PhD in Manufacturing- Advanced Modelling of Mechanical Component Lifecycle For Remaining Useful Life Prediction

  • Annual course fee

    AUD 37,000

  • Duration

    3 Years

  • Post study work visa

    3 Years

  • Intake months

    May, september

  • Delivery locations


This PhD project aims to develop a novel modelling framework of mechanical component lifecycle for better RUL prediction in terms of uncertainty estimation and reduction. Remaining useful life (RUL) prediction is a process using prediction methods to forecast the future performance of components or systems and obtain the time left before them loses its operation ability. Knowing the RUL of a system is essential for maintenance decision making and contingency mitigation. Its ultimate aim is to increase availability, reliability and safety, and reduce maintenance costs. Apart from maintenance, the estimation of RUL has also an important role in the management of product reuse and recycle which has strategic impacts on energy consumption, raw material use, pollution and landfill.

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Applicants should have a first or second class UK honours degree or equivalent in a related discipline, such as computer science, mathematics, or engineering. The candidate should be self-motivated and have excellent analytical, programming, reporting and communication skills


PTE 65


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Students from Australia are accepted for this course

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  • Total students


  • On campus accommodation


Cranfield University is an institution that goes beyond traditional education, providing a transformative experience for students seeking to become global leaders in their fields. Cranfield University relentlessly pursues academic excellence, offers cutting-edge facilities, and fosters a vibrant international community. It serves as a catalyst for personal and professional growth.

At Cranfield, education extends beyond the walls of a classroom. The university provides an immersive journey that ignites curiosity, challenges conventional thinking, and unlocks the potential within each student. Like a master craftsman shaping raw materials into works of art, Cranfield moulds individuals into exceptional professionals, equipping them with the skills, knowledge, and mindset needed to tackle the complex challenges of the rapidly evolving world.

Imagine stepping onto Cranfield's campuses, nestled in the embrace of the classic English countryside. It is a place where knowledge flows like a meandering river, carving new paths and shaping the landscape of innovation. Cranfield boasts state-of-the-art facilities, which serve as the forge where ideas are forged into reality, breakthroughs are born, and boundaries are pushed. From advanced laboratories resembling alchemical workshops to wind tunnels that mimic the whims of the atmosphere, Cranfield provides a playground for exploration, discovery, and experimentation.

However, Cranfield is more than just a collection of buildings and resources. It embraces a vibrant tapestry woven with the threads of cultural diversity and global connections. Here, students will find themselves surrounded by a mosaic of individuals from over 100 countries, each bringing their unique perspectives, traditions, and aspirations. The richness of this tapestry creates an environment that nurtures empathy, understanding, and collaboration – essential qualities for thriving in an interconnected world.

As students embark on their educational journey at Cranfield, they join a community of passionate individuals driven by a shared purpose – to make a positive impact on the world. The faculty, distinguished experts in their fields, will guide students through intellectual landscapes, challenging them to question, analyse, and think critically. They become mentors, guiding students in a labyrinth of knowledge, pushing them to reach new heights and surpass their own expectations.

But education at Cranfield is not confined to the acquisition of knowledge. It offers an immersive experience that extends beyond the classroom. Through the Cranfield Students' Association and a myriad of clubs and societies, students find themselves immersed in a vibrant tapestry of extracurricular activities. From cultural celebrations that weave a kaleidoscope of colours and flavours to sporting events that ignite the spirit of competition, Cranfield offers a holistic student life that enriches their journey.

As students navigate the labyrinth of academia at Cranfield University, they can rest assured that they are not alone. Cranfield University is committed to providing a supportive environment, offering a helping hand whenever needed. Whether seeking academic guidance, career advice, or personal support, the dedicated staff is there to empower students, guiding them through the twists and turns of their educational odyssey.

