Search Results - "Munkhammar, Joakim"

Improved Photovoltaic Self-Consumption in Residential Buildings with Distributed and Centralized Smart Charging of Electric Vehicles by Fachrizal, Reza, Munkhammar, Joakim

“…The integration of photovoltaic (PV) and electric vehicle (EV) charging in residential buildings has increased in recent years. At high latitudes, both pose…”
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Recursive copula-augmented space-correlated temporal very-short term spatiotemporal probabilistic forecasting of the clear-sky index by Munkhammar, Joakim

“…This study introduces a recursive model framework for augmenting separate temporal probabilistic forecasts of multiple correlated time-series with a copula…”
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Very short-term probabilistic and scenario-based forecasting of solar irradiance using Markov-chain mixture distribution modeling by Munkhammar, Joakim

“…This study investigates probabilistic and scenario-based forecasting of solar irradiance with Markov-chain mixture (MCM) distribution modeling, Persistence…”
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Self-consumption enhancement and peak shaving of residential photovoltaics using storage and curtailment by Luthander, Rasmus, Widén, Joakim, Munkhammar, Joakim, Lingfors, David

“…Increasing the self-consumption of photovoltaic (PV) power is an important aspect to integrate more PV power in the power system. The profit for the PV system…”
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Polynomial probability distribution estimation using the method of moments by Munkhammar, Joakim, Mattsson, Lars, Rydén, Jesper

“…We suggest a procedure for estimating Nth degree polynomial approximations to unknown (or known) probability density functions (PDFs) based on N statistical…”
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Correction: Polynomial probability distribution estimation using the method of moments by Munkhammar, Joakim, Mattsson, Lars, Rydén, Jesper

“…[This corrects the article DOI: 10.1371/journal.pone.0174573.]…”
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On the dust abundance gradients in late-type galaxies - I. Effects of destruction and growth of dust in the interstellar medium by Mattsson, Lars, Andersen, Anja C., Munkhammar, Joakim D.

“…We present basic theoretical constraints on the effects of destruction by supernovae (SNe) and growth of dust grains in the interstellar medium (ISM) on the…”
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Household electricity use, electric vehicle home-charging and distributed photovoltaic power production in the city of Westminster by Munkhammar, Joakim, Bishop, Justin D.K., Sarralde, Juan Jose, Tian, Wei, Choudhary, Ruchi

“…•A study of photovoltaic power production, household electricity use and electric vehicle charging.•A case study with modeling of the electricity use in the…”
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On the properties of residential rooftop azimuth and tilt uncertainties for photovoltaic power generation modeling and hosting capacity analysis by Ramadhani, Umar Hanif, Lingfors, David, Munkhammar, Joakim, Widén, Joakim

“…•Previous studies of grid impacts and hosting capacity (HC) have tended to assume uniform and optimal roof facet orientations.•Rooftop facet orientation…”
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Day-ahead probabilistic forecasting at a co-located wind and solar power park in Sweden: Trading and forecast verification by Lindberg, O., Lingfors, D., Arnqvist, J., van der Meer, D., Munkhammar, J.

“…•We study the effect of aggregation at a co-located wind and solar power park.•We assess the performance of probabilistic forecasts in terms of quality and…”
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Spatial Markov chain model for electric vehicle charging in cities using geographical information system (GIS) data by Shepero, Mahmoud, Munkhammar, Joakim

“…•Geospatial maps are used to estimate the charging load of electric vehicles in cities.•Three distinct charging profiles are assumed in the city: Home, Work,…”
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Optimal PV-EV sizing at solar powered workplace charging stations with smart charging schemes considering self-consumption and self-sufficiency balance by Fachrizal, Reza, Shepero, Mahmoud, Åberg, Magnus, Munkhammar, Joakim

“…The integration of photovoltaic (PV) systems and electric vehicles (EVs) in the built environment, including at workplaces, has increased significantly in the…”
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Very short term load forecasting of residential electricity consumption using the Markov-chain mixture distribution (MCM) model by Munkhammar, Joakim, van der Meer, Dennis, Widén, Joakim

“…This study utilizes the Markov-chain mixture distribution model (MCM) for very short term load forecasting of residential electricity consumption. The model is…”
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Polynomial approaches in improving accuracy of probability distribution estimation using the method of moments by Turan, Meltem, Munkhammar, Joakim, Dutta, Abhishek

“…BACKGROUND Determination of a probability density function (PDF) is an area of active research in engineering sciences as it can improve process systems. A…”
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An N-state Markov-chain mixture distribution model of the clear-sky index by Munkhammar, Joakim, Widén, Joakim

“…•Temporal variability of the clear-sky index is modeled with an N-state Markov-chain mixture.•The model output is comparable to state-of-the-art CSI…”
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Review of probabilistic load flow approaches for power distribution systems with photovoltaic generation and electric vehicle charging by Ramadhani, Umar Hanif, Shepero, Mahmoud, Munkhammar, Joakim, Widén, Joakim, Etherden, Nicholas

“…•Review of papers examining state-of-the-art approaches for each components of PLF.•Three inputs for distributed power system considered: load, PV, and EV…”
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Infinite hidden Markov model for short-term solar irradiance forecasting by Frimane, Âzeddine, Munkhammar, Joakim, van der Meer, Dennis

“…Hidden state models are among the most widely used and efficient schemes for solar irradiance modeling in general and forecasting in particular. However, the…”
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Probabilistic forecasting of high-resolution clear-sky index time-series using a Markov-chain mixture distribution model by Munkhammar, Joakim, van der Meer, Dennis, Widén, Joakim

“…•Markov-chain mixture distribution model is introduced.•Comparisons with quantile regression and persistence ensemble.•High performance in terms of reliability…”
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A Markov-chain probability distribution mixture approach to the clear-sky index by Munkhammar, Joakim, Widén, Joakim

“…•Temporal variability of clear-sky index with Markov-chain mixture distribution.•Method and model developed based on Markov-chain mixture distribution.•Relates…”
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On a probability distribution model combining household power consumption, electric vehicle home-charging and photovoltaic power production by Munkhammar, Joakim, Widén, Joakim, Rydén, Jesper

“…•A model of household power consumption, photovoltaic power production, electric vehicle home charging is presented.•This probability distribution model…”
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