Harri Niska - researchr alias

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Viewing Publication 1 - 20 from 20

2021

Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid ResilienceDaniel Gutierrez-Rojas, Aleksei Mashlakov, Christina Brester, Harri Niska, Mikko Kolehmainen, Arun Narayanan, Samuli Honkapuro, Pedro H. J. Nardelli. access, 9:163108-163121, 2021. [doi]

2020

Weather-based Fault Prediction in Electricity Networks with Artificial Neural NetworksChristina Brester, Harri Niska, Robert Ciszek, Mikko Kolehmainen. cec 2020: 1-8 [doi]

2019

Mitigating the Weaknesses of Machine Learning in Short-Term Forecasting of Aggregated Power System Active LoadsPekka Koponen, Harri Niska, Antti Mutanen. indin 2019: 303-310 [doi]

2016

Hybrid model for short-term forecasting of loads and load control responsesPekka Koponen, Harri Niska. isgteurope 2016: 1-6 [doi]

Identifying socio-demographically favourable area types for early hybrid electric vehicle adoption through mining of public sector dataJukka Saarenpää, Mikko Kolehmainen, Harri Niska. ida, 20(2):339-355, 2016. [doi]

2015

2014

2013

Extracting controllable heating loads from aggregated smart meter data using clustering and predictive modellingHarri Niska. issnip 2013: 368-373 [doi]

2010

Neural Networks for the Prediction of Species-Specific Plot Volumes Using Airborne Laser Scanning and Aerial PhotographsHarri Niska, Jukka-Pekka Skon, Petteri Packalen, Timo Tokola, Matti Maltamo, Mikko Kolehmainen. tgrs, 48(3-1):1076-1085, 2010. [doi]

2009

An experimental evaluation of ZCS-DM for the prediction of urban air qualityFani A. Tzima, Harri Niska, Mikko Kolehmainen, Kostas D. Karatzas, Pericles A. Mitkas. itee 2009: 291-304 [doi]

2006

Genetic Algorithms and Sensitivity Analysis Applied to Select Inputs of a Multi-Layer Perceptron for the Prediction of Air Pollutant Time-SeriesHarri Niska, Mikko Heikkinen, Mikko Kolehmainen. ideal 2006: 224-231 [doi]

Improved route planning and scheduling of waste collection and transportTeemu Nuortio, Jari Kytöjoki, Harri Niska, Olli Bräysy. eswa, 30(2):223-232, 2006. [doi]

2004

Self-organizing maps and Sammon's mapping in environmental informatics and bioinformaticsMikko Kolehmainen, Teri Hiltunen, Harri Niska. enviroinfo 2004: 237-244 [doi]

Evolving the neural network model for forecasting air pollution time seriesHarri Niska, Teri Hiltunen, Ari Karppinen, Juhani Ruuskanen, Mikko Kolehmainen. eaai, 17(2):159-167, 2004. [doi]

2003

Hybrid Models for Forecasting Air Pollution EpisodesHarri Niska, Teri Hiltunen, Mikko Kolehmainen, Juhani Ruuskanen. icannga 2003: 80-84 [doi]

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