DC Water's application of fixed leak detection to monitor water mains near high profile construction sites. Presented at the 2017 Tri-Association by McKissack & McKissack and Mott MacDonald for DC Water.
This document discusses vapor intrusion, which occurs when volatile chemicals migrate from contaminated soil or groundwater into overlying buildings. It explains what vapor intrusion is, why it should be addressed, how it is investigated through sampling soil gas, groundwater and indoor air, and how mitigation systems like sub-slab depressurization can be used to fix vapor intrusion problems. The document also provides an example of vapor intrusion impacting homes in Newark, New Jersey that were built over contaminated soils and groundwater.
The document summarizes research using Doppler radar measurements to study the impact of atmospheric stability on wind structure and turbine wakes. It finds that stable overnight conditions result in remarkably smooth laminar flow with significant wind shear and veer, while unstable daytime conditions feature gusts and turbulence. Stable conditions lead to longer turbine wakes that can exceed 100 rotor diameters, less wake meandering, and enhanced turbine-turbine interaction.
This document introduces Andrea Vignaroli and their consulting services related to wind energy projects. They have been a WindSim user since 2005 and have experience in wind resource assessment, turbine siting studies, energy yield modeling, layout optimization, and production forecasting. Their services include measurement campaigns, wind data analysis, computational fluid dynamics modeling, remote sensing correction, and performance assessment according to IEC standards. They aim to help clients maximize energy production and minimize turbine loads throughout the various phases of a wind farm project.
The document discusses lightning protection for wind turbines. It covers the new IEC 61400-24 standard which will require lightning testing for entire wind turbine systems. Analysis of lightning damage to over 500 turbines found that delamination and shell debonding were the most common types of damage. Explanations of failure mechanisms show that improper insulation allows lightning leaders to initiate from internal parts rather than just receptors. The presentation emphasizes the importance of robust lightning protection system design, testing, monitoring, and maintenance.
NDGISUC2017 - Estimate Water Surface Temperature from the Landsat 8 TIR BandsNorth Dakota GIS Hub
The document summarizes research estimating water surface temperature in Devils Lake, North Dakota using the split window algorithm with Landsat 8 thermal infrared bands. The algorithm uses brightness temperature from the bands and coefficients accounting for atmospheric effects to calculate surface temperature. The estimates were validated against buoy observations and hydrodynamic models of the lake, with calibrated streamflow and hourly water temperature simulations showing good agreement to field data. Satellite imagery provides spatially detailed skin temperature estimates while models offer higher temporal resolution and temperature profiles.
CG Power Systems Belgium, a leading supplier of on- and offshore wind turbine transformers and power solutions, is using OWI-Lab's large climate chamber on a frequently basis to test and validate their products under extreme climatic conditions. Hot climate and cold start-up tests with full electrical capacity are performed on a 'time sharing' basis in the laboratory. This means CG Power Systems rents the needed test infrastructure and their own engineers perform the testing.
The large testing space makes it possible for CG Power Systems to tests and validate multiple systems in one time at the same testing conditions. Simultaneous testing can be interesting for example to benchmark results of changes in the design with different product versions of machinery in the same climatic conditions.
The Havsnäs Pilot Project had three main goals: 1) to help remove barriers to large scale onshore wind development in northern Sweden by studying nature impacts, project finance, and foundation design; 2) to research technical areas like high hub heights and cold climate effects; and 3) to improve knowledge of wind resource assessment, power performance, and icing impacts. Key findings included that mast spacing affected flow modelling uncertainty, multi-point shear methods best characterized profiles, and remote sensing validated shear above measurement heights. Icing reduced annual yield by an estimated 4.1%.
This document discusses vapor intrusion, which occurs when volatile chemicals migrate from contaminated soil or groundwater into overlying buildings. It explains what vapor intrusion is, why it should be addressed, how it is investigated through sampling soil gas, groundwater and indoor air, and how mitigation systems like sub-slab depressurization can be used to fix vapor intrusion problems. The document also provides an example of vapor intrusion impacting homes in Newark, New Jersey that were built over contaminated soils and groundwater.
