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aleksei-mashlakov/README.md

👋 Hi there, I'm Aleksei 👨‍💻 🔌

🔸 I’m currently working at Centrica in R&D team 👨‍🔬

🔸 Interested in optimizing the operation of individual energy resources to enable more decarbonized ☘️ and flexible 🔋 power system

Focused on:

🔸 Energy and ancillary service markets
🔸 Power systems modeling and control
🔸 Data-driven probabilistic energy forecasting
🔸 Sequential optimization under uncertainty
🔸 Energy Informatics

Languages

Top Langs

Connect with me 🌐

Website | LinkedIn | Researchgate


Pinned

  1. multivariate-deep-learning multivariate-deep-learning Public

    This repository contains the source code utilised for the paper: "Assessing the performance of deep learning models for multivariate probabilistic energy forecasting"

    Jupyter Notebook 21 9

  2. flexibility-scheduling flexibility-scheduling Public

    This repository contains the source code utilised for the paper: "Decentralized cooperative scheduling of prosumer flexibility under forecast uncertainty"

    Python 1

  3. microgrid-resilience microgrid-resilience Public

    This repository contains the source code utilised for the paper: "Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience"

    Python 2 1

  4. parking-forecast parking-forecast Public

    Parking forecasting pipeline for prediction of available parking spaces

    Jupyter Notebook 1 1

  5. flexibility-metadata-registry flexibility-metadata-registry Public

    Flexibility metadata registry based on Web-of-Things concept

    Jupyter Notebook

  6. fcrn-bidding fcrn-bidding Public

    A hardware-in-loop pipeline for bidding battery storage capacity into FCR-N market though local energy market

    Jupyter Notebook 2