Engineering and design
Numerical Modelling and Engineering Simulations
Module code: H7137
Level 5
15 credits in spring semester
Teaching method: Lecture, Laboratory, Workshop
Assessment modes: Coursework
Numerical modelling of engineering systems is essential to solving the complex problems faced by the modern world. As the size and complexity of a system increases, analytical hand-calculations become insufficient and indeed some problems are impossible using a purely analytical approach.
This module will equip you to tackle complex engineering problems and confidently apply the appropriate numerical techniques, whilst recognising their limitations and the impact these have.
Topics include:
- numerical solution techniques
- curve fitting and analysis
- linear and non-linear equation root finding
- numerical differentiation and integration
- applied IVP and BVP solution techniques
- building numerical programming competency
Computer based lab sessions will deliver practical, hands-on experience with commercial software.
Topics include:
- numerical solution of systems of linear algebraic equations
- curve fitting and interpolation techniques
- linear and non-linear equation root finding
- numerical differentiation and integration
- preparation and solution of Initial Value and Boundary value problems, including application of finite difference techniques
- applied Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA).
Module learning outcomes
- Demonstrate comprehensive knowledge and understanding of mathematical and computational models relevant to the engineering discipline, and an appreciation of their limitations
- Monitor, interpret and apply the results of analysis and modelling in order to bring about continuous improvement
- Apply quantitative and computational methods in order to solve engineering problems and to implement appropriate action
- Extract and evaluate pertinent data and to apply engineering analysis techniques in the solution of unfamiliar problems