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Shivakumar, AbhishekORCID iD iconorcid.org/0000-0002-2535-4134
Publications (10 of 24) Show all publications
Niet, T., Shivakumar, A., Gardumi, F., Usher, W., Williams, E. & Howells, M. (2021). Developing a community of practice around an open source energy modelling tool. Energy Strategy Reviews, 35, Article ID 100650.
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2021 (English)In: Energy Strategy Reviews, ISSN 2211-467X, E-ISSN 2211-4688, Vol. 35, article id 100650Article in journal (Refereed) Published
Abstract [en]

Energy modelling is critical for addressing challenges such as integrating variable renewable energy and addressing climate impacts. This paper describes the updated code management structure and code updates, the revised community forum and the outreach activities that have built a vibrant community of practice around OSeMOSYS. The code management structure has allowed code improvements to be incorporated into the model, the community forum provides users with a place to ask and answer questions, and the outreach activities connect members of the community. Overall, these three pillars show how a community of practice can be built around an open source tool and provides an example for other developers and users of open source software wanting to build a community of practice.

Place, publisher, year, edition, pages
Elsevier BV, 2021
Keywords
Energy system modelling, Open source software, Public policy, Software development, Outreach
National Category
Information Systems Computer Sciences
Identifiers
urn:nbn:se:kth:diva-298689 (URN)10.1016/j.esr.2021.100650 (DOI)000659535200011 ()2-s2.0-85103693859 (Scopus ID)
Note

QC 20210710

Available from: 2021-07-10 Created: 2021-07-10 Last updated: 2022-06-25Bibliographically approved
Sridharan, V., Shivakumar, A., Niet, T., Ramos, E. & Howells, M. (2020). Land, energy and water resource management and its impact on GHG emissions, electricity supply and food production- Insights from a Ugandan case study. Environmental Research Communications (ERC), 2(8), Article ID 085003.
Open this publication in new window or tab >>Land, energy and water resource management and its impact on GHG emissions, electricity supply and food production- Insights from a Ugandan case study
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2020 (English)In: Environmental Research Communications (ERC), E-ISSN 2515-7620, Vol. 2, no 8, article id 085003Article in journal (Refereed) Published
Abstract [en]

Despite the excitement around the nexus between land, energy and water resource systems, policies enacted to govern and use these resources are still formulated in isolation, without considering the interdependencies. Using a Ugandan case study, we highlight the impact that one policy change in the energy system will have on other resource systems. We focus on deforestation, long term electricity supply planning, crop production, water consumption, land-use change and climate impacting greenhouse gas (GHG) trajectories. In this study, an open-source integrated modelling framework is used to map the ripple effects of a policy change related to reducing biomass consumption. We find that, despite the reduction in deforestation of woodlands and forests, the GHG emissions in the power sector are expected to increase in between 2040-2050, owing to higher fossil fuel usage. This policy change is also likely to increase the cost of electricity generation, which in turn affects the agricultural land types. There is an unforeseen shift from irrigated to rainfed type land due to higher electricity costs. With this integrated model setup for Uganda, we highlight the need for integrated policy planning that takes into consideration the interlinkages between the resource systems and cross propagation effects.

Place, publisher, year, edition, pages
IOP Publishing, 2020
Keywords
GHG emissions, CLEW systems, Uganda, Water and energy consumption, Integrated systems analysis, >
National Category
Energy Systems
Identifiers
urn:nbn:se:kth:diva-281156 (URN)10.1088/2515-7620/abaf38 (DOI)000563218000001 ()2-s2.0-85098144485 (Scopus ID)
Note

QC 20201014

Available from: 2020-10-14 Created: 2020-10-14 Last updated: 2022-12-08Bibliographically approved
Shivakumar, A., Dobbins, A., Fahl, U. & Singh, A. (2019). Drivers of renewable energy deployment in the EU: An analysis of past trends and projections. Energy Strategy Reviews, 26, Article ID 100402.
Open this publication in new window or tab >>Drivers of renewable energy deployment in the EU: An analysis of past trends and projections
2019 (English)In: Energy Strategy Reviews, ISSN 2211-467X, E-ISSN 2211-4688, Vol. 26, article id 100402Article in journal (Refereed) Published
Abstract [en]

Energy policy in the European Union (EU) is driven by the objective to transition to an affordable, reliable, and low carbon energy system. To achieve this objective, the EU has explicitly stated targets for greenhouse reduction, shares of renewable energy sources (RES), and energy efficiency improvements for 2020 and 2030. In this paper, we focus on the drivers, barriers and enablers to achieving the EU's RES targets (20% by 2020 and 27% by 2030). Effective energy policies play a key role in the deployment of RES technologies. In order to design effective policies, a clear understanding of past trends and projections for future deployment is required. In this paper, we first analyse the past deployment of RES technologies for electricity supply (RES-E) in selected EU Member States. This highlights the key drivers, barriers, and enablers for deployment of RES in the past. In a second step, we conduct a meta-analysis of projections for RES-E shares from multiple well-established studies. Such an analysis will help in supporting the design of more effective energy policies and successfully achieving the EU's energy targets.