The document summarizes research using Doppler radar measurements to study the impact of atmospheric stability on wind structure and turbine wakes. It finds that stable overnight conditions result in remarkably smooth laminar flow with significant wind shear and veer, while unstable daytime conditions feature gusts and turbulence. Stable conditions lead to longer turbine wakes that can exceed 100 rotor diameters, less wake meandering, and enhanced turbine-turbine interaction.
This document introduces Andrea Vignaroli and their consulting services related to wind energy projects. They have been a WindSim user since 2005 and have experience in wind resource assessment, turbine siting studies, energy yield modeling, layout optimization, and production forecasting. Their services include measurement campaigns, wind data analysis, computational fluid dynamics modeling, remote sensing correction, and performance assessment according to IEC standards. They aim to help clients maximize energy production and minimize turbine loads throughout the various phases of a wind farm project.
The document discusses lightning protection for wind turbines. It covers the new IEC 61400-24 standard which will require lightning testing for entire wind turbine systems. Analysis of lightning damage to over 500 turbines found that delamination and shell debonding were the most common types of damage. Explanations of failure mechanisms show that improper insulation allows lightning leaders to initiate from internal parts rather than just receptors. The presentation emphasizes the importance of robust lightning protection system design, testing, monitoring, and maintenance.
NDGISUC2017 - Estimate Water Surface Temperature from the Landsat 8 TIR BandsNorth Dakota GIS Hub
The document summarizes research estimating water surface temperature in Devils Lake, North Dakota using the split window algorithm with Landsat 8 thermal infrared bands. The algorithm uses brightness temperature from the bands and coefficients accounting for atmospheric effects to calculate surface temperature. The estimates were validated against buoy observations and hydrodynamic models of the lake, with calibrated streamflow and hourly water temperature simulations showing good agreement to field data. Satellite imagery provides spatially detailed skin temperature estimates while models offer higher temporal resolution and temperature profiles.
CG Power Systems Belgium, a leading supplier of on- and offshore wind turbine transformers and power solutions, is using OWI-Lab's large climate chamber on a frequently basis to test and validate their products under extreme climatic conditions. Hot climate and cold start-up tests with full electrical capacity are performed on a 'time sharing' basis in the laboratory. This means CG Power Systems rents the needed test infrastructure and their own engineers perform the testing.
The large testing space makes it possible for CG Power Systems to tests and validate multiple systems in one time at the same testing conditions. Simultaneous testing can be interesting for example to benchmark results of changes in the design with different product versions of machinery in the same climatic conditions.
The Havsnäs Pilot Project had three main goals: 1) to help remove barriers to large scale onshore wind development in northern Sweden by studying nature impacts, project finance, and foundation design; 2) to research technical areas like high hub heights and cold climate effects; and 3) to improve knowledge of wind resource assessment, power performance, and icing impacts. Key findings included that mast spacing affected flow modelling uncertainty, multi-point shear methods best characterized profiles, and remote sensing validated shear above measurement heights. Icing reduced annual yield by an estimated 4.1%.
The critical equipment used in deepwater drilling operations is subjected to harsh environmental factors such as loop currents, extreme weather, and high seastates. It is important to understand the effects these environmental variables have on subsea wellhead and conductor integrity.
Through the use of drilling riser monitoring systems (DRMS) operational insight into the real-time status of critical equipment such as the Wellhead, Conductor, BOP, and Riser can be instantly evaluated allowing for safe and efficient decision making.
A business case and ROI justification is presented in order to show that a DRMS can reduce Non-Profitable Time (NPT) and Invisible Lost Time (ILT) and is financially justified by saving as few as 1 day of rig time.
