Sensor Networks , 2005, Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, 2005..

[86]  Mehwish Nasim,et al.  Hierarchical MIMO: A clustering approach for Ad hoc wireless sensor networks , 2010, 2010 44th Annual Conference on Information Sciences and Systems (CISS).

[87]  Yunhao Liu,et al.  Sensor Network Navigation without Locations , 2009, INFOCOM.