Joakim Munkhammar
Senior Lecturer/Associate Professor at Department of Civil and Industrial Engineering; Civil Engineering and Built Environment
- Telephone:
- +46 18 471 31 15
- E-mail:
- joakim.munkhammar@angstrom.uu.se
- Visiting address:
- Ångströmlaboratoriet, Lägerhyddsvägen 1
752 37 Uppsala - Postal address:
- Box 169
751 04 Uppsala
- Academic merits:
- Docent in Engineering Science
- CV:
- Download CV
Short presentation
My research group focuses on solar energy, transportation, electric vehicle charging, energy use and market participation in the built environment. The research is interdisciplinary but main my expertise regards developing mathematical, statistical and machine learning models for simulations and forecasting in space and time. My teaching is focused on solar energy, infrastructure and built environment energy systems.

Publications
Selection of publications
Part of Solar Energy, p. 208-216, 2013
PHEV Home-Charging Model Based on Residential Activity Patterns
Part of IEEE Transactions on Power Systems, p. 2507-2515, 2013
A stochastic model for collective resident activity patterns and energy use: preliminaries
Part of Future technology press, p. 1-4, 2012
Part of Monthly notices of the Royal Astronomical Society, p. 26-37, 2012
Part of Proceedings of the World Renewable Energy Forum 2012, Denver, Colorado, USA, May 13-17, 2012, p. 1858-1865, 2012
2012
Recent publications
En lokal systemlösning för hållbarhet och flexibilitet i Morgongåva genom energidelning
2025
Part of Solar Energy, 2025
- DOI for Evaluation of reverse transposition and separation methods for global tilted irradiance: Insights from high-latitude data
- Download full text (pdf) of Evaluation of reverse transposition and separation methods for global tilted irradiance: Insights from high-latitude data
Part of Applied Energy, 2025
- DOI for Techno-economical Assessment of Battery Storage Combined with Large-Scale Photovoltaic Power Plants Operating on Energy and Ancillary Service Markets
- Download full text (pdf) of Techno-economical Assessment of Battery Storage Combined with Large-Scale Photovoltaic Power Plants Operating on Energy and Ancillary Service Markets
Part of EuroSun 2024 Proceedings, p. 1-12, 2024
Part of Applied Energy, 2024
- DOI for A city-level assessment of residential PV hosting capacity for low-voltage distribution systems considering rooftop data and uncertainties
- Download full text (pdf) of A city-level assessment of residential PV hosting capacity for low-voltage distribution systems considering rooftop data and uncertainties
All publications
Articles in journal
Part of Solar Energy, 2025
- DOI for Evaluation of reverse transposition and separation methods for global tilted irradiance: Insights from high-latitude data
- Download full text (pdf) of Evaluation of reverse transposition and separation methods for global tilted irradiance: Insights from high-latitude data
Part of Applied Energy, 2025
- DOI for Techno-economical Assessment of Battery Storage Combined with Large-Scale Photovoltaic Power Plants Operating on Energy and Ancillary Service Markets
- Download full text (pdf) of Techno-economical Assessment of Battery Storage Combined with Large-Scale Photovoltaic Power Plants Operating on Energy and Ancillary Service Markets
Part of Applied Energy, 2024
- DOI for A city-level assessment of residential PV hosting capacity for low-voltage distribution systems considering rooftop data and uncertainties
- Download full text (pdf) of A city-level assessment of residential PV hosting capacity for low-voltage distribution systems considering rooftop data and uncertainties
Part of Sustainable cities and society, 2024
- DOI for Large-scale EV charging scheduling considering on-site PV generation by combining an aggregated model and sorting-based methods *
- Download full text (pdf) of Large-scale EV charging scheduling considering on-site PV generation by combining an aggregated model and sorting-based methods *
Part of Journal of chemical technology and biotechnology (1986), p. 1056-1068, 2024
- DOI for Polynomial approaches in improving accuracy of probability distribution estimation using the method of moments
- Download full text (pdf) of Polynomial approaches in improving accuracy of probability distribution estimation using the method of moments
Part of Applied Energy, 2024
- DOI for Analysis of large-scale energy retrofit of residential buildings and their impact on the electricity grid using a validated UBEM
- Download full text (pdf) of Analysis of large-scale energy retrofit of residential buildings and their impact on the electricity grid using a validated UBEM
Part of eTransporation, 2024