A Framework for Probabilistic Building Energy ModelingLukas Lundström
Link to the thesis :
http://urn.kb.se/resolve?urn=urn%3Anbn%3Ase%3Amdh%3Adiva-49378
Main contributions:
- A dynamic physics-based BEM that is detailed enough to provide actionable insights, yet directly calibratable
- Methods and tools to incorporate information from meteorological reanalysis, remote sensing and on-site metering data sources
- A fully probabilistic BEM calibration framework that make also inputs probabilistic, enables data and knowledge fusion and propagates uncertainty
An overview of the issues with offshore drilling activities in high current environments. As a solution, structural monitoring systems are suggested as a way of providing actual riser response data to the operator
This document discusses strategies for monitoring lightning strikes and integrating lightning damage detection into a wind turbine blade maintenance program. It recommends starting early during the warranty period to identify force majeure events like lightning that are not covered by warranty. Two monitoring strategies are proposed: 1) proactive targeted inspections of high-risk turbines after major storms and 2) periodic sample inspections to fully inspect the fleet over multiple cycles. Damage found is categorized and tracked to schedule re-inspections and repairs, catching issues early before full replacement is needed.
Garrett Griffith completed an internship at Evergreen Packaging over the summer. He worked on three projects:
1) Compiling roll data from the paper machine into an Excel spreadsheet for future reference. This involved gathering information from drawings and SAP.
2) Installing flowmeters to measure water usage around the mill. Issues arose with transmitter ranges and valve positions but were eventually resolved.
3) Conducting a study on core shrinkage by measuring cores over time in different environments and correlating shrinkage to cut length. The results will help adjust cutting practices.
Garrett gained valuable experience applying his engineering education to real-world problems and learned many lessons about project management, troubleshooting, and mill operations.
Underwater wireless communication networks (UWCNs) consist of sensors and autonomous underwater vehicles (AUVs) that interact, coordinate and share information with each other to carry out sensing and monitoring functions.
The document discusses Seascape Technical Resources, which provides marine geoscience and seafloor engineering services including multidiscipline surveys using geophysical, geotechnical and hydrographic equipment. It focuses on techniques for pipeline depth of cover surveys using subbottom profilers, echosounders, sidescan sonar, magnetometers and optionally gradiometer arrays to determine pipeline location and depth below the seafloor.
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...Codevintec Italiana srl
Codevintec Days 2018 - Trieste
EDGETECH - Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow Water Surveys
Codevintec Days 2018 - Trieste
Relazione di Nick Lawrence - Edgetech
Monitoring measuring and verification, Gonzalo Zambrano, University of AlbertaGlobal CCS Institute
This document summarizes Gonzalo Zambrano's presentation on monitoring, measuring and verification (MMV) for CO2 storage projects. It discusses the Aquistore project, which aims to demonstrate safe CO2 storage in deep saline formations in Alberta, Canada. The Aquistore project involves injecting CO2 into a saline formation over 3 km underground and uses various surface and downhole techniques to monitor the CO2 plume and ensure containment. These include 3D and time-lapse seismic surveys, a permanent seismic array, tiltmeters, GPS, and soil gas and groundwater monitoring.
This document summarizes a student project that aimed to characterize the impulse response of clear and ocean water by designing a submersible testing apparatus to gather underwater data. The students sent pseudo-random binary sequences to analyze the system's impulse response in various configurations, then analyzed the correlated received and transmitted signals. They successfully created waterproof housings with PVC pipes, transmitted and received test signals, and collected distortion data to characterize the underwater optical communication system.
The document provides details on the process and services involved in developing a turnkey cage aquaculture project, including site selection, environmental analysis, equipment specification and design, installation, and project management. Key steps include collecting site data, modeling environmental forces, designing and sizing mooring systems and equipment according to safety standards, and providing technical support throughout the project. Pricing information is also included for environmental studies, feasibility studies, and project implementation.
