-
Study
-
UCAS Clearing 2024
- Clearing Courses
- The Clearing Process
- UCAS Tariff Points
- Clearing 2024 FAQs
- Confirmation
- Clearing Campus Tours and Accommodation Viewings
-
Undergraduate
- Search for a Course
- Undergraduate Open Day & Events
- Application Guides
- Northumbria University UCAS Exhibitions
- Foundation Years
- Undergraduate Fees & Funding
- School & College Outreach
- Continuing Professional Development
-
Postgraduate
- Postgraduate Study Degree
- Postgraduate Research Degrees
- Postgraduate Open Days and Events
- Postgraduate Fees & Funding
- Flexible Learning
- Thinking about a Masters?
- Continuing Professional Development
- Change Direction
-
Student Life
- The Hub - Student Blog
- Accommodation
- Life in Newcastle
- Support for Students
- Careers
- Information for Parents
- Students' Union
- Northumbria Sport
-
-
International
International
Northumbria’s global footprint touches every continent across the world, through our global partnerships across 17 institutions in 10 countries, to our 277,000 strong alumni community and 150 recruitment partners – we prepare our students for the challenges of tomorrow. Discover more about how to join Northumbria’s global family or our partnerships.
View our Global Footprint-
Applying to Northumbria
- European Union
- Our London Campus
- Northumbria Pathway
- International Events
- Entry Requirements and Country Representatives
- Regional Offices
-
Northumbria Language Centre
- Faculty Requirements
- Acceptable English Requirements
- Pre-sessional English Language and Study Skills
- Academic Language Skills Programmes (ALS)
-
International Fees, Funding & Scholarships
- International Undergraduate Fees
- International Undergraduate Funding
- International Masters Fees
- International Masters Funding
- International Postgraduate Research Fees
- International Postgraduate Research Funding
- International Money Matters
-
Life at Northumbria
- International student support
- Careers
-
International Mobility
- Current Northumbria Students
- Incoming Exchange Students
-
-
Business
Business
The world is changing faster than ever before. The future is there to be won by organisations who find ways to turn today's possibilities into tomorrows competitive edge. In a connected world, collaboration can be the key to success.
More on our Business Services -
Research
Research
Northumbria is a research-rich, business-focused, professional university with a global reputation for academic quality. We conduct ground-breaking research that is responsive to the science & technology, health & well being, economic and social and arts & cultural needs for the communities
Discover more about our Research -
About Us
-
About Northumbria
- Our Strategy
- Our Staff
- Place and Partnerships
- Student Profiles
- Alumni Profiles
- Leadership & Governance
- Academic Departments
- University Services
- History of Northumbria
- Contact us
- Online Shop
-
-
Alumni
Alumni
Northumbria University is renowned for the calibre of its business-ready graduates. Our alumni network has over 241,000 graduates based in 178 countries worldwide in a range of sectors, our alumni are making a real impact on the world.
Our Alumni - Work For Us
What will I learn on this module?
Analysis of data is an important task in many disciplines. Trends, correlation of variables, quality control and minimisation of hazardous events are some examples of application of data analysis. You will learn to analyse a range of engineering management problems, and you will build appropriate probabilistic models to support and arrive at sound decisions for non-trivial problems with the aid of computer software tools. You will learn about topics such as: the application of mathematical techniques to engineering management data analysis problems, modelling of parameters involving uncertainty using a range of probability density functions, e.g. normal and beta distributions, Probabilistic modelling of engineering problems using software tools, integrating technicality into decision making support incorporating techno-economic, risk and other criteria, justification for a defensible solution under uncertainty and multiple criteria and documentation, presenting options using technical data, arguments for justifiable and defensible solutions to nontrivial problems.
How will I learn on this module?
Active learning sessions will allow you to engage with and appraise specialist knowledge and assist you in exploring and critiquing key concepts and topics within the module. Sessions will involve a combination of content delivery and practical learning exercises to enable you to apply your learning to complex and authentic engineering problems.?A problem-solving focused curriculum will allow you to explore and analyse solutions to complex challenges in relevant subject areas. Learning activities will enable the facilitation of creative thinking approaches to solve open-ended engineering problems.
How will I be supported academically on this module?
