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PhD in Applying Artificial Intelligence in Chemical Engineering

克兰菲尔德大学

Cranfield University

  • 学历文凭

    学历文凭

    Ph.D.

  • 专业院系

    专业院系

    Energy and Power

  • 开学时间

    开学时间

  • 课程时长

    课程时长

  • 课程学费

    课程学费

    汇率提示

国际学生入学条件

Applications are welcomed from outstanding students with a minimum 2.1 degree in Chemical Engineering or any other engineering/scientific/computational based subject. We are looking for students with aspiration as well as intellectual aptitude. The candidate should possess an innovative approach to problem solving, well developed technical skills, a willingness to work in a cross-disciplinary research setting.
IELTS Academic - 6.5 overall and 5.5 in all skill components.

TOEFL
TOEFL iBT (we accept TOEFL iBT, TOEFL iBT Home Edition and TOEFL iBT Paper Edition) - 92 total and minimum skill component scores of 20 reading, 20 listening, 21 speaking and 20 writing.

Pearson PTE
PTE Academic, PTE Academic Online, PTE Academic UKVI - 65 overall and 62 in all skill components.
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  • 雅思总分:6.5
  • 托福网考总分:92
  • 托福笔试总分:160
  • 其他语言考试:PTE Academic UKVI - 65 overall and 62 in all skill components.

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课程简介

This is a self funded PhD studentship opportunity which combines the fields of chemical engineering and artificial intelligence. This research project will investigate cutting-edge machine learning and develop Artificial Intelligence for application in chemical process prediction and reactor control automation.<br>One of the key challenges to be solved in this exciting project is that the current techniques for process control lack the ability to handle dynamic situations whereby process conditions can change in a seemingly random way to specific changes in operation.Through Big Data and Artificial Intelligence (AI), it is possible to overcome this limitation and with world-leading research, AI may offer improved process control over traditional control loops. This innovative project aims to make strides towards finding novel solutions to this real world problem by investigating machine and deep learning algorithms on a scaled chemical reactor with inputs that can be gradually incorporated and adjusted to increase the complexity of the system.<br>This pioneering research project will investigate innovative machine learning techniques, supported by a world class research group, to design and study AI for enhancing advanced reactor control systems. The results of the project will be validated experimentally and by modelling. The research will involve the student generating the state-of-the-art AI programmes for reaction prediction and process control that are optimised, environmentally conscious, low cost, and high performing.<br>The research will be student driven and as such there is scope to broaden and deepen the scope of these objectives based on new information that comes to light during the course of the research.
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