Blar i NTNU Open på forfatter "Dimd, Berhane Darsene"
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The effect of mixed orientation on the accuracy of a forecast model for building integrated photovoltaic systems
Dimd, Berhane Darsene; Völler, Steve; Midtgård, Ole-Morten; Sevault, Alexis Gerard Edouard (Peer reviewed; Journal article, 2023)BIPVs (Building Integrated Photovoltaics) are expected to dominate the solar industry in urban areas, especially in connection with zero-emission buildings. They allow the use of mixed orientations which result in multiple ... -
Predictions on solar power plant generation with machine learning techniques (PRESAV)
Hadi, Mohamed; Jacob, Stefan Quvald (Bachelor thesis, 2022)Energiproduksjon har en betydelig innvirkning på menneskers liv, og forskere har forsøkt å predikere været for å forbedre kraftstabiliteten, redusere energitap og øke økonomisk gevinster. Med tanke på dagens klimautfor- dringer ... -
Quantification of the Impact of Azimuth and Tilt Angle on the Performance of a PV Output Power Forecasting Model for BIPVs
Dimd, Berhane Darsene; Völler, Steve; Midtgård, Ole-Morten; Cali, Umit; Sevault, Alexis Gerard Edouard (Journal article; Peer reviewed, 2023)Building integrated photovoltaics (BIPVs) have become increasingly popular in urban areas due to their potential to provide zero-emission energy in buildings. BIPVs enable the use of MO of photovoltaic (PV) modules, resulting ... -
A Review of Machine Learning-Based Photovoltaic Output Power Forecasting: Nordic Context
Dimd, Berhane Darsene; Völler, Steve; Cali, Umit; Midtgård, Ole-Morten (Peer reviewed; Journal article, 2022)Motivated by factors such as the reduction in cost and the need for a shift towards achieving UN’s Sustainable Development Goals, PV (Photovoltaic) power generation is getting more attention in the cold regions of the ... -
Ultra-Short-term Photovoltaic Output Power Forecasting using Deep Learning Algorithms
Dimd, Berhane Darsene; Völler, Steve; Midtgård, Ole-Morten; Zenebe, Tarikua Mekashaw (Peer reviewed; Journal article, 2022)Photovoltaic (PV) is becoming an attractive alternative in Norway in new zero-emission housing projects and in connection with hydropower reservoirs. However, fast-moving clouds result in abrupt changes in PV output power, ...