Class project may change the entire shipping industry
A UBCO student project developed a method to make shipping containers immediately identifiable by using artificial intelligence. With hundreds of thousands of packages and shipments crossing the globe, especially during the holiday season, the industry has turned to UBC Okanagan researchers to develop better ways to track parcels. Marine shipping accounts for 20 per cent of all Canadian imports and exports, so there’s little wonder that the maritime transportation industry is keen on improving its tracking capabilities, says UBCO’s Zheng Liu. Liu, a professor in the School of Engineering, says his team of student researchers are using deep learning algorithms, including cloud computing technology, to help create a monitoring software that can be used by shipping companies to track shipments more effectively. “Deep learning works like the human brain by making smart conclusions with the information at hand,” explains Liu. “Our algorithm takes the shipping container code, even one that is not clearly legible, and is able to extract its information accurately.” When shipped, containers use a common code that tells the monitoring software where the container is from and where it is going. The researchers were looking to improve existing methods—today’s systems locate the code on the container, and then quickly and accurately recognize the code. By using a state-of-the art algorithm and advanced tracking hardware, the researchers were able to get the system to recognize the tracking information in less than a second. In comparison with the manual check and entry, the solution can greatly improve efficiency at the port. In collaboration with CANSCAN, a company that uses artificial intelligence to secure shipping containers, the UBC student researchers have been developing tools for use at the Port of Montreal, which is an international container port that services Toronto and the rest of central Canada. The port tracks nearly two million containers annually—and these containers are currently being tracked with manual systems. The student project, called Applying Machine Vision and Artificial Intelligence to Maritime Transportation, won top prize at the school’s capstone engineering contest last spring. The goal was to make the shipping containers immediately identifiable using artificial intelligence. This research will free up time for workers at the port who still input data manually. “By digitizing the logistics of shipping containers, it helps to further improve shipping transportation to ultimately ensure that packages destined for our doorstep arrive on-time while being tracked from the sender to us,” says Liu. The research, with funding from Mitacs, was published in the latest edition of the IEEE Xplore journal.Ice detection from microwave sensors rising to new heights
New UBC Okanagan research is changing the way aircraft and wind turbine operators are addressing the risks related to ice build-up. In a follow-up study from one released previously this year, Assistant Professor Mohammad Zarifi and his team at UBCO’s Okanagan MicroElectronics and Gigahertz Applications (OMEGA) Lab, have broadened the scope and functionality of their ice sensors. “We received a great deal of interest from the aviation and renewable energy industries stemming from our initial findings which pushed us to expand the boundaries of the sensor’s responsiveness and accuracy,” explains Zarifi. Ice build-up on aircraft and wind turbines can impact the safety and efficiency of their systems, he notes. In this latest research, the researchers focused on improving the real-time response of the sensors to determining frost and ice build-up. The sensors can identify in real-time these accumulations while calculating the rate of melting. This is crucial data for aviation, for keeping flights on time, and renewable energy applications, says Zarifi. “Power generation output of wind turbines diminishes as a result of ice accumulations,” he adds. “So, the industry sees great promise in sensing and de-icing solutions that can mitigate those reductions in efficiency.” Zarifi says the patented sensor, which includes a protective layer, is now being tested by the aviation industry through a rigorous approval process. This needs to be done before it can become a permanent fixture on aircraft. He notes that recently announced funding from the Department of National Defense will enable his team to continue to improve the sensor’s capabilities. Zarifi is also collaborating with a number of wind turbine companies to adapt the sensors into wind farms. The wind farm application is a slightly more straightforward proposition, he says, because the sensors can be mounted at the same altitude of the blades without having to be mounted to the blades—this removes certain calculation variables that are related to motion. In the midst of these breakthroughs, the researchers have uncovered