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Research Fellow (Power Systems and Optimization)

ntu · CleanTech One

🇬🇧 English
Stochastic programming Approximate dynamic programming Dynamic programming

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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Source : ats:workday

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ntu

CleanTech One