06 0167 Keyhole Technology A Solid Solution For Our Road Surfaces For Trade P...Gord Reynolds
Keyhole technology allows gas companies to access and repair underground pipes from above ground using specialized coring equipment to extract a core sample from the pavement. This process takes 2-3 hours compared to conventional excavation methods that can take days or months. It causes less disruption than traditional techniques and leaves roads virtually undamaged after repair. The core sample strengthens within hours to support vehicles and lasts as long as traditional pavement according to a 10-year study. This efficient method is being adopted by more utilities for various maintenance applications.
This document discusses the use of coiled tubing systems for pre-commissioning deepwater pipelines. It describes how coiled tubing can serve as a down-line connection between a surface vessel and subsea pipeline for injecting fluids like air, nitrogen and MEG during pre-commissioning. It outlines the design of a customized coiled tubing system capable of operating in depths up to 3,000m, and describes challenges like fatigue from current movements that were addressed through modeling and engineering solutions like adding a bend stiffener. The document concludes that coiled tubing is a preferred down-line solution and discusses its use for partial subsea dewatering as a faster contingency option than a full dewatering spread.
1) The document discusses a student project to build a scale model of a gravity dam and instrument it with sensors. It provides background on gravity dams and the forces acting on them.
2) It describes creating a steel-reinforced concrete model dam and installing sensors like vibrating wire strain gauges, crack meters, and pressure cells to monitor stresses and potential issues.
3) Cost estimates provided by a dam instrumentation expert indicate that installing various common sensors along one running meter of a full-scale dam costs between 25-50 lakhs rupees.
RETROFITTING EXISTING PIPELINES FOR FIBER OPTIC MONITORINGiQHub
The document discusses retrofitting existing pipelines with fiber optic sensors for monitoring. It describes external retrofitting methods like placing fiber sensors in conduits near or on pipelines, as well as internal retrofitting by inserting protected fiber sensors inside pipelines. External retrofitting is now more viable due to improved pipe locating technology and conduit placement machines. Internal retrofitting is best for short high-risk areas. The document also discusses baseline testing fiber sensors to characterize normal activity and detect leaks or ground disturbances, and how distributed fiber optic sensing performance can effectively monitor retrofitted pipelines.
Three sentences:
The Blue Stream Pipeline inspection project involved cleaning and inspecting two parallel 24-inch natural gas pipelines running 380 km each across the Black Sea at depths of up to 2,150 meters. PII Pipeline Solutions developed custom inspection tools capable of operating at 250 bar pressure and inspecting pipe walls up to 32 mm thick to detect metal loss or deformation. Both pipelines were successfully inspected and the results provided to the pipeline operator without any tools becoming stuck.
Mississippi airfield installs HP Storm pipeDrew Lane
This is an excellent article highlighting HP usage in an airport application replacing RCP with joint issues directly related to sinkholes. Besides joint performance, it addresses the importance of efficient delivery/staging and installation speed as it relates to minimizing airfield operational disruptions.
La Autoridad de Tránsito Regional de Nueva Orleans (The New Orleans Regional Transit Authority) aplicó el Spectra® Rail System para reforzar una sección de 14 millas de la línea de tranvía de la histórica St. Charles Avenue.
The critical equipment used in deepwater drilling operations is subjected to harsh environmental factors such as loop currents, extreme weather, and high seastates. It is important to understand the effects these environmental variables have on subsea wellhead and conductor integrity.
Through the use of drilling riser monitoring systems (DRMS) operational insight into the real-time status of critical equipment such as the Wellhead, Conductor, BOP, and Riser can be instantly evaluated allowing for safe and efficient decision making.
A business case and ROI justification is presented in order to show that a DRMS can reduce Non-Profitable Time (NPT) and Invisible Lost Time (ILT) and is financially justified by saving as few as 1 day of rig time.
