Postgraduate DiplomaEnergy and Networks Applications open

Postgraduate Diploma in Asset Modelling and What-if Planning

Online 800-hour postgraduate diploma in Asset Modelling and What-if Planning. 8 modules covering ISO 55001 (asset management systems), ISO 55000 (asset management: overview and terminology) and Python (pandas, SimPy). Assigned tutor and open enrolment.

Duration800 h
ModeOnline
LanguageEnglish
Start datesSet by the faculty
AwardSEIUM Institute diploma

Postgraduate Diploma in Asset Modelling and What-if Planning — studying from Ireland

Ireland's energy sector is undergoing significant change, with a growing share of wind power, expanding grid infrastructure and investment in interconnection and storage. The Electricity Supply Board (ESB) and Gas Networks Ireland manage major transmission and distribution assets, while EirGrid operates the national electricity transmission system. Engineers work on grid planning, renewable integration, network operation and energy system modelling. Regulation is provided by the Commission for Regulation of Utilities, with national targets set by government climate and energy policy.

Fees for Ireland: €1,090 (Euro), with instalments and employer sponsorship available.

Relevant bodies in Ireland

  • Commission for Regulation of Utilities (CRU)
  • EirGrid
  • Electricity Supply Board (ESB)
  • Sustainable Energy Authority of Ireland (SEAI)

Typical roles

  • Grid Engineer
  • Renewable Energy Engineer
  • Network Planning Engineer
  • Energy Systems Analyst

Questions from Ireland

Which Irish bodies oversee energy and network engineering recognition?

The Commission for Regulation of Utilities regulates electricity and gas markets in Ireland, and EirGrid and ESB Networks operate the transmission and distribution systems. Engineers Ireland sets professional engineering standards and chartership. SEIUM's qualifications are private and not accredited by any national body, so their recognition is for employers or the relevant body to determine.

Do Irish energy and utility employers consider private online engineering qualifications?

Irish utilities, grid operators and consultancies generally prioritise professional registration, relevant degrees and operational experience. A private online qualification may support your application as evidence of study, but how it is weighed is at each employer's discretion. We cannot guarantee any outcome, so ask prospective employers directly.

Can I study alongside a job, and does my employer need to fund it?

The programme is online and taught in English, so you can study from home in Ireland with no travel and no student visa required. Plan for 1,900 hours on a master's, 800 on a postgraduate diploma or 300 on a specialist course. Each student has an assigned technical tutor, fees can be paid in instalments, and employer funding is possible but not required, so it is worth raising with your employer.

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Learning outcomes

What you will be able to do

01

Apply the ISO 55001 framework to network asset management.

02

Build degradation and failure probability models using real data.

03

Design a simplified digital twin of an asset fleet.

04

Simulate what-if scenarios for investment, maintenance and renewal.

05

Prioritise assets according to risk and criticality criteria.

06

Optimise investment portfolios under budget constraints.

07

Define indicators and governance for a strategic asset plan.

Profile

Who it's for

  • Asset management engineer looking to specialise in Asset Modelling and What-if Planning.
  • Network reliability analyst looking to specialise in Asset Modelling and What-if Planning.
  • Infrastructure investment planner looking to specialise in Asset Modelling and What-if Planning.
  • Digital twin specialist looking to specialise in Asset Modelling and What-if Planning.
  • Predictive maintenance engineer looking to specialise in Asset Modelling and What-if Planning.
  • Asset management consultant looking to specialise in Asset Modelling and What-if Planning.
  • Graduates in engineering or science looking to enter electricity distribution.
Standards & tools

What you'll work with

  • ISO 55001 (asset management systems)
  • ISO 55000 (asset management: overview and terminology)
  • ISO 31000 (risk management)
  • IEC 31010 (risk assessment techniques)
  • IEC 60812 (failure modes and effects analysis, FMEA)
  • IEC 60300-3-11 (reliability-centred maintenance)
  • IEC 61649 (Weibull analysis)
Syllabus

