Samuli Honkapuro

发表

Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting

Aleksei Romanenko, Ville Tikka, Lasse Lensu, 2019, EPIA.

Architecture of integrated business platform of distributed energy resources and integration of MultiPower laboratory

Sami Repo, Ville Tikka, Anna Kulmala, 2019 .

Final report: Impact of distributed energy resources (DER) on a distribution network and energy stakeholders

Juha Haakana, Jarmo Partanen, Nadezda Belonogova, 2020 .

Final report: Integrated business platform of distributed energy resources – HEILA

Jarmo Partanen, Aleksei Romanenko, Sami Repo, 2019 .

Uniform Web of Things based Access to Distributed Energy Resources via Metadata Registry

Ville Tikka, Peyman Jafary, Anna Kulmala, 2019 .

Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control

Arto Kaarna, Ville Tikka, Lasse Lensu, 2020, IEEE Journal on Selected Areas in Communications.

Novel Technical Solutions as an Enabler of the Small-Scale Demand Response Resources

Jarmo Partanen, Aleksei Romanenko, Ville Tikka, 2019 .

A hybrid method for short-term electricity consumption prediction

Arto Kaarna, Lasse Lensu, X. Z. Gao, 2017, IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.

SGAM use case definition of an information exchange architecture

Sami Repo, Ville Tikka, Rinat Abdurafikov, 2018 .

Multi-objective Role of BESS in an Energy System

Jukka Lassila, Jarmo Partanen, Ville Tikka, 2018 .

Kysynnän jousto - Suomeen soveltuvat käytännön ratkaisut ja vaikutukset verkkoyhtiöille (DR pooli). Loppuraportin tiivistelmä

Pertti Järventausta, Antti Mutanen, Antti Supponen, 2015 .