A Framework for Probabilistic Building Energy ModelingLukas Lundström
Link to the thesis :
http://urn.kb.se/resolve?urn=urn%3Anbn%3Ase%3Amdh%3Adiva-49378
Main contributions:
- A dynamic physics-based BEM that is detailed enough to provide actionable insights, yet directly calibratable
- Methods and tools to incorporate information from meteorological reanalysis, remote sensing and on-site metering data sources
- A fully probabilistic BEM calibration framework that make also inputs probabilistic, enables data and knowledge fusion and propagates uncertainty
An overview of the issues with offshore drilling activities in high current environments. As a solution, structural monitoring systems are suggested as a way of providing actual riser response data to the operator
This document discusses strategies for monitoring lightning strikes and integrating lightning damage detection into a wind turbine blade maintenance program. It recommends starting early during the warranty period to identify force majeure events like lightning that are not covered by warranty. Two monitoring strategies are proposed: 1) proactive targeted inspections of high-risk turbines after major storms and 2) periodic sample inspections to fully inspect the fleet over multiple cycles. Damage found is categorized and tracked to schedule re-inspections and repairs, catching issues early before full replacement is needed.
Garrett Griffith completed an internship at Evergreen Packaging over the summer. He worked on three projects:
1) Compiling roll data from the paper machine into an Excel spreadsheet for future reference. This involved gathering information from drawings and SAP.
2) Installing flowmeters to measure water usage around the mill. Issues arose with transmitter ranges and valve positions but were eventually resolved.
3) Conducting a study on core shrinkage by measuring cores over time in different environments and correlating shrinkage to cut length. The results will help adjust cutting practices.
Garrett gained valuable experience applying his engineering education to real-world problems and learned many lessons about project management, troubleshooting, and mill operations.
Underwater wireless communication networks (UWCNs) consist of sensors and autonomous underwater vehicles (AUVs) that interact, coordinate and share information with each other to carry out sensing and monitoring functions.
The document discusses Seascape Technical Resources, which provides marine geoscience and seafloor engineering services including multidiscipline surveys using geophysical, geotechnical and hydrographic equipment. It focuses on techniques for pipeline depth of cover surveys using subbottom profilers, echosounders, sidescan sonar, magnetometers and optionally gradiometer arrays to determine pipeline location and depth below the seafloor.
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...Codevintec Italiana srl
Codevintec Days 2018 - Trieste
EDGETECH - Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow Water Surveys
Codevintec Days 2018 - Trieste
Relazione di Nick Lawrence - Edgetech
Monitoring measuring and verification, Gonzalo Zambrano, University of AlbertaGlobal CCS Institute
This document summarizes Gonzalo Zambrano's presentation on monitoring, measuring and verification (MMV) for CO2 storage projects. It discusses the Aquistore project, which aims to demonstrate safe CO2 storage in deep saline formations in Alberta, Canada. The Aquistore project involves injecting CO2 into a saline formation over 3 km underground and uses various surface and downhole techniques to monitor the CO2 plume and ensure containment. These include 3D and time-lapse seismic surveys, a permanent seismic array, tiltmeters, GPS, and soil gas and groundwater monitoring.
This document summarizes a student project that aimed to characterize the impulse response of clear and ocean water by designing a submersible testing apparatus to gather underwater data. The students sent pseudo-random binary sequences to analyze the system's impulse response in various configurations, then analyzed the correlated received and transmitted signals. They successfully created waterproof housings with PVC pipes, transmitted and received test signals, and collected distortion data to characterize the underwater optical communication system.
The document provides details on the process and services involved in developing a turnkey cage aquaculture project, including site selection, environmental analysis, equipment specification and design, installation, and project management. Key steps include collecting site data, modeling environmental forces, designing and sizing mooring systems and equipment according to safety standards, and providing technical support throughout the project. Pricing information is also included for environmental studies, feasibility studies, and project implementation.