another first when it comes to ice sensing technology. Their latest innovation can sense salty ice, which freezes at colder temperatures. Interest in understanding and monitoring saltwater ice formation is increasing due to issues caused by saltwater ice on oil rigs and marine infrastructure. Zarifi and his team at OMEGA Lab are working towards the introduction of microwave/radar-based technology to address this challenge. By incorporating an antenna into the sensor, the results can be shared in real-time with the operator in order to address the build-up. Zarifi says his team is as excited as the industry partners to see how their microwave and antenna, which have proven to be durable and robust, can be modified for various applications including ice and moisture sensing. The research was funded by a National Sciences and Engineering Research Council of Canada Discovery Grant, Mitacs Accelerate Grant, and grants from the Canada Foundation for Innovation, and the Canadian Department of National Defense. It was published in the journal Applied Materials and Interfaces.About UBC's Okanagan campus
UBC’s Okanagan campus is an innovative hub for research and learning founded in 2005 in partnership with local Indigenous peoples, the Syilx Okanagan Nation, in whose territory the campus resides. As part of UBC—ranked among the world’s top 20 public universities—the Okanagan campus combines a globally recognized UBC education with a tight-knit and entrepreneurial community that welcomes students and faculty from around the world in British Columbia’s stunning Okanagan Valley. To find out more, visit: ok.ubc.caGenetic analysis helps ensure successful fecal microbiota transplants
Could number two be number one when it comes to combating recurrent Clostridium difficile (CDI) infections? Using genetic material analysis and machine learning, UBC researchers have pinpointed several key factors to ensure successful fecal microbiota transplants (FMT), which have proven successful in treating bacterial infections in the gut including illnesses like C. difficile, Crohn’s Disease, Colitis and even obesity, explains lead author Negin Kazemian. “This therapy is still in its infancy, but studies like ours are helping identify key contributors to its overall success,” says Kazemian, a graduate student at UBC Okanagan’s School of Engineering. Kazemian and her supervisor, Assistant Professor Sepideh Pakpour, are investigating the internal dynamics of both donors and recipients to set out a formula for the effectiveness of the therapy. C. difficile is one of the most frequently identified health care-associated infection in North America, she adds. Once a patient gets it, the illness often recurs, making a significant negative impact on a patient’s gut microorganisms. Kazemian explains that severely damaged gut ecosystems, like someone who has had C. difficile, are not self-renewing. Therefore, FMT can help by restoring damaged systems through the recreation of the original ecosystem, or the construction of an entirely new and alternative ecosystem. “In our study, we showed that the success of gut ecological recovery through FMT is dependent on several factors, including the donor gut microbiome—the presence of specific bacteria—as well as the recipient’s pre-FMT gut community structures and the absence of specific bacteria and fungi.” Some previous studies have pointed to the possibility of “super” donors, but these new findings indicate the relationship between donors and recipients is much more complex. Pakpour says the notion of the super-donor is oversimplified due to the observed short-term fluctuations. A recipient’s microbiota may be just as important to consider when predicting treatment outcomes, especially in unbalanced conditions such as ulcerative colitis. “Take, for example, blood transplants where we have a strong understanding of the four main blood groups or types, and how they interact with one another,” says Pakpour. “With fecal transplants the research up to this point has not been as clear in what constitutes a good match or compatibility.” Working with data from the University of Alberta Hospital, Kazemian and Pakpour analyzed the gut composition and DNA from samples extracted before and after FMT. According to Kazemian, their findings indicate that there isn’t a “one stool fits all” approach to ensure transplant success. “The data illustrates that the unique microorganisms in everyone’s bodies respond differently over time, and this has profound implications on whether these transplants work well or not.” The researchers suggest that preparing donors and patients’ gut ecosystems prior to transplant, maybe by using metabolites, would potentially sync their microbiota leading the way to a higher probability of transplant success. The new research is published in Nature Research’s Scientific Report.New coating can eliminate complex disinfectant procedures for protective face shields