- DOI for Urban-scale energy matching optimization with smart EV charging and V2G in a net-zero energy city powered by wind and solar energy
- Download full text (pdf) of Urban-scale energy matching optimization with smart EV charging and V2G in a net-zero energy city powered by wind and solar energy
Part of Solar Energy Advances, 2023
Part of Advances in Applied Energy, 2023
- DOI for Day-ahead probabilistic forecasting at a co-located wind and solar power park in Sweden: Trading and forecast verification
- Download full text (pdf) of Day-ahead probabilistic forecasting at a co-located wind and solar power park in Sweden: Trading and forecast verification
Identifying small decentralized solar systems in aerial images using deep learning
Part of Solar Energy, 2023
- DOI for Identifying small decentralized solar systems in aerial images using deep learning
- Download full text (pdf) of Identifying small decentralized solar systems in aerial images using deep learning
Part of IEEE Transactions on Transportation Electrification, p. 4517-4530, 2023
- DOI for The Impact of Considering State of Charge Dependent Maximum Charging Powers on the Optimal Electric Vehicle Charging Scheduling
- Download full text (pdf) of The Impact of Considering State of Charge Dependent Maximum Charging Powers on the Optimal Electric Vehicle Charging Scheduling
Infinite hidden Markov model for short-term solar irradiance forecasting
Part of Solar Energy, p. 331-342, 2022
- DOI for Infinite hidden Markov model for short-term solar irradiance forecasting
- Download full text (pdf) of Infinite hidden Markov model for short-term solar irradiance forecasting
Part of Sustainable cities and society, 2022
Evaluation of simplified building energy models for urban-scale energy analysis of buildings
Part of Building and Environment, 2022
- DOI for Evaluation of simplified building energy models for urban-scale energy analysis of buildings
- Download full text (pdf) of Evaluation of simplified building energy models for urban-scale energy analysis of buildings
Part of Applied Energy, 2022
- DOI for Optimal PV-EV sizing at solar powered workplace charging stations with smart charging schemes considering self-consumption and self-sufficiency balance
- Download full text (pdf) of Optimal PV-EV sizing at solar powered workplace charging stations with smart charging schemes considering self-consumption and self-sufficiency balance
Part of Journal of Renewable and Sustainable Energy, 2021
Part of Applied Energy, 2021
- DOI for Very short term load forecasting of residential electricity consumption using the Markov-chain mixture distribution (MCM) model
- Download full text (pdf) of Very short term load forecasting of residential electricity consumption using the Markov-chain mixture distribution (MCM) model
Part of Applied Energy, 2021
- DOI for An alternative optimal strategy for stochastic model predictive control of a residential battery energy management system with solar photovoltaic
- Download full text (pdf) of An alternative optimal strategy for stochastic model predictive control of a residential battery energy management system with solar photovoltaic
Part of Sustainable cities and society, p. 103043, 2021
- DOI for Probabilistic load flow analysis of electric vehicle smart charging in unbalanced LV distribution systems with residential photovoltaic generation
- Download full text (pdf) of Probabilistic load flow analysis of electric vehicle smart charging in unbalanced LV distribution systems with residential photovoltaic generation
Part of Sustainable Energy, Grids and Networks, 2021
- DOI for Combined PV-EV hosting capacity assessment for a residential LV distribution grid with smart EV charging and PV curtailment
- Download full text (pdf) of Combined PV-EV hosting capacity assessment for a residential LV distribution grid with smart EV charging and PV curtailment
Part of Journal of Renewable and Sustainable Energy, 2020
- DOI for Estimating the spatiotemporal potential of self-consuming photovoltaic energy to charge electric vehicles in rural and urban Nordic areas
- Download full text (pdf) of Estimating the spatiotemporal potential of self-consuming photovoltaic energy to charge electric vehicles in rural and urban Nordic areas
Part of Journal of Renewable and Sustainable Energy, 2020
Part of Energies, 2020
- DOI for Improved Photovoltaic Self-Consumption in Residential Buildings with Distributed and Centralized Smart Charging of Electric Vehicles
- Download full text (pdf) of Improved Photovoltaic Self-Consumption in Residential Buildings with Distributed and Centralized Smart Charging of Electric Vehicles
Probabilistic solar forecasting benchmarks on a standardized dataset at Folsom, California