06 0167 Keyhole Technology A Solid Solution For Our Road Surfaces For Trade P...Gord Reynolds
Keyhole technology allows gas companies to access and repair underground pipes from above ground using specialized coring equipment to extract a core sample from the pavement. This process takes 2-3 hours compared to conventional excavation methods that can take days or months. It causes less disruption than traditional techniques and leaves roads virtually undamaged after repair. The core sample strengthens within hours to support vehicles and lasts as long as traditional pavement according to a 10-year study. This efficient method is being adopted by more utilities for various maintenance applications.
This document discusses the use of coiled tubing systems for pre-commissioning deepwater pipelines. It describes how coiled tubing can serve as a down-line connection between a surface vessel and subsea pipeline for injecting fluids like air, nitrogen and MEG during pre-commissioning. It outlines the design of a customized coiled tubing system capable of operating in depths up to 3,000m, and describes challenges like fatigue from current movements that were addressed through modeling and engineering solutions like adding a bend stiffener. The document concludes that coiled tubing is a preferred down-line solution and discusses its use for partial subsea dewatering as a faster contingency option than a full dewatering spread.
1) The document discusses a student project to build a scale model of a gravity dam and instrument it with sensors. It provides background on gravity dams and the forces acting on them.
2) It describes creating a steel-reinforced concrete model dam and installing sensors like vibrating wire strain gauges, crack meters, and pressure cells to monitor stresses and potential issues.
3) Cost estimates provided by a dam instrumentation expert indicate that installing various common sensors along one running meter of a full-scale dam costs between 25-50 lakhs rupees.
RETROFITTING EXISTING PIPELINES FOR FIBER OPTIC MONITORINGiQHub
The document discusses retrofitting existing pipelines with fiber optic sensors for monitoring. It describes external retrofitting methods like placing fiber sensors in conduits near or on pipelines, as well as internal retrofitting by inserting protected fiber sensors inside pipelines. External retrofitting is now more viable due to improved pipe locating technology and conduit placement machines. Internal retrofitting is best for short high-risk areas. The document also discusses baseline testing fiber sensors to characterize normal activity and detect leaks or ground disturbances, and how distributed fiber optic sensing performance can effectively monitor retrofitted pipelines.
Three sentences:
The Blue Stream Pipeline inspection project involved cleaning and inspecting two parallel 24-inch natural gas pipelines running 380 km each across the Black Sea at depths of up to 2,150 meters. PII Pipeline Solutions developed custom inspection tools capable of operating at 250 bar pressure and inspecting pipe walls up to 32 mm thick to detect metal loss or deformation. Both pipelines were successfully inspected and the results provided to the pipeline operator without any tools becoming stuck.
Mississippi airfield installs HP Storm pipeDrew Lane
This is an excellent article highlighting HP usage in an airport application replacing RCP with joint issues directly related to sinkholes. Besides joint performance, it addresses the importance of efficient delivery/staging and installation speed as it relates to minimizing airfield operational disruptions.
La Autoridad de Tránsito Regional de Nueva Orleans (The New Orleans Regional Transit Authority) aplicó el Spectra® Rail System para reforzar una sección de 14 millas de la línea de tranvía de la histórica St. Charles Avenue.
DSD-NL 2014 - Geo Klantendag - 1. leidinginstallatie met direct pipeDeltares
A.Hak Drillcon uses a Direct Pipe technique for trenchless pipeline installations. This involves using a modified microtunneling machine to install pipe by pushing or pulling it through the ground while simultaneously excavating the soil. The document discusses the Direct Pipe principle, total installation package, tunnel boring machine components and operation, early industry perceptions of the technique, measurement and control systems used, typical jobsite setup, engineering considerations, and references several pipeline installation projects completed using this method. It notes the technique has proven installation forces are typically closer to horizontal directional drilling than traditional microtunneling.
Recent Advancements in Piping industry and Piping materials.Asheesh Padiyar
A brief overview of the new technologies that are available for piping engineers to know the latest advancements in piping materials . As a chemical engineer, it is essential to know about the various piping systems and technologies associated with it, in order to have a better understanding of their project/ process/ installing/ commissioning of the plants/ refineries.
