Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
research-article

Harvest Energy from the Water: A Self-Sustained Wireless Water Quality Sensing System

Published: 20 September 2017 Publication History

Abstract

Water quality data is incredibly important and valuable, but its acquisition is not always trivial. A promising solution is to distribute a wireless sensor network in water to measure and collect the data; however, a drawback exists in that the batteries of the system must be replaced or recharged after being exhausted. To mitigate this issue, we designed a self-sustained water quality sensing system that is powered by renewable bioenergy generated from microbial fuel cells (MFCs). MFCs collect the energy released from native magnesium oxidizing microorganisms (MOMs) that are abundant in natural waters. The proposed energy-harvesting technology is environmentally friendly and can provide maintenance-free power to sensors for several years. Despite these benefits, an MFC can only provide microwatt-level power that is not sufficient to continuously power a sensor. To address this issue, we designed a power management module to accumulate energy when the input voltage is as low as 0.33V. We also proposed a radio-frequency (RF) activation technique to remotely activate sensors that otherwise are switched off in default. With this innovative technique, a sensor’s energy consumption in sleep mode can be completely avoided. Additionally, this design can enable on-demand data acquisitions from sensors. We implement the proposed system and evaluate its performance in a stream. In 3-month field experiments, we find the system is able to reliably collect water quality data and is robust to environment changes.