Part of Solar Energy, p. 628-639, 2020
104.32 The Riemann zeta function as a sum of geometric series
Part of Mathematical Gazette, p. 527-530, 2020
Part of Energy, p. 111-125, 2019
- DOI for Scenario-based modelling of the potential for solar energy charging of electric vehicles in two Scandinavian cities
- Download full text (pdf) of Scenario-based modelling of the potential for solar energy charging of electric vehicles in two Scandinavian cities
A generative hidden Markov model of the clear-sky index
Part of Journal of Renewable and Sustainable Energy, 2019
- DOI for A generative hidden Markov model of the clear-sky index
- Download full text 1 (pdf) of A generative hidden Markov model of the clear-sky index
- Download full text 2 (pdf) of A generative hidden Markov model of the clear-sky index
Part of IET Renewable Power Generation, p. 710-716, 2019
- DOI for Photovoltaics and opportunistic electric vehicle charging in the power system: a case study on a Swedish distribution grid
- Download full text (pdf) of Photovoltaics and opportunistic electric vehicle charging in the power system: a case study on a Swedish distribution grid
Part of Solar Energy, p. 688-695, 2019
A spatiotemporal Markov-chain mixture distribution model of the clear-sky index
Part of Solar Energy, p. 398-409, 2019
Part of Applied Energy, p. 195-207, 2018
Part of Solar Energy, p. 397-413, 2018
- DOI for Probabilistic forecasting of solar power, electricity consumption and net load: Investigating the effect of seasons, aggregation and penetration on prediction intervals
- Download full text (pdf) of Probabilistic forecasting of solar power, electricity consumption and net load: Investigating the effect of seasons, aggregation and penetration on prediction intervals
Part of Applied Energy, p. 1089-1099, 2018
- DOI for Spatial Markov chain model for electric vehicle charging in cities using geographical information system (GIS) data
- Download full text (pdf) of Spatial Markov chain model for electric vehicle charging in cities using geographical information system (GIS) data
Part of Applied Energy, p. 159-172, 2018
A Markov-chain probability distribution mixture approach to the clear-sky index
Part of Solar Energy, p. 174-183, 2018
An N-state Markov-chain mixture distribution model of the clear-sky index
Part of Solar Energy, p. 487-495, 2018
Polynomial probability distribution estimation using the method of moments
Part of PLOS ONE, p. 1-14, 2017
- DOI for Polynomial probability distribution estimation using the method of moments
- Download full text (pdf) of Polynomial probability distribution estimation using the method of moments
An autocorrelation-based copula model for generating realistic clear-sky index time-series
Part of Solar Energy, p. 9-19, 2017
Part of IEEE Journal of Photovoltaics, p. 1740-1745, 2017
Part of Solar Energy, p. 566-580, 2017
A copula method for simulating correlated instantaneous solar irradiance in spatial networks
Part of Solar Energy, p. 10-21, 2017
Part of Energy, p. 221-231, 2016
Correlation modeling of instantaneous solar irradiance with applications to solar engineering
Part of Solar Energy, p. 14-23, 2016
Part of Energy and Buildings, p. 439-448, 2015
Part of Applied Energy, p. 135-143, 2015
John Nash, 1928-2015: En fenomenal, men besvärlig hjärna
Part of Allt om vetenskap, 2015
Elbilarna kommer - men hur ska de laddas?
Part of Allt om vetenskap, 2015
Part of Applied Energy, p. 382-390, 2014
Part of Solar Energy, p. 208-216, 2013
PHEV Home-Charging Model Based on Residential Activity Patterns
Part of IEEE Transactions on Power Systems, p. 2507-2515, 2013
Chaos in a fractional order logistic map
Part of Fractional Calculus and Applied Analysis, p. 511-519, 2013
Norra Djurgårdsstaden: Lätt att göra rätt
Part of Energimagasinet, 2013
Part of Monthly notices of the Royal Astronomical Society, p. 26-37, 2012
Articles, review/survey
Review on power-production modeling of hybrid wind and PV power parks
Part of Journal of Renewable and Sustainable Energy, 2021
Part of eTransporation, 2020
Part of International Journal of Electrical Power & Energy Systems, 2020
Review on probabilistic forecasting of photovoltaic power production and electricity consumption
Part of Renewable & sustainable energy reviews, p. 1484-1512, 2018
Modeling of photovoltaic power generation and electric vehicles charging on city-scale: A review
Part of Renewable & sustainable energy reviews, p. 61-71, 2018
Books
Uppsala University, 2021
Uppsala University, 2019
CreateSpace Independent Publishing Platform, 2015
Nomen förlag, 2014
Comprehensive doctoral thesis
Comprehensive licentiate thesis
Conference papers
Part of EuroSun 2024 Proceedings, p. 1-12, 2024