Acting like an invisible force field, a new liquid coating being developed by UBC Okanagan researchers may provide an extra layer of protection for front-line workers. Researchers at the Okanagan Polymer Engineering Research and Applications (OPERA) Lab have developed a coating that repels nearly all substances off a surface. And that new coating will make cleaning personal protective equipment a little bit easier for front-line health care workers, explains Kevin Golovin, an assistant professor at UBCO’s School of Engineering and director at OPERA. Surfaces that can repel a broad range of liquids are called omniphobic, explains UBCO master's student and lead author of the study Behrooz Khatir. Working in Golovin’s lab, Khatir has created a spray-on solution that can make any surface, including a face shield, omniphobic. “Omniphobic—all-liquid repellent—films can repel a broad range of liquids, but the applicability of these coatings has always been limited to silicon wafers or smooth glass,” says Khatir. “This new formulation can coat and protect just about any surface, including metals, paper, ceramics and even plastics.” The two-layer coating involves placing an ultra-smooth silica layer on a surface and then functionalizing this layer with a highly-reactive silicone to effectively block all kinds of liquids from sticking on the surface, explains Golovin. Not only does the coating repel countless substances, but even under harsh exposures like UV light, acids and high temperatures, the coating maintains its resistance qualities. And Golovin notes, if the coating does become damaged it can be easily and repeatedly repaired, fully restoring the omniphobic properties to their initial state. Golovin recently received COVID-19 funding from the Natural Sciences and Engineering Research Council (NSERC) to optimize the coating for health care face shields so they stay clean, in partnership with Kelowna-based survivability products manufacturer PRE Labs Inc. “This technology has many applications, but we are currently focused on providing a solution that will keep our nurses and doctors safe and effective,” says Golovin. “This new coating will prevent droplets or microbes from sticking to a face shield. This makes disinfecting face shields feasible just with water rather than requiring complex disinfectant procedures.” The original research was recently published in the ACS Applied Materials & Interfaces journal, with funding support from NSERC.About UBC's Okanagan campus
UBC’s Okanagan campus is an innovative hub for research and learning founded in 2005 in partnership with local Indigenous peoples, the Syilx Okanagan Nation, in whose territory the campus resides. As part of UBC—ranked among the world’s top 20 public universities—the Okanagan campus combines a globally recognized UBC education with a tight-knit and entrepreneurial community that welcomes students and faculty from around the world in British Columbia’s stunning Okanagan Valley. To find out more, visit: ok.ubc.caNew device aims to isolate and remove droplets and airborne viruses
UBC Okanagan researchers are collaborating with Kelowna-based Care Health Meditech to develop a new device that isolates and eliminates airborne droplets and germs associated with COVID-19 and other illnesses. With operating principles similar to a vacuum hood, the Airborne Infection Isolation and Removal (AIIR) device is initially targeted at the dental industry to improve the safety of both staff and patients. Many dental procedures generate aerosols, or small droplets of saliva and blood, that are ejected into the air. These aerosols float in the room and can contain dangerous particles that contain viruses like SARS-COV2, influenza, tuberculosis, HPV and aerosolized mercury, explains Care Health Meditech Managing Partner Stephen Munro. “To aid in the development of AIIR, we turned to UBC researchers for their expertise in multiphase flows and computational fluid dynamics which will help evolve the design ensuring its effectiveness,” Munro says. Transmission of the COVID-19 virus is thought to occur through breathing in respiratory droplets, touching contaminated surfaces or inhaling particles in the air. According to Munro, the key to controlling the transmission is to isolate and eliminate COVID-19 contaminated air and droplets, particularly aerosols. While the AIIR device is currently being used by some dentists, UBCO researchers are now looking at ways to improve the design through computational fluid dynamics simulation and specific testing in Associate Professor Sunny Li’s Thermal Management and Multiphase Flows lab. “Our team is looking at the device’s size and geometry in connection with its airflow dynamics and the dynamics of droplets and particles to make it more accurate and efficient,” says Li, who teaches multiphase flows and is one of the lead researchers on the project. Li is working with Assistant Professors Joshua Brinkerhoff and Sina Kheirkhah from