PhD in flood management using Unmanned Aerial Vehicle images and Artificial Intelligence
11/01/2021
I am delighted that I have successfully secured the sponsorship for the PhD (Intelligent Dynamic Flood Response and Recovery Strategy) at Cranfield University. EPSRC, Atkins and Cranfield University together sponsor this PhD programme.
The PhD project aims to develop an AI-based tool using high-resolution Unmanned Aerial Vehicle (UAV) images to assess the impact of flooding on people and critical infrastructure assets. This tool will, consequently, facilitate efficient clean-up and recovery. I plan to extract the key flood parameters from the UAV imagery using computer vision technology to identify flood type and assess the damage caused. If I can further develop a method to quantify and classify the damage based on the parameters obtained from the image, it would enable me to recommend an effective flood response and recovery strategy. With the increasing effects of climate change, flooding is becoming more frequent and disastrous. Therefore, this study would be beneficial to improve urban flood resilience in the future.
I had completed my bachelor’s degree in Civil Engineering at the University of Kerala in India. I then got a job as a software engineer through a campus placement after my bachelor’s studies, I decided to pursue my interest in water engineering a year after. I moved to the UK to start my master’s degree in Environmental Water Engineering at Cardiff University. After graduation, I started my career in the water industry and have worked as a civil engineer in the UK water industry for over 11 years now.
Whilst working in the UK water industry, I came across the possibilities of using digital technologies in the water industry. I aspire to combine my software engineering experience with water engineering to be a part of the research, solving complex environmental and water problems we face in our ever-changing environment. I had been looking for a PhD research opportunity that suited my aspirations and would help me contribute to the industry. When I came across this PhD vacancy, I did not have to think twice before applying for it!
In one of the projects I worked on, I used images obtained from an aerial survey to identify a leak in a factory’s trade effluent pipe. An experienced pilot carried out the survey using a helicopter. There were limitations in flying an aircraft in adverse weather conditions. As the pilot can control the UAV remotely, it will be safer, accessible, quicker, and cost-effective than other aerial survey methods. So, the use of UAVs for flood management has a clear advantage. I want to learn more about flight control techniques and any specific flight methods that would benefit flood monitoring.
During my time at Cranfield University working on my PhD, I intend to improve my research skills and conduct quality research with my supervisor’s and fellow researchers’ help. I believe the multidisciplinary environment at Cranfield would broaden my knowledge in other areas and expand my skillset.
I recently learnt from Dr Rivas Casado that part of the funding support for my PhD comes from the Andrea Wilson Memorial Fund, formed in memory of an exemplary Atkins employee. Atkins regularly donates to continue Andrea’s passion for UAV research. Being an ex-employee of Atkins, I am pleased to receive the funding from this Memorial Fund of an inspirational Atkins employee.
I am looking forward to joining a fantastic research team and carrying out my research under Dr Monica Rivas Casado’s and Dr Yadira Bajon Fernandez’s supervision. I want to contribute to a study that would help us prepare better for the changing environment.
And finally, I am excited to be back at university from a corporate environment and have loads of fun!
I will be back soon to update you on my progress!
Categories & Tags:
Leave a comment on this post:
You might also like…
Come to a virtual study session in May
What are virtual study sessions? These are online study sessions facilitated by Library staff, where you can study independently alongside other students via Teams. They are a great way for you to dedicate specific time ...
Getting started on your School of Management thesis
Writing a thesis, business plan, internship project or company project can be a daunting task, and you might have some uncertainty or questions around how to get started. This post will share some ideas and ...
Sustainability by royal request: Managing an event fit for a King
The Coronation of King Charles III on May 6th 2023, was watched by millions of people around the world with tens of thousands of people travelling to Central London to witness the pageantry firsthand. ...
Getting started on your Master’s thesis
Please note: This post is intended to provide advice to all students undertaking a thesis in the Schools of Aerospace, Transport and Manufacturing; Water, Energy and Environment, and Defence and Security. There is separate advice ...
Finding your tribe: “Joining the sustainability community was the best decision”
For students on Cranfield’s Sustainability Business Specialist Apprenticeship, community and camaraderie is a vital component for success. Designed in consultation with industry, the part-time Level 7 apprenticeship aims to deepen participants’ knowledge of the ...
“My sustainability studies gave me the confidence to take on Amazon”
Not everyone would have the confidence to challenge a big global power like Amazon but, for Colin Featherstone, Senior Technology Manager and Tech Sustainability Lead at Morrisons, his Cranfield studies equipped him with the ...