Simon Waczowicz

发表

Data Mining zur Analyse der Auswirkungen von Preissignalen auf Haushaltsstromkunden

Markus Reischl, Ralf Mikut, Dirk Westermann, 2014, Autom..

Large-scale grid integration of residential thermal energy storages as demand-side flexibility resource: A review of international field studies

Dirk Müller, Veit Hagenmeyer, Henryk Wolisz, 2019, Renewable and Sustainable Energy Reviews.

Prognose für preisbeeinflusstes Verbrauchsverhalten

Ralf Mikut, Dirk Westermann, Stefan Klaiber, 2017, Autom..

Assessment of Unsupervised Standard Pattern Recognition Methods for Industrial Energy Time Series

Ralf Mikut, Veit Hagenmeyer, Simon Waczowicz, 2018, e-Energy.

Virtual Storages as Theoretically Motivated Demand Response Models for Enhanced Smart Grid Operations

Markus Reischl, Ralf Mikut, Veit Hagenmeyer, 2015 .

Photovoltaic power forecasting using simple data-driven models without weather data

Markus Reischl, Ralf Mikut, Veit Hagenmeyer, 2017, Computer Science - Research and Development.

Information and communication technology in energy lab 2.0: Smart energies system simulation and control center with an open-street-map-based power flow simulation example

Ralf Mikut, Veit Hagenmeyer, Clemens Düpmeier, 2016 .

Demand Response clustering: Automatically finding optimal cluster hyper-parameter values

Ralf Mikut, Veit Hagenmeyer, Simon Waczowicz, 2018, e-Energy.

The MATLAB Toolbox SciXMiner: User's Manual and Programmer's Guide pdf

Andreas Bartschat, Markus Reischl, Ralf Mikut, 2017, ArXiv.

Nearest-Neighbor Based Non-Parametric Probabilistic Forecasting with Applications in Photovoltaic Systems pdf

Ralf Mikut, Veit Hagenmeyer, Lutz Gröll, 2017, ArXiv.

Energy forecasting tools and services

Ralf Mikut, Veit Hagenmeyer, Simon Waczowicz, 2018, WIREs Data Mining Knowl. Discov..

Mining Flexibility Patterns in Energy Time - Series from Industrial Processes

Ralf Mikut, Veit Hagenmeyer, Simon Waczowicz, 2017 .

Investigation and mathematical modelling of the impact of incentive signals to consumers on their consumption, load forecast and network operation

Ralf Mikut, Dirk Westermann, Stefan Klaiber, 2016 .

Concept and benchmark results for Big Data energy forecasting based on Apache Spark

Andreas Bartschat, Ralf Mikut, Veit Hagenmeyer, 2018, Journal of Big Data.

Demand response clustering - How do dynamic prices affect household electricity consumption?

Markus Reischl, Ralf Mikut, Veit Hagenmeyer, 2015, 2015 IEEE Eindhoven PowerTech.

Probabilistic forecasts of the distribution grid state using data-driven forecasts and probabilistic power flow

Ralf Mikut, Veit Hagenmeyer, Clemens Düpmeier, 2021 .

Smart Charging of Electric Vehicles with Cloud-based Optimization and a Lightweight User Interface: A Real-World Application in the Energy Lab 2.0: Poster

Ralf Mikut, Veit Hagenmeyer, Simon Waczowicz, 2021, e-Energy.

A contribution to the load forecast of price elastic consumption behaviour

Ralf Mikut, Dirk Westermann, Stefan Klaiber, 2015, 2015 IEEE Eindhoven PowerTech.