Place, publisher, year, edition, pages
Elsevier, 2019
Keywords
Energy policy, EU targets, meta-Analysis, Renewable energy, Energy efficiency, Renewable energy resources, Effective energy, Electricity supply, Energy efficiency improvements, Low-carbon energy systems, Meta analysis, Renewable energies, Renewable energy deployments, Renewable energy source
National Category
Energy Systems
Research subject
Energy Technology; Planning and Decision Analysis, Strategies for sustainable development
Identifiers
urn:nbn:se:kth:diva-263505 (URN)10.1016/j.esr.2019.100402 (DOI)000504054700036 ()2-s2.0-85071980357 (Scopus ID)
Note

QC 20121202

Available from: 2019-12-02 Created: 2019-12-02 Last updated: 2022-06-26Bibliographically approved
Sridharan, V., Broad, O., Shivakumar, A., Howells, M. I., Boehlert, B., Groves, D. G., . . . Cervigni, R. (2019). Resilience of the Eastern African electricity sector to climate driven changes in hydropower generation. Nature Communications, 10(1), Article ID 302.
Open this publication in new window or tab >>Resilience of the Eastern African electricity sector to climate driven changes in hydropower generation
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2019 (English)In: Nature Communications, E-ISSN 2041-1723, Vol. 10, no 1, article id 302Article in journal (Refereed) Published
Abstract [en]

Notwithstanding current heavy dependence on gas-fired electricity generation in the Eastern African Power Pool (EAPP), hydropower is expected to play an essential role in improving electricity access in the region. Expansion planning of electricity infrastructure is critical to support investment and maintaining balanced consumer electricity prices. Variations in water availability due to a changing climate could leave hydro infrastructure stranded or result in underutilization of available resources. In this study, we develop a framework consisting of long-term models for electricity supply and water systems management, to assess the vulnerability of potential expansion plans to the effects of climate change. We find that the most resilient EAPP rollout strategy corresponds to a plan optimised for a slightly wetter climate compared to historical trends. This study demonstrates that failing to climate-proof infrastructure investments can result in significant electricity price fluctuations in selected countries (Uganda & Tanzania) while others, such as Egypt, are less vulnerable.

Place, publisher, year, edition, pages
Nature Publishing Group, 2019
National Category
Energy Systems
Identifiers
urn:nbn:se:kth:diva-246402 (URN)10.1038/s41467-018-08275-7 (DOI)000455954700003 ()30655521 (PubMedID)2-s2.0-85060178293 (Scopus ID)
Note

QC 20190328

Available from: 2019-03-28 Created: 2019-03-28 Last updated: 2023-03-28Bibliographically approved
Sridharan, V., Ramos, E., Zepeda, E., Boehlert, B., Shivakumar, A., Taliotis, C. & Howells, M. I. (2019). The impact of climate change on crop production in Uganda-An integrated systems assessment with water and energy implications. Water, 11(9), Article ID 1805.
Open this publication in new window or tab >>The impact of climate change on crop production in Uganda-An integrated systems assessment with water and energy implications
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2019 (English)In: Water, E-ISSN 2073-4441, Vol. 11, no 9, article id 1805Article in journal (Refereed) Published
Abstract [en]

With less than 3% of agricultural cropland under irrigation, subsistence farmers in Uganda are dependent on seasonal precipitation for crop production. The majority of crops grown in the country-especially staple food crops like Matooke (Plantains)-are sensitive to the availability of water throughout their growing period and hence vulnerable to climatic impacts. In response to these challenges, the Government has developed an ambitious irrigation master plan. However, the energy implications of implementing the plan have not been explored in detail. This article attempts to address three main issues involving the nexus between water, energy, crop production, and climate. The first one explores the impact of climate on rain-fed crop production. The second explores the irrigation crop water needs under selected climate scenarios. The third focuses on the energy implications of implementing the irrigation master plan. We attempt to answer the above questions using a water balance model for Uganda developed for this study. Our results, developed at a catchment level, indicate that on average there could be an 11% reduction and 8% increase in rain-fed crop production in the cumulatively driest and wettest climates, respectively. Furthermore, in the identified driest climate, the electricity required for pumping water is expected to increase by 12% on average compared to the base scenario.

