Research Fellow (Power Systems and Optimization)
ntu · CleanTech One
Job description
About the role
The Energy Research Institute at NTU is seeking a Research Fellow to lead the development of a flexibility planning tool for electrical distribution networks. The role focuses on optimisation of distributed energy resources to support grid reinforcement and defer capital expenditure.
Key responsibilities
- Develop and implement a flexibility planning tool that considers behind-the-meter and utility-side installations.
- Analyse the impact of renewable generation and storage on distribution systems.
- Design optimisation algorithms for the deployment of DERs such as ESS, PV, EV charging stations and flexible loads.
- Model system-level and device-level constraints using stochastic programming and approximate dynamic programming.
- Implement distribution power-flow methods for DER-rich networks and model flexibility envelopes.
- Formulate and solve constrained optimisation problems using convex optimisation, dynamic programming, NLP, MILP and MINLP.
- Apply decomposition and relaxation techniques to address large-scale planning problems.
- Collaborate with industry research partners on tool validation and deployment.
Required profile
- Strong background in power system planning and renewable energy integration.
- Experience with optimisation under uncertainty and flexibility planning using DERs.
- Ability to develop mathematical models and implement advanced optimisation algorithms.
Required skills
- Stochastic programming
- Approximate dynamic programming
- Distribution power-flow modelling
- Convex optimisation
- Dynamic programming
- Non-linear programming (NLP)
- Mixed-integer linear programming (MILP)
- Mixed-integer nonlinear programming (MINLP)
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ntu
CleanTech One
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