Part of 33rd European Symposium on Computer-Aided Process Engineering, p. 38-39, 2023
Validating and Improving an Aggregated EV Model for Energy Systems Evaluation
Part of 2023 11th International Conference on Smart Grid, icSmartGrid, 2023
Part of 22nd Wind and Solar Integration Workshop (WIW 2023), p. 683-690, 2023
Part of 40th European Photovoltaic Solar Energy Conference and Exhibition (EUPVSEC), 2023
The Impacts Of Electric Vehicles And Photovoltaics On The Substations Of A Medium Sized Swedish City
Part of CIRED 2023 proceedings, 2023
Very short-term scenario-based probabilistic forecasting of PV park power production
Part of 22nd Wind and Solar Integration Workshop (WIW 2023), p. 735-740, 2023
Validating and Improving an Aggregated EV Model for Energy Systems Evaluation
2023
Part of 21st Wind & Solar Integration Workshop, p. 1-8, 2022
2022
2022
Estimating the socio-economic drivers of residential photovoltaic systems adoption in a Swedish city
Part of 11th Solar & Storage Power System Integration Workshop (SIW 2021), p. 191-196, 2021
Part of 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021
Spatio-Temporal Downscaling of Hourly Solar Irradiance Data Using Gaussian Copulas
Part of 2019 Ieee 46Th Photovoltaic Specialists Conference (PVSC), p. 3172-3178, 2019
Part of 2019 Ieee 46Th Photovoltaic Specialists Conference (PVSC), p. 2428-2433, 2019
Part of 3rd E-Mobility Power System Integration Symposium, 2019, 2019
2019
Optimal De-Centralized Smart Home-Charging: Potential Study
2018
Probabilistic clear-sky index forecasts using Gaussian process ensembles
Part of 2018 IEEE 7th World Conference On Photovoltaic Energy Conversion (WCPEC), p. 2724-2729, 2018
Modelling City Scale Spatio-temporal Solar Energy Generation and Electric Vehicle Charging Load
Part of Proc. of the 8th International Workshop on the Integration of Solar Power into Power Systems, 2018
Part of 2017 IEEE 44Th Photovoltaic Specialist Conference (PVSC), p. 3067-3072, 2017
2017
2017
Part of 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2017
Photovoltaics and opportunistic electric vehicle charging in a Swedish distribution grid
Part of Proceedings of the 7th International Workshop on Integration of Solar into Power Systems, 2017
Modelling charging of electric vehicles using mixture of user behaviours
2017
Probabilistic modeling of public electric vehicles charging based on travel survey data
2017
Preventing overvoltage in a distribution grid with large penetration of photovoltaic power
Part of Proceedings of the 6th International Workshop on Integration of Solar into Power Systems, p. 113-118, 2016
Part of Proceedings of the 2016 ACEEE Summer Study on Energy Efficiency in Buildings, Pacific Grove, CA, USA, August 21-26, 2016, 2016
Copula correlation modeling of aggregate solar irradiance in spatial networks
Part of Proceedings of the 6th lnternational Workshop on Integration of Solar Power into Power Systems, 2016
2015
Part of Proceedings of the eceee 2015 Summer Study on energy efficiency, 1–6 June 2015, Presqu’île de Giens, Toulon/Hyères, France, p. 991-1002, 2015
Runaway Growth of Fractal Dust Grains
Part of WHY GALAXIES CARE ABOUT AGB STARS III, p. 393-394, 2015
Part of Proceedings of IEEE International Electric Vehicle Conference (IEVC), 2014
Part of 4th Solar Integration Workshop, p. 425-429, 2014
Runaway growth of fractal dust grains
2014
Photovoltaic self-consumption potential of alternative year-round daylight savings time
Part of Proceedings of the 28th European Photovoltaic Solar Energy Conference (EU PVSEC), Paris, France, September 30 - October 4, 2013., p. 4753-4757, 2013
Part of Proceedings of the eceee 2013 Summer Study, Presqu'île de Giens, France, June 3-8, 2013, 2013
A stochastic model for collective resident activity patterns and energy use: preliminaries
Part of Future technology press, p. 1-4, 2012
Part of Proceedings of the World Renewable Energy Forum 2012, Denver, Colorado, USA, May 13-17, 2012, p. 1858-1865, 2012
Widespread integration of distributed photovoltaics at high latitudes: Opportunities and challenges
Part of Proceedings of the 26th European Photovoltaic Solar Energy Conference (EU-PVSEC), Hamburg, Germany, September 5-9, 2011, 2011
Manuscripts (preprints)
Reports
En lokal systemlösning för hållbarhet och flexibilitet i Morgongåva genom energidelning
2025
Future load in substations of medium sized Swedish cities: Electric vehicles and photovoltaics
2023
2020
Nya lösningar för fjärrvärme i miljonprogramsområden
2017
2017
Krav på framtidens elnät - smarta elnät
2014
Prosumer with demand-response:Distribution network impact and mitigation
2013
2011
Riemann-Liouville Fractional Einstein Field Equations
2010