References

[1]
Ala Al-Fuqaha, Mohsen Guizani, Mehdi Mohammadi, Mohammed Aledhari, and Moussa Ayyash. 2015. Internet of things: A survey on enabling technologies, protocols, and applications. IEEE Communications Surveys 8 Tutorials 17, 4 (2015), 2347--2376.
[2]
He Ba, Ilker Demirkol, and Wendi Heinzelman. 2010. Feasibility and benefits of passive RFID wake-up radios for wireless sensor networks. In 2010 IEEE Global Telecommunications Conference (GLOBECOM’10). IEEE, 1--5.
[3]
Bernhard Buchli, Felix Sutton, Jan Beutel, and Lothar Thiele. 2014. Dynamic power management for long-term energy neutral operation of solar energy harvesting systems. In Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems. ACM, 31--45.
[4]
Jiming Chen, Kejie Cao, Keyong Li, and Youxian Sun. 2011. Distributed sensor activation algorithm for target tracking with binary sensor networks. Cluster Computing 14, 1 (2011), 55--64.
[5]
Jiming Chen, Weiqiang Xu, Shibo He, Youxian Sun, Preetha Thulasiraman, and Xuemin Shen. 2010. Utility-based asynchronous flow control algorithm for wireless sensor networks. IEEE Journal on Selected Areas in Communications 28, 7 (2010), 1116--1126.
[6]
Xiaojiang Du, Mohsen Guizani, Yang Xiao, and Hsiao-Hwa Chen. 2007a. Two tier secure routing protocol for heterogeneous sensor networks. IEEE Transactions on Wireless Communications 6, 9 (2007), 3395--3401.
[7]
Zhuwei Du, Haoran Li, and Tingyue Gu. 2007b. A state of the art review on microbial fuel cells: A promising technology for wastewater treatment and bioenergy. Biotechnology Advances 25, 5 (2007), 464--482.
[8]
Lingkun Fu, Peng Cheng, Yu Gu, Jiming Chen, and Tian He. 2013. Minimizing charging delay in wireless rechargeable sensor networks. In Proceedings of the 32nd IEEE International Conference on Computer Communications. 2922--2930.
[9]
Zhangjie Fu, Fengxiao Huang, Xingming Sun, Athanasios Vasilakos, and Ching-Nung Yang. 2016a. Enabling semantic search based on conceptual graphs over encrypted outsourced data. IEEE Transactions on Services Computing PP, 99 (2016).
[10]
Zhangjie Fu, Xingming Sun, Sai Ji, and Guowu Xie. 2016b. Towards efficient content-aware search over encrypted outsourced data in cloud. In Proceedings of the 35th Annual IEEE International Conference on Computer Communications (IEEE INFOCOM’16). IEEE, 1--9.
[11]
Omprakash Gnawali, Rodrigo Fonseca, Kyle Jamieson, David Moss, and Philip Levis. 2009. Collection tree protocol. In Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems. ACM, 1--14.
[12]
Yu Gu and Tian He. 2007. Data forwarding in extremely low duty-cycle sensor networks with unreliable communication links. In Proceedings of the 5th International Conference on Embedded Networked Sensor Systems (SenSys’07). ACM, New York, 321--334.
[13]
Guangjie Han, Jinfang Jiang, Na Bao, Liangtian Wan, and Mohsen Guizani. 2015. Routing protocols for underwater wireless sensor networks. IEEE Communications Magazine 53, 11 (2015), 72--78.
[14]
Shibo He, Jiming Chen, Fachang Jiang, David K. Y. Yau, Guoliang Xing, and Youxian Sun. 2013. Energy provisioning in wireless rechargeable sensor networks. IEEE Transactions on Mobile Computing 12, 10 (2013), 1931--1942.
[15]
Shibo He, Jiming Chen, and Youxian Sun. 2012. Coverage and connectivity in duty-cycled wireless sensor networks for event monitoring. IEEE Transactions on Parallel and Distributed Systems 23, 3 (2012), 475--482.
[16]
Seok Won Hong, Han S. Kim, and Tai Hak Chung. 2010. Alteration of sediment organic matter in sediment microbial fuel cells. Environmental Pollution 158, 1 (2010), 185--191.
[17]
Xiaofan Jiang, Joseph Polastre, and David Culler. 2005. Perpetual environmentally powered sensor networks. In 4th International Symposium on Information Processing in Sensor Networks, 2005 (IPSN’05). IEEE, 463--468.
[18]
Aman Kansal, Jason Hsu, Sadaf Zahedi, and Mani B. Srivastava. 2007. Power management in energy harvesting sensor networks. ACM Transactions on Embedded Computing Systems (TECS) 6, 4 (2007), 32.
[19]
A.S.M. Zahid Kausar, Ahmed Wasif Reza, Mashad Uddin Saleh, and Harikrishnan Ramiah. 2014. Energizing wireless sensor networks by energy harvesting systems: Scopes, challenges and approaches. Renewable and Sustainable Energy Reviews 38 (October 2014).
[20]
Sangkil Kim, Rushi Vyas, Jo Bito, Kyriaki Niotaki, Ana Collado, Apostolos Georgiadis, and Manos M. Tentzeris. 2014. Ambient RF energy-harvesting technologies for self-sustainable standalone wireless sensor platforms. Proceedings of the IEEE 102, 11 (2014), 1469--1666.
[21]
Alvin Lim, Qing Yang, Kenan Casey, and Raghu-kisore Neelisetti. 2008. Real-time target tracking with CPA algorithm in wireless sensor networks. In Proceedings of the 5th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, 2008 (SECON’08). IEEE, 305--313.
[22]
Kris Lin, Jennifer Yu, Jason Hsu, Sadaf Zahedi, David Lee, Jonathan Friedman, Aman Kansal, Vijay Raghunathan, and Mani Srivastava. 2005. Heliomote: Enabling long-lived sensor networks through solar energy harvesting. In Embedded Networked Sensor Systems. 309--309.
[23]
Hong Liu and Bruce E. Logan. 2004. Electricity generation using an air-cathode single chamber microbial fuel cell in the presence and absence of a proton exchange membrane. Environmental Science 8 Technology 38, 14 (2004), 4040--4046.
[24]
Qi Liu, Weidong Cai, Jian Shen, Zhangjie Fu, Xiaodong Liu, and Nigel Linge. 2016. A speculative approach to spatial-temporal efficiency with multi-objective optimization in a heterogeneous cloud environment. Security and Communication Networks 9, 17 (2016), 4002--4012.
[25]
Vincent Liu, Aaron Parks, Vamsi Talla, Shyamnath Gollakota, David Wetherall, and Joshua R. Smith. 2013. Ambient backscatter: Wireless communication out of thin air. In Proceedings of the ACM SIGCOMM 2013 Conference on SIGCOMM (SIGCOMM’13). 39--50.
[26]
Bruce E. Logan, Bert Hamelers, René Rozendal, Uwe Schröder, Jürg Keller, Stefano Freguia, Peter Aelterman, Willy Verstraete, and Korneel Rabaey. 2006. Microbial fuel cells: Methodology and technology. Environmental Science 8 Technology 40, 17 (2006), 5181--5192.
[27]