8 modules · 800 h

  1. 1.1Asset management according to ISO 55000 and ISO 55001
  2. 1.2Electrical asset inventory and hierarchy
  3. 1.3Lifecycle: acquisition, operation and renewal
  4. 1.4Risk, cost and performance as decision drivers
  5. 1.5Asset data: GIS, ERP and CMMS
  6. 1.6Data quality and completeness
  7. 1.7Reliability indicators: SAIDI, SAIFI and ENS
  8. 1.8Incentive regulation and assets
  9. 1.9Strategic asset management plans
  10. 1.10Workshop: data audit of a transformer inventory
  1. 2.1Weibull distributions and life analysis
  2. 2.2Bathtub curves and failure rates
  3. 2.3Physical degradation models
  4. 2.4Thermal ageing of insulation according to IEC 60076-7
  5. 2.5State Markov models
  6. 2.6Proportional hazards models
  7. 2.7Censored data and estimation
  8. 2.8Common-mode failures
  9. 2.9Validation with failure histories
  10. 2.10Practice: fitting a Weibull distribution to circuit breaker failures
  1. 3.1Concept and digital twin levels
  2. 3.2Physical models versus data models
  3. 3.3Integration of SCADA, GIS and maintenance
  4. 3.4Network model with CIM IEC 61970 and 61968
  5. 3.5Twin synchronisation and updating
  6. 3.6Digital twin platforms
  7. 3.7Visualisation and dashboards
  8. 3.8Model governance
  9. 3.9Use cases in distribution companies
  10. 3.10Laboratory: simplified digital twin of a substation
  1. 4.1Defining scenarios and assumptions
  2. 4.2Demand and electrification scenarios
  3. 4.3Climate and thermal loading scenarios
  4. 4.4Monte Carlo simulation of failures
  5. 4.5Discrete event simulation
  6. 4.6Global sensitivity analysis
  7. 4.7Alternative investment scenarios
  8. 4.8Network stress analysis
  9. 4.9Communicating results to management
  10. 4.10Laboratory: Monte Carlo simulation of the transformer fleet
  1. 5.1Probability of failure and consequence
  2. 5.2CNAIM methodology for risk indices
  3. 5.3Risk monetisation
  4. 5.4Criticality by customers and safety
  5. 5.5Risk matrices and thresholds
  6. 5.6Aggregated portfolio risk
  7. 5.7Technological obsolescence risk
  8. 5.8Uncertainty in risk estimation
  9. 5.9Risk-based prioritisation
  10. 5.10Case study: calculating monetised risk for a cable portfolio
  1. 6.1Whole-life cost
  2. 6.2Replacement versus refurbishment
  3. 6.3Investment portfolio optimisation
  4. 6.4Applied linear and integer programming
  5. 6.5Budget and resource constraints
  6. 6.6Multi-objective optimisation
  7. 6.7Decision-making with real options
  8. 6.8Multi-year investment plan
  9. 6.9Justification to the regulator
  10. 6.10Practice: optimising the ten-year replacement plan
  1. 7.1Asset digitalisation roadmap
  2. 7.2Organisation and roles
  3. 7.3Change management
  4. 7.4Systems and data architecture
  5. 7.5Maturity indicators
  6. 7.6Integration with maintenance processes
  7. 7.7Audit of the asset management system
  8. 7.8Continuous improvement
  9. 7.9Lessons from real-world implementations
  10. 7.10Case study: maturity assessment against ISO 55001
  1. 8.1Selecting the asset portfolio
  2. 8.2Data preparation and cleansing
  3. 8.3Degradation and failure model
  4. 8.4Building the planning digital twin
  5. 8.5Defining what-if scenarios
  6. 8.6Risk calculation and prioritisation
  7. 8.7Optimised investment plan
  8. 8.8Recommendations to management
  9. 8.9Report and presentation
  10. 8.10Final review with the tutor
Methodology, software & labs

How you'll learn

Training 100 % online on the SEIUM campus, with downloadable material, recorded classes and an assigned technical tutor. No fixed timetables: students progress at their own pace within the intake, which makes it possible to combine it with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is Python (pandas, SimPy), MATLAB, AnyLogic, Power BI, advanced Excel, in free, academic or trial versions. The tests are studied through real procedures for modelling degradation curves using historical failure data, what-if investment scenario simulation, and risk and criticality matrices for network assets. Assessment is continuous, module by module, plus the final integrative project.

Accredited laboratories(EN ISO/IEC 17025) with a rotor test bench, EMC/Lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-oriented Master's Thesis:safety case, test plan, compliance dossier and operational limits.
Industry mentoring:lecturers with experience in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:safety-by-design approach, cyber-OT, DIH and compliance as pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Selecting the asset portfolio

Apply the ISO 55001 framework to network asset management.

Data preparation and cleansing

Build degradation and failure probability models using real data.

Degradation and failure model

Design a simplified digital twin of an asset fleet.

Building the planning digital twin

Simulate what-if scenarios for investment, maintenance and renewal.

Defining what-if scenarios

Prioritise assets according to risk and criticality criteria.

Career opportunities

Where this takes you

Asset management engineerNetwork reliability analystInfrastructure investment plannerDigital twin specialistPredictive maintenance engineerAsset management consultant
Admissions & scholarships

Requirements

  • Prior technical training or professional experience in the sector. No university degree is required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient level of Spanish to follow technical standards.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme consists of 800 hours in total, spread over 6 to 8 months. That is an average of 10 to 15 hours per week, compatible with a full-time job.

You work with Python (pandas, SimPy), MATLAB, AnyLogic, Power BI, advanced Excel. Free, academic or trial versions are used, and the tutor indicates the open-source alternative where one exists.

A SEIUM Institute own diploma upon passing the continuous assessment and the integrative project. This is in-house training, not an official qualification from the Ministry.

Yes. Modules passed in a course or postgraduate diploma in the same area can be recognised in the higher-level programme. Check the recognition policy when enrolling.

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