The document discusses cathodic protection for above ground storage tanks (AGSTs). It introduces Elsyca and Audubon Companies, who provide software and services related to corrosion engineering. It then reviews the technical aspects of AGST cathodic protection, including the goals, complexities, and assumptions of current designs. Case studies are presented that measure and model the performance of different CP system designs. Recommendations are provided for improving new and existing AGST CP designs and construction to better achieve 30-year tank lifespan.
The document provides an overview of offshore wind cables, including key industry players, cost breakdown, drivers, challenges, and innovations. It discusses how medium voltage array cables connect turbines to substations, and high voltage export cables connect offshore substations to onshore. Cable installation most commonly uses simultaneous lay and bury with a plough. The industry faces challenges from poor understanding of environmental conditions and planning for installation. Innovation focuses on cable installation robots, HVDC technologies, and new cable types to help reduce costs as the offshore wind market rapidly expands.
UNLOCKING HEALTHCARE 4.0: NAVIGATING CRITICAL SUCCESS FACTORS FOR EFFECTIVE I...amsjournal
The Fourth Industrial Revolution is transforming industries, including healthcare, by integrating digital,
physical, and biological technologies. This study examines the integration of 4.0 technologies into
healthcare, identifying success factors and challenges through interviews with 70 stakeholders from 33
countries. Healthcare is evolving significantly, with varied objectives across nations aiming to improve
population health. The study explores stakeholders' perceptions on critical success factors, identifying
challenges such as insufficiently trained personnel, organizational silos, and structural barriers to data
exchange. Facilitators for integration include cost reduction initiatives and interoperability policies.
Technologies like IoT, Big Data, AI, Machine Learning, and robotics enhance diagnostics, treatment
precision, and real-time monitoring, reducing errors and optimizing resource utilization. Automation
improves employee satisfaction and patient care, while Blockchain and telemedicine drive cost reductions.
Successful integration requires skilled professionals and supportive policies, promising efficient resource
use, lower error rates, and accelerated processes, leading to optimized global healthcare outcomes.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
DC Water - Don't Take a Leak
1. 131 August 2017
[Don’t] Take a Leak
Beyond the Headphones with DC Water
August 31, 2017
Presented by:
Sarah Ghali, McKissack & McKissack
Marlee Franzen, PE, DC Water
3. 331 August 2017
▪ June 2014 – DC Clean
Rivers breaks ground on the
First Street Tunnel
▪ Located in Bloomingdale
neighborhood of
Washington, DC’s Ward 5
The Site
Photo courtesy of DC Clean River Outreach
4. 431 August 2017
Project Background
▪ DCCR Project included excavation with ground freezing
▪ October 2015 – DC Water DWS informed of ground movement
Photo courtesy of DC Clean River Outreach
Photo courtesy of Skanska USA. “How D.C. Is Going To
Drill a Tunnel Through Frozen Ground”. Popular Mechanics
5. 531 August 2017
1st Street, NW
▪ 48-inch Ductile Iron Water
Main
▪ Installed in 1988
▪ TR Flex Joints
▪ Joint deflection tolerance
of 0.5 degrees
▪ 6-inch Cast Iron Water Main
▪ Installed in 1893
The Site: Existing Water Infrastructure Conditions
Tunnel Shaft Location
6. 631 August 2017
Adams Street, NW
▪ 36/30-inch Cast Iron Water
Main
▪ Installed 1904-1924
The Site: Existing Water Infrastructure Conditions
Tunnel Shaft Location
7. 731 August 2017
1. Fixed Location
2. Continuous Monitoring
3. Autonomous Correlation
4. Automatic Data Transfer and
Alerts
Leak Detection Criteria
9. 931 August 2017
▪ Listening Devices
▪ Handheld
▪ Effectiveness depends on the user
experience
▪ Time consuming
Acoustic Leak Detection Equipment
▪ Noise Loggers
▪ Deployed in underground fittings or valves
▪ Listen for pipe noise during programmed
quietest time
▪ Do not pinpoint location of a leak
Photo courtesy of ukleakdetection.co.uk Photo courtesy of HWM Global
10. 1031 August 2017
▪ Noise Correlators
▪ Measure pipe noise between 2
locations
▪ Leak position calculated
Acoustic Leak Detection Equipment
▪ Correlating Logger
▪ Combines noise logger and correlator
▪ Deployed temporarily or in fixed
locations
▪ Continuously monitors
▪ Detects leak generated noise patterns at
specific locations along the pipe
Photo courtesy of FSC Leak Detection
20. 2031 August 2017
Installation – Echologics EchoShore®-TX
Quantity Unit Price Extended Price
Leak Detection Nodes 4 ea $18,550 $74,200
Annual Software &
Services
2 locations $4,000 $8,000
Total: $82,200
* Standard price listed. DC Water received a promotional pilot price.