the School of Engineering, and Associate Professor Jonathan Little from the School of Health and Exercise Sciences to provide design modifications and recommendations. During testing, dental procedures will be mimicked in the lab with a dental mannequin connected to a breathing simulator. Particle Imaging Velocimetry and High-speed Shadow Photography Imaging will be used to visualize airflow and track the motion of all droplets. Droplet motion and trajectory can vary depending on the droplet size and local airflow, explains Li. While work is being done in the labs to optimize and improve the device for frontline acute healthcare settings, due to high demand Care Health Meditech’s initial AIIR device is already being delivered to dentists in both Canada and the USA. “Although we are targeting the dental industry, there’s an opportunity to expand into other areas where the risk of airborne infection is high,” says Munro, adding his company has already developed in-house manufacturing capabilities for the device. “The AIIR has the potential to reduce the risk of patients and dentists being exposed to the COVID-19 virus, and will allow dentistry to return to near-normal procedures,” says Munro. “This is significant for Canada and the world as it reduces the need for production and the purchase of personal protection equipment (PPE) and in a few years we aim to have the potential to reduce the need for PPE and N95 respirators for routine procedures in hospitals, doctor’s offices and care facilities.” The research is funded by a Mitacs Accelerate Grant.About UBC's Okanagan campus
UBC’s Okanagan campus is an innovative hub for research and learning founded in 2005 in partnership with local Indigenous peoples, the Syilx Okanagan Nation, in whose territory the campus resides. As part of UBC—ranked among the world’s top 20 public universities—the Okanagan campus combines a globally recognized UBC education with a tight-knit and entrepreneurial community that welcomes students and faculty from around the world in British Columbia’s stunning Okanagan Valley. To find out more, visit: ok.ubc.caVirtual ceremony takes place Wednesday as more than 1,900 students graduate
UBC Okanagan’s Convocation of 2020 will go down in history as a unique event. Instead of students, parents and faculty joining together on campus, the celebrations will be held virtually. “The context of 2020 has made necessary a very different approach to our graduation ceremony this year,” says Deborah Buszard, Deputy Vice-Chancellor and Principal of UBC’s Okanagan campus. “While the ceremony will be virtual, the remarkable achievements of our students are very real and worthy of recognition. I invite everyone to join me in celebrating the Class of 2020.” This year, 1,925 students have qualified for convocation from UBC Okanagan—that includes 1,600 undergraduates, more than 270 students who have earned a master’s degree and 45 newly-conferred doctorate degrees. While convocation is a time of celebration, it’s also a time of long-kept traditions. The program will begin with Chancellor Lindsay Gordon presiding over the virtual ceremony. UBC President and Vice-Chancellor Santa J. Ono and Buszard will both address the Class of 2020 live, dressed in full academic regalia. And graduates will have an opportunity to take a virtual selfie with President Ono. UBC has arranged for Canadian icon and comedian Rick Mercer to deliver the 2020 keynote address. Mercer was a 2010 UBC honorary degree recipient. Students have had the opportunity to purchase graduation regalia, special graduation gifts, create a personalized commemorative graduation video clip, download congratulatory signs and sign a guest book with congratulatory messages. The virtual ceremony will last 45 minutes and it will be livestreamed on June 17, with a pre-show beginning at 2:30 p.m. The ceremony begins at 3 p.m. and a 20-minute virtual alumni reception takes place at 3:55 p.m. The ceremony can also be watched on YouTube, Facebook or Panopto, a platform that is accessible from many countries. To find out more, visit: www.virtualgraduation.ok.ubc.ca “These are, indeed, unusual times, and UBC students have shown once again their resilience and ability to cope and thrive in the face of change,” says Buszard. “With everything they have accomplished over these past months and over the course of their studies, I couldn’t be more proud of the extraordinary UBC Okanagan Class of 2020. Congratulations.”This year’s medal recipients
- Governor General's Gold Medal: Mike Tymko
- Lieutenant Governor's Medal Program for Inclusion, Democracy and Reconciliation: Dominica Patterson
- UBC Medal in Fine Arts: Aiden de Vin
- UBC Medal in Arts: Ellie Jane Fedec
- UBC Medal in Science: Nicholas Kayban
- UBC Medal in Education: Alyssa Pembleton
- UBC Medal in Nursing: Christopher Popel
- UBC Medal in Management: Amanda Campbell
- UBC Medal in Human Kinetics: Madison Pows
- UBC Medal in Engineering: Tyler Ho