MEMSIC. 2015. TelosB. http://www.memsic.com/userfiles/files/Datasheets/WSN/telosb_datasheet.pdf. (2015). {Online; accessed 02-April-2015}.
[28]
Paul Martin, Zainul Charbiwala, and Mani Srivastava. 2012. DoubleDip: Leveraging thermoelectric harvesting for low power monitoring of sporadic water use. In Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems (SenSys’12). ACM, New York, 225--238.
[29]
Andrew Meehan, Hongwei Gao, and Zbigniew Lewandowski. 2011. Energy harvesting with microbial fuel cell and power management system. IEEE Transactions on Power Electronics 26, 1 (2011), 176--181.
[30]
David Moss and Philip Levis. 2008. BoX-MACs: Exploiting Physical and Link Layer Boundaries in Low-Power Networking. Computer Systems Laboratory Stanford University, 116--119.
[31]
Tuan Anh Nguyen, Yuzhuo Lu, Xinghong Yang, and Xianming Shi. 2007. Carbon and steel surfaces modified by Leptothrix discophora SP-6: Characterization and implications. Environmental Science 8 Technology 41, 23 (October 2007), 7987--7996.
[32]
Prusayon Nintanavongsa, Ufuk Muncuk, David Richard Lewis, and Kaushik Roy Chowdhury. 2012. Design optimization and implementation for RF energy harvesting circuits. IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2, 1 (2012), 24--33.
[33]
J. A. Paradiso and T. Starner. 2005. Energy scavenging for mobile and wireless electronics. Pervasive Computing 4, 1 (2005), 18--27.
[34]
Sebastian Pobering and Norbert Schwesinger. 2008. Power supply for wireless sensor systems. In Proceedings of the 2008 IEEE Sensors. 685--688.
[35]
Anuradha Pughat and Vidushi Sharma. 2016. Performance analysis of an improved dynamic power management model in wireless sensor node. Digital Communications and Networks 3, 1 (2016), 19--29.
[36]
Korneel Rabaey, Largus Angenent, Uwe Schröder, and Jürg Keller. 2009. Bioelectrochemical systems: From extracellular electron transfer to biotechnological application. IWA publishing.
[37]
Korneel Rabaey and Willy Verstraete. 2005. Microbial fuel cells: Novel biotechnology for energy generation. TRENDS in Biotechnology 23, 6 (June 2005), 291--298.
[38]
Theodore S. Rappaport. 1996. Wireless Communications: Principles and Practice. Prentice-Hall, Englewood Cliffs, NJ.
[39]
Anthony Rowe, Vikram Gupta, and Ragunathan Raj Rajkumar. 2009. Low-power clock synchronization using electromagnetic energy radiating from ac power lines. In Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems. ACM, 211--224.
[40]
Alanson Sample and Joshua R. Smith. 2009. Experimental results with two wireless power transfer systems. In Proceedings of the IEEE Radio and Wireless Symposium, 16--18.
[41]
Alanson P. Sample, Daniel J. Yeager, Pauline S. Powledge, Alexander V. Mamishev, and Joshua R. Smith. 2008. Design of an RFID-based battery-free programmable sensing platform. IEEE Transactions on Instrumentation and Measurement 57, 11 (2008), 2608--2615.
[42]
Jian Shen, Hao-Wen Tan, Jin Wang, Jin-Wei Wang, and Sung-Young Lee. 2015. A novel routing protocol providing good transmission reliability in underwater sensor networks. Journal of Internet Technology 16, 1 (2015), 171--178.
[43]
Sujesha Sudevalayam and Purushottam Kulkarni. 2011. Energy harvesting sensor nodes: Survey and implications. IEEE Communications Surveys 8 Tutorials 13, 3 (2011), 443--461.
[44]
Shuichi Suzuki, Isao Karube, and Tadashi Matsunaga. 1978. Application of a biochemical fuel cell to wastewaters. In Biotechnology and Bioengineering Symposium, Vol. 8. Tokyo Institute of Technology, Yokohama, Japan.
[45]
Vamsi Talla, Bryce Kellogg, Benjamin Ransford, Saman Naderiparizi, Shyamnath Gollakota, and Joshua R. Smith. 2015. Powering the next billion devices with wi-fi. In Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies (CoNEXT’15). 1--13.
[46]
Bradley M. Tebo, Hope A. Johnson, James K. McCarthy, and Alexis S. Templeton. 2005. Geomicrobiology of manganese (II) oxidation. TRENDS in Microbiology 13, 9 (2005), 421--428.
[47]
Preetha Thulasiraman and Kevin A. White. 2016. Topology control of tactical wireless sensor networks using energy efficient zone routing. Digital Communications and Networks 2, 1 (2016), 1--14.
[48]
Lili Wang, Yong Yang, Dong Kun Noh, Hieu K. Le, Jie Liu, Tarek F. Abdelzaher, and Michael Ward. 2009. AdaptSens: An adaptive data collection and storage service for solar-powered sensor networks. In Proceedings of the 30th IEEE Real-Time Systems Symposium, 2009 (RTSS’09). 303--312.
[49]
Zhihua Xia, Xinhui Wang, Xingming Sun, and Qian Wang. 2016. A secure and dynamic multi-keyword ranked search scheme over encrypted cloud data. IEEE Transactions on Parallel and Distributed Systems 27, 2 (2016), 340--352.
[50]
Tianyu Xiang, Zicheng Chi, Feng Li, Jun Luo, Lihua Tang, Liya Zhao, and Yaowen Yang. 2013. Powering indoor sensing with airflows: A trinity of energy harvesting, synchronous duty-cycling, and sensing. In Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems (SenSys’13). 16:1--16:14.
[51]
Lu Xiao, Ping Wang, Dusit Niyato, Dong In Kim, and Zhu Han. 2015. Wireless networks with RF energy harvesting: A contemporary survey. IEEE Communications Surveys and Tutorials 17, 2 (2015), 757--789.
[52]
Shengdong Xie and Yuxiang Wang. 2014. Construction of tree network with limited delivery latency in homogeneous wireless sensor networks. Wireless Personal Communications 78, 1 (2014), 231--246.
[53]
Yong Yang, Lu Su, Yan Gao, and Tarek F. Abdelzaher. 2010. SolarCode: Utilizing erasure codes for reliable data delivery in solar-powered wireless sensor networks. In Proceedings of the 29th Conference on Computer Communications. 1--5.
[54]
Yong Yang, Lili Wang, Dong Kun Noh, Hieu Khac Le, and Tarek F. Abdelzaher. 2009. SolarStore: Enhancing data reliability in solar-powered storage-centric sensor networks. In Proceedings of the 7th International Conference on Mobile Systems, Applications, and Services (MobiSys’09). ACM, New York, 333--346.
[55]
Fu Zhangjie, Sun Xingming, Liu Qi, Zhou Lu, and Shu Jiangang. 2015. Achieving efficient cloud search services: Multi-keyword ranked search over encrypted cloud data supporting parallel computing. IEICE Transactions on Communications 98, 1 (2015), 190--200.