23. 2331 August 2017
Installation – Aquarius Spectrum AQS-SYS
Quantity Unit Price Extended Price
Fire Hydrant Sensors 3 ea $750 $2,250
Underground Sensors 3 ea $1,000 $3,000
Annual Software &
Services
6 ea $120 $720
Total: $5,970
24. 2431 August 2017
Lessons Learned
1. Connection and setup of unit
2. Power source
3. Communication hardware and antenna
4. Data Delivery
5. Permit Requirements
25. 2531 August 2017
Lessons Learned: Connection + Set-up
▪ Small Diameter Water Mains
▪ Typically require external contact with pipe
▪ Placed in valve chambers, or attached to fire hydrants
▪ All components bundled into a single unit
▪ Optional: Antenna equipped with extension cord
▪ Large Diameter Water Mains
▪ Typically require contact with water column
▪ Limited access port locations
▪ Likely that a new access port would have to be
installed ($)
▪ Each unit consists of several separate components
▪ Baseline leak simulation by flushing portion of the
watermain
26. 2631 August 2017
Lessons Learned: Power Source
▪ Small Diameter Water Mains:
▪ Typically battery operated
▪ Regulate power usage by collecting and
transmitting data at preassigned times
▪ Average battery life: 5 years
▪ Battery replacement program
▪ Large Diameter Water Mains:
▪ Require larger power source
▪ Power source options:
▪ Direct connection to the power
grid
▪ Methanol fuel cells
▪ Battery
▪ Solar panels
Photo courtesy of EFOY Energy Solutions
27. 2731 August 2017
Lessons Learned: Communication Hardware + Antenna
▪ Communication methods:
▪ GSM cellular network
▪ GPRS/3G communication
▪ Satellite communication
▪ Antenna Options:
▪ Extension cords to attach the antennas to
the bottom of the manholes lid
▪ Composite manhole covers
▪ Antennas mounted on the manhole lid
covered with traffic rated domes
▪ Antennas flushed with the manhole lid
▪ Antenna flushed with the existing grade
▪ Antennas mounted on a pole.
28. 2831 August 2017
Lessons Learned: Data Delivery – Web User Interface Software
▪ Track leaks through web user
interface
▪ Check compatibly with SCADA
▪ For more accurate leak locations,
provide GIS Information
29. 2931 August 2017
Closing Statements
▪ Opportunity to pilot different leak detection technologies in the
same environment
▪ No leaks have been identified to date
▪ Opportunity to monitor critical transmission mains nearby large
construction jobs
▪ Critical to understand your system’s need before selecting a leak
detection technology
30. 3031 August 2017
Questions + Answers
Presenters:
Sarah Ghali, P.E. – email: sghali@dcwater.com
Marlee Franzen, P.E. – email: mfranzen@dcwater.com
Collaborators:
Joshua Mazurek, Christopher Coit– DC Water
Sonia Oton, Gary Geck, Russel Deason – Mott MacDonald (Water Program Managers)