Beyond the boundaries of Cranfield's campuses, the world awaits – a vast canvas upon which students will paint their own masterpieces. Armed with the knowledge, skills, and confidence bestowed upon them by Cranfield University, they will step into the realm of possibilities, ready to shape industries, transform communities, and make a lasting impact.

Campus Location

Cranfield University is strategically located at the heart of the UK's Cambridge – Milton Keynes – Oxford arc, offering an ideal environment for academic pursuits. Situated close to Milton Keynes and Bedford, the campus enjoys convenient access to major transportation hubs, including rail and road connections to airports, coach and train stations. What sets Cranfield apart is its unique feature of having its own airport for private executive business travel. This unparalleled accessibility makes it a prime choice for international students seeking a world-class education in a well-connected location.

Study Areas

When it comes to study areas, Cranfield University offers a wide range of master's and research programs that attract students from all over the world. The student community is diverse, with individuals bringing in industrial experience in technology and management. The university specialises in fields such as science, technology, engineering, and management, with a strong focus on key sectors, including aerospace, defence and security, environment and agrifood, energy and sustainability, manufacturing and materials, transport systems, and water. Additionally, leadership and management programs provide students with valuable insights and skills to excel in their chosen professions.

Diversity and Inclusion

Cranfield University values diversity and recognises the significant contributions that different perspectives can bring to the learning and teaching community. The university actively promotes diversity and inclusion through various initiatives. Recruitment and selection procedures have been reviewed to ensure the attraction of diverse talent. Efforts have been made to increase the representation of women on recruitment panels, and job advertisements now include a statement on diversity and flexible working. To support the career development of female staff, Cranfield offers a mentoring scheme that is open to all, along with participation in programs like the Step Up Women's Network, Advanced HE's Aurora Programme, and the internal Women as Leaders program. The university also provides training and development opportunities to raise awareness of unconscious bias and foster a culture of inclusivity. By working towards becoming a Disability Confident Employer, Cranfield ensures that individuals with disabilities are given the necessary support and accommodations. These concerted efforts towards diversity and inclusion create an environment where every student feels valued and empowered to achieve their full potential.

Student Life - Clubs and Societies

At Cranfield University, student life goes beyond academics, with a vibrant array of clubs and societies that cater to a wide range of interests. The Cranfield Student Association (CSA) plays a pivotal role in supporting and representing students, promoting their welfare, and organising various social, cultural, and sporting activities. Throughout the year, the CSA arranges regular entertainment events, including freshers' and graduation events, live bands, discos, and the much-anticipated President's Ball. For those looking to explore the rich cultural heritage of the UK, the CSA organises trips to places of interest around the country, catering to the diverse demand from its members. On campus, the CSA bar serves as a social hub, offering a range of beverages, from beers and wines to spirits and alcohol-free options. Additionally, the CSA shop provides students with a wide range of stationery for their academic needs, along with Cranfield University branded gifts and memorabilia, allowing them to cherish their time at the university even after graduation. The thriving student life, complemented by a supportive and engaging community, ensures that students not only excel academically but also have a memorable and fulfilling social experience.

Campus Facilities

Cranfield University prides itself on its world-class, large-scale facilities that enhance the quality and value of research and teaching. These facilities are not only available for internal use but also open for external collaborations and partnerships. The university boasts a comprehensive range of state-of-the-art facilities designed to cater to various disciplines.

For those involved in cutting-edge technology and innovation, the 3D Print Hub provides access to advanced 3D printing services, along with professional training to develop expertise in this rapidly evolving field. The Wind Tunnels, including the 8x4 atmospheric boundary layer wind tunnel and the 8x6 wind tunnel, offer purpose-built facilities for simulating flow fields associated with atmospheric winds and testing and developing air vehicle performance. Cranfield's Accident Investigation Laboratory supports the work carried out in the Safety and Accident Investigation Centre, providing valuable resources and insights into accident investigation processes. The Advanced Casting and Solidification Technologies facility focuses on the development of sustainable metal casting processes, contributing to advancements in the manufacturing industry.