Cited By

View all
  • (2021)From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research ChallengesIEEE Transactions on Industrial Informatics10.1109/TII.2020.300391017:6(4322-4334)Online publication date: Jun-2021
  • (2021)Agriculture 4.0: An Implementation Framework for Food Security Attainment in Nigeria’s Post-Covid-19 EraIEEE Access10.1109/ACCESS.2021.30864539(83592-83627)Online publication date: 2021
  • (2021)Architecture, Security Vulnerabilities, and the Proposed Countermeasures in Agriculture-Internet-of-Things (AIoT) SystemsInternet of Things and Analytics for Agriculture, Volume 310.1007/978-981-16-6210-2_16(329-353)Online publication date: 11-Nov-2021
  • Show More Cited By

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Transactions on Embedded Computing Systems
ACM Transactions on Embedded Computing Systems  Volume 17, Issue 1
Special Issue on Autonomous Battery-Free Sensing and Communication, Special Issue on ESWEEK 2016 and Regular Papers
January 2018
630 pages
ISSN:1539-9087
EISSN:1558-3465
DOI:10.1145/3136518
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

Publisher

Association for Computing Machinery

New York, NY, United States

Journal Family

Publication History

Published: 20 September 2017
Accepted: 01 January 2017
Received: 01 July 2016
Published in TECS Volume 17, Issue 1

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. Energy harvesting
  2. microbial fuel cell
  3. power management
  4. radio-frequency (RF) activation
  5. water quality monitoring

Qualifiers

  • Research-article
  • Research
  • Refereed

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)20
  • Downloads (Last 6 weeks)0
Reflects downloads up to 03 Oct 2024

Other Metrics

Citations

Cited By

View all
  • (2021)From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research ChallengesIEEE Transactions on Industrial Informatics10.1109/TII.2020.300391017:6(4322-4334)Online publication date: Jun-2021
  • (2021)Agriculture 4.0: An Implementation Framework for Food Security Attainment in Nigeria’s Post-Covid-19 EraIEEE Access10.1109/ACCESS.2021.30864539(83592-83627)Online publication date: 2021
  • (2021)Architecture, Security Vulnerabilities, and the Proposed Countermeasures in Agriculture-Internet-of-Things (AIoT) SystemsInternet of Things and Analytics for Agriculture, Volume 310.1007/978-981-16-6210-2_16(329-353)Online publication date: 11-Nov-2021
  • (2019)EcoVibe: On-Demand Sensing for Railway Bridge Structural Health MonitoringIEEE Internet of Things Journal10.1109/JIOT.2018.28670866:1(1068-1078)Online publication date: Feb-2019
  • (2018)A novel secure relay selection strategy for energy-harvesting-enabled Internet of thingsEURASIP Journal on Wireless Communications and Networking10.1186/s13638-018-1281-42018:1Online publication date: 16-Nov-2018
  • (2018)Analysis on Connectivity of Energy Harvesting Wireless Sensor Networks Based on Simulation2018 International Conference on Computing, Networking and Communications (ICNC)10.1109/ICCNC.2018.8390272(762-768)Online publication date: Mar-2018

View Options

Get Access

Login options

Full Access

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media