Seppo Sierla

Aalto University

Finland

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Articles (11)

Year:

2024

Year:

2023

Year:

2022

Year:

2022

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2022

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2022

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2021

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2021

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2021

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2021

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2021

Collaborators (9)

Ville Kyrki

Associate Professor

Aalto University

FINLAND

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Mahdi Jalili

RMIT University

AUSTRALIA

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Mahdi Pourakbari Kasmaei

Assistant Professor

Aalto University

FINLAND

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Rakshith Subramanya

Aalto University

FINLAND

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Riku-Pekka Nikula

University of Oulu

FINLAND

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Raine Viitala

Assistant Professor

Aalto University

FINLAND

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Andrew Jennings

La Trobe University

AUSTRALIA

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Jesse Miettinen

Aalto University

FINLAND

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Heikki Ihasalo

Aalto University

FINLAND

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Seppo Sierla

Research Interests

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Contact this professor

Articles (11)

Primary Frequency Control with an Air Handling Unit

Artificial Intelligence for Electric Vehicle Infrastructure: Demand Profiling, Data Augmentation, Demand Forecasting, Demand Explainability and Charge Optimisation

Whitening CNN-Based Rotor System Fault Diagnosis Model Features

From DevOps to MLOps: Overview and Application to Electricity Market Forecasting

Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach

A Review of Reinforcement Learning Applications to Control of Heating, Ventilation and Air Conditioning Systems

A Simulation Environment for Training a Reinforcement Learning Agent Trading a Battery Storage

Validating the Real-Time Performance of Distributed Energy Resources Participating on Primary Frequency Reserves

Roadmap to semi-automatic generation of digital twins for brownfield process plants

Solar Irradiance Nowcasting for Virtual Power Plants Using Multimodal Long Short-Term Memory Networks

Robust Multi-Step Predictor for Electricity Markets with Real-Time Pricing

Collaborators (9)

Ville Kyrki

Mahdi Jalili

Mahdi Pourakbari Kasmaei

Rakshith Subramanya

Riku-Pekka Nikula

Raine Viitala

Andrew Jennings

Jesse Miettinen

Heikki Ihasalo

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