During your active learning sessions, academic support will be available to facilitate your exploration of the problem-solving activities. Formative feedback will be provided by the module team, including answering student queries and providing guidance concerning the module such as assessments and your academic progress. The electronic learning platform (eLP) provides a comprehensive resource for integrated learning incorporating learning materials and reading lists that will facilitate directed and self-directed learning. Contact with academic tutors and your peers outside formal teaching hours is encouraged through dedicated ‘office hours’, discussion boards and messaging systems within the eLP. Professional support staff, such as Ask4Help, provide the first point of contact for a range of queries, including, for example, those concerning assessment submission, late submission/extensions, and other administrative issues.
What will I be expected to read on this module?
All modules at Northumbria include a range of reading materials that students are expected to engage with. Online reading lists (provided after enrolment) give you access to your reading material for your modules. The Library works in partnership with your module tutors to ensure you have access to the material that you need.
What will I be expected to achieve?
You will be able to:
Knowledge & Understanding:
MLO1. Apply a comprehensive knowledge of mathematics, statistics, natural science and engineering principles to the solution of complex problems. Much of the knowledge will be at the forefront of the particular subject of study and informed by a critical awareness of new developments and the wider context of engineering (M1)
MLO2, Select and critically evaluate technical literature and other sources of information to solve complex problems (M4)
MLO3, Apply knowledge of engineering management principles, commercial context, project and change management, and relevant legal matters including intellectual property rights (M15)
Intellectual / Professional skills & abilities:
MLO4. Select and apply appropriate data analysis skills, aided by computational techniques to help solving complex problems, discussing the limitations of the techniques employed.
(M3)
Personal Values Attributes (Global / Cultural awareness, Ethics, Curiosity) (PVA):
MLO5, Formulate and analyse complex problems to reach substantiated conclusions. This will involve evaluating available data using first principles of mathematics, statistics, natural science and engineering principles, and using engineering judgment to work with information that may be uncertain or incomplete, discussing the limitations of the techniques employed (M2)
How will I be assessed?
Formative Assessments
Academic staff on the module will assess you in a formative manner to help build your confidence and highlight any improvements required to meet the MLOs.
Your formative feedback will be given to you either verbally by academic staff on the module during formally scheduled teaching sessions or using the eLP. Your formative feedback aims to help you learn and prepare for the submission of your summative assessment.
Summative Assessment
Component 1. Coursework 001 (30%)
This component includes tasks such as technical literature research and analytical modelling work on the core subject in a written report (2500 words or equivalent). It will assess MLOs 2 and 3
Component 2. Coursework 002 (70%)
This component requires students to conduct a set of research tasks and complete with a technical report (3500 words or equivalent) which will assess MLOs 1, 4 and 5.
Feedback will be provided electronically through the eLP within 20 working days of the date of submission.
Pre-requisite(s)
None
Co-requisite(s)
None
Module abstract
This module provides the students with in-depth knowledge of data analysis with a focus on engineering management through theoretical models that can be implemented on commercially available computer software tools. The module extends data analysis to incorporate modelling of engineering problems involving uncertainty involving multiple criteria considerations. The technical aspects of data analysis and the probabilistic modelling of problems supports the making of defensible decisions involving techno-economic, ethical, societal and other engineering management criteria.
Course info
Credits 20
Level of Study Postgraduate
Mode of Study 1 year Full Time
2 other options available
Department Mechanical and Construction Engineering
Location City Campus, Northumbria University
City Newcastle
Start September 2024
All information is accurate at the time of sharing.
Full time Courses are primarily delivered via on-campus face to face learning but could include elements of online learning. Most courses run as planned and as promoted on our website and via our marketing materials, but if there are any substantial changes (as determined by the Competition and Markets Authority) to a course or there is the potential that course may be withdrawn, we will notify all affected applicants as soon as possible with advice and guidance regarding their options. It is also important to be aware that optional modules listed on course pages may be subject to change depending on uptake numbers each year.
Contact time is subject to increase or decrease in line with possible restrictions imposed by the government or the University in the interest of maintaining the health and safety and wellbeing of students, staff, and visitors if this is deemed necessary in future.
Useful Links
Find out about our distinctive approach at
www.northumbria.ac.uk/exp
Admissions Terms and Conditions
northumbria.ac.uk/terms
Fees and Funding
northumbria.ac.uk/fees
Admissions Policy
northumbria.ac.uk/adpolicy
Admissions Complaints Policy
northumbria.ac.uk/complaints