Cranfield's commitment to environmentally-friendly practices is exemplified by the Aircraft Cargo Bay Suppression Fire Rig, which is part of the project using innovative green technology for cargo fire suppression systems. The university also houses the Boundary Layer Wind Tunnel, an open circuit, a blow-down tunnel that enables the study of boundary layer wind behaviour, offering valuable insights into wind engineering and related fields.

Alumni Network

Cranfield University takes pride in its extensive alumni network, which spans across industries and continents. Graduates of Cranfield join a global community of professionals who are making a significant impact in their respective fields. The university actively supports and nurtures its alumni network, organising events, seminars, and networking opportunities to foster connections and collaboration. Cranfield also offers career support and guidance to its alumni, helping them navigate their professional journeys and stay connected to the university's resources and expertise.

Why Study at Cranfield University?

  • Academic Excellence: Renowned for its pioneering research and cutting-edge innovation, Cranfield University is among the premier institutions in the world. Students have privileged access to eminent academics as well as industry professionals who bring their in-depth knowledge and experience into the classroom. This provides learners with an invaluable opportunity to be exposed to a multitude of perspectives beyond theoretical ideas.
  • Cutting-Edge Facilities: Cranfield's world-class facilities provide an enriching learning environment. From advanced laboratories and wind tunnels to specialised research centres, the university offers state-of-the-art resources that empower students to explore, experiment, and innovate. These facilities are at the forefront of technological advancements and play a significant role in driving groundbreaking research and development across various disciplines.
  • Diverse Study Areas: Cranfield University offers a wide range of study areas catering to diverse interests and career aspirations. Whether you are passionate about aerospace, engineering, business, environmental science, or management, you will find a comprehensive selection of programs designed to equip you with the skills and knowledge needed to excel in your chosen field. The university's multidisciplinary approach encourages collaboration and cross-pollination of ideas, fostering a rich and stimulating academic environment.
  • International Community: As an international student, joining Cranfield University means becoming part of a vibrant and diverse community. With students from over 100 countries, you will have the opportunity to interact with peers from different cultural backgrounds, broadening your horizons and gaining a global perspective. The university celebrates cultural diversity, creating an inclusive and welcoming atmosphere where individuals from all walks of life can thrive.
  • Student Life and Societies: Cranfield University understands the importance of a well-rounded student experience. The Cranfield Students' Association (CSA) plays a vital role in supporting and representing students, promoting their welfare, and organising various social, cultural, and sporting activities. From freshers' events to graduation celebrations, the CSA ensures that student life is filled with memorable experiences. Engaging in clubs and societies provides opportunities to make friends, pursue hobbies, and develop leadership and teamwork skills.
  • Supportive Environment: Cranfield University is dedicated to supporting its students throughout their academic journey. From the moment you arrive on campus, you will find a welcoming and supportive community that is committed to your success. Whether you need academic guidance, career advice, or personal support, the university's dedicated staff and resources are there to assist you every step of the way. Cranfield's focus on student well-being ensures that you have the necessary support systems to thrive academically and personally.
  • Career Opportunities: Cranfield University's strong industry connections and close collaborations with leading companies provide excellent career prospects for its graduates. The university has a proven track record of producing highly employable graduates who are sought after by top organisations worldwide. Through career fairs, networking events, and industry partnerships, Cranfield ensures that students have access to valuable internships, placements, and job opportunities, giving them a head start in their professional journeys.
  • Beautiful Campus Locations: Cranfield University's campuses, located in Cranfield and Shrivenham, offer picturesque settings conducive to focused learning and personal growth. Surrounded by the classic English countryside, both campuses provide a peaceful and safe environment that fosters a sense of community. Additionally, their proximity to towns, cities, and places of interest allows for easy exploration and access to culture.


  • QS

    QS rank

  • arwu

    ARWU rank

    54 - 60


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