b3: a distributed sensing and monitoring systemsensor platform for water quality monitoring •...

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B3: A Distributed Sensing and Monitoring System Dave Reckhow & Prashant Shenoy, University of Massachusetts (Amherst), Rebecca Lai, University of Nebraska

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Page 1: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

B3: A Distributed Sensing and Monitoring System

Dave Reckhow & Prashant Shenoy, University of Massachusetts (Amherst),

Rebecca Lai, University of Nebraska

Page 2: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Introduction • Brief Description: Advance a new generation of simple networked sensors that

offers the potential to reduce monitoring costs, improve regulatory compliance, and generally increase the amount of water quality data available to small water utilities, regulators, and consumers, including:

• off-the-shelf ORP probes and, • paper-based electrochemical sensors for conductivity and nitrate

analysis • Anticipated target utility characteristics: - All utilities could potentially benefit. Especially true for smaller ones that have difficulty in managing residuals. May lead to a consumer product. • Continuum of technology development:

Page 3: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Project B3: Monitoring Systems • The hypotheses are

– (1) a network of off-the-shelf electrochemical probes (or fabricated microprobes) combined with wireless communication technology can be a reliable and cost-effective monitoring device in the distribution system for parameters such as conductivity and Oxidation-Reduction Potential (ORP), and

– (2) innovative, paper-based electrochemical sensors for conductivity and nitrate analysis can be developed and linked to the communication devices developed for hypothesis 1 to allow for remote reporting of data.

• The objectives are to: – Create a model for regulatory requirement monitoring that has partially-

automated compliance functions. – using screen-printing technology (<$3 each), develop a novel, inexpensive

disposable sensor targeted for small system applications. • Conductivity & nitrate are candidate analytes for the initial devices

Shenoy, Lai & Reckhow

Page 4: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Background

• Steep change in ORP at low & relevant chlorine residuals

Kim, Y.H. and Hensley, R. (1997) Effective control of chlorination and dechlorination at wastewater treatment plants using redox potential. Water Environment Research 69(5), 1008-1014.

Page 5: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

ORP

• Response of commercial ORP electrode to chlorine residuals in a range of waters.

Page 6: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Define behavior vs key WQ variables

• May require linkage to pH sensor too

350

400

450

500

550

600

650

700

750

800

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

ORP

(mV)

Free Chlorine Concentration (mg/L)

DI

pH 5

pH 7

pH 9

Kim & Hensley (1997)

Victorin et al. (1972)

Page 7: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Parallel Efforts

• University of Cyprus

Page 8: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

In-line probes

• ss

Page 9: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Software & Algorithms

• Focus on contamination events

Page 10: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Web platform

• Sends notifications by email

Page 11: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Sensor Platform for Water Quality Monitoring

• Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle)

• Used by commercial Internet-of-Things products

– Support both WiFi and Cellular networks – Ability to attach variety of probes

• Continuously monitor different water quality parameters

• Cloud-based Server – Data is sent in real-time to cloud server – Visualize data on mobile phone or via web browser

Prashant Shenoy; UMass Dept of Computer Science

Page 12: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Coupled sensor/treatment system

• Possible linkage to an accompanying POU electrochemical device – Substoichiometric Ti4O7 (Magneli phase) – Boron Doped diamond

• Opportunity for tunable treatment – Production of oxidants

• Chlorine, Ozone, hydroxyl radicals, superoxide anion

Figure 2: REM reactor prototype (left), Internal flow-through design (right)

Figure 1: Ti4O7 REM

Page 13: B3: A Distributed Sensing and Monitoring SystemSensor Platform for Water Quality Monitoring • Flexible sensor platform – Low-cost hardware platform (Arduino-like Particle) •

Outputs and Outreach Completed: Featured in many overview talks on WINSSS (e.g., AWWA, ASDWA/EPA,

WQTC, Water Corp of WA, RE’SEAU). Scheduled: Anticipated: “Evaluation of Oxidation Reduction Potential (ORP) Electrode Response for

Monitoring Chlorine Residual in Drinking Water”, poster presentation at the NEWWA conference”, March 30, 2016

White paper for WINSSS website, Summer 2016. Manuscript on the ORP work planned for submission to a technical Journal,

Fall 2016.