Place, publisher, year, edition, pages
MDPI AG, 2019
Keywords
Climate change, Crop yield, Integrated analysis, Irrigation, Pumping electricity demand;Uganda, Catchments, Crops, Cultivation, Rain, Climate scenarios, Electricity demands, Integrated systems, Seasonal precipitations, Water and energies, Water balance models
National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:kth:diva-262470 (URN)10.3390/w11091805 (DOI)000488834400068 ()2-s2.0-85072213917 (Scopus ID)
Note

QC 20191017

Available from: 2019-10-17 Created: 2019-10-17 Last updated: 2025-02-07Bibliographically approved
Gardumi, F., Shivakumar, A., Morrison, R., Taliotis, C., Broad, O., Beltramo, A., . . . Alfstad, T. (2018). From the development of an open-source energy modelling tool to its application and the creation of communities of practice: The example of OSeMOSYS. Energy Strategy Reviews, 20, 209-228
Open this publication in new window or tab >>From the development of an open-source energy modelling tool to its application and the creation of communities of practice: The example of OSeMOSYS
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2018 (English)In: Energy Strategy Reviews, ISSN 2211-467X, E-ISSN 2211-4688, Vol. 20, p. 209-228Article in journal (Refereed) Published
Abstract [en]

In the last decades, energy modelling has supported energy planning by offering insights into the dynamics between energy access, resource use, and sustainable development. Especially in recent years, there has been an attempt to strengthen the science-policy interface and increase the involvement of society in energy planning processes. This has, both in the EU and worldwide, led to the development of open-source and transparent energy modelling practices. This paper describes the role of an open-source energy modelling tool in the energy planning process and highlights its importance for society. Specifically, it describes the existence and characteristics of the relationship between developing an open-source, freely available tool and its application, dissemination and use for policy making. Using the example of the Open Source energy Modelling System (OSeMOSYS), this work focuses on practices that were established within the community and that made the framework's development and application both relevant and scientifically grounded.

Place, publisher, year, edition, pages
ELSEVIER SCIENCE BV, 2018
Keywords
Energy system modelling tool, Open-source software, Model-based public policy, Software development practice, Outreach practice
National Category
Energy Engineering
Identifiers
urn:nbn:se:kth:diva-228285 (URN)10.1016/j.esr.2018.03.005 (DOI)000431253000020 ()2-s2.0-85049850537 (Scopus ID)
Note

QC 20180521

Available from: 2018-05-21 Created: 2018-05-21 Last updated: 2024-03-18Bibliographically approved
Anjo, J., Neves, D., Silva, C., Shivakumar, A. & Howells, M. I. (2018). Modeling the long-term impact of demand response in energy planning: The Portuguese electric system case study. Energy, 165, 456-468
Open this publication in new window or tab >>Modeling the long-term impact of demand response in energy planning: The Portuguese electric system case study
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2018 (English)In: Energy, ISSN 0360-5442, E-ISSN 1873-6785, Vol. 165, p. 456-468Article in journal (Refereed) Published
Abstract [en]

With the urge to decrease carbon emissions, electricity systems need to evolve to promote the integration of renewable resources and end-use energy efficiency. Demand Response (DR) can be used as a strategy, one among many, to improve the balance between demand and supply of electricity, especially in systems that rely heavily on variable energy renewable resources. Thus, it is important to understand up to what extent a countrywide system would cope with DR implementation. In this work, the impact of demand response in the long-term is assessed, using a model of the Portuguese electricity system in the modeling tool OSeMOSYS. The theoretical potential of DR is computed to understand better the impact on the overall system planning, by analyzing three scenarios – a business as usual scenario, a carbon-free system scenario in 2050, and a scenario without heavy carbon emission restrictions. DR impact in all three scenarios results in a decrease in the overall costs, on the capacity installed and in an increase in the percentage of renewable capacity. Further, an economic analysis showed that DR would take 15 years, on average, to influence the average electricity cost and that the reduction in total costs is mainly due to the avoided capacity investments. 

Place, publisher, year, edition, pages
Elsevier Ltd, 2018
Keywords
Demand response, Energy systems modeling, Flexible electricity demands, Renewable energy
National Category
Environmental Engineering
Identifiers
urn:nbn:se:kth:diva-236546 (URN)10.1016/j.energy.2018.09.091 (DOI)000450377000035 ()2-s2.0-85053755223 (Scopus ID)
Note

 QC 20181127

Available from: 2018-11-27 Created: 2018-11-27 Last updated: 2022-06-26Bibliographically approved
Pfenninger, S., Hirth, L., Schlecht, I., Schmid, E., Wiese, F., Brown, T., . . . Wingenbach, C. (2018). Opening the black box of energy modelling: Strategies and lessons learned. Energy Strategy Reviews, 19, 63-71
Open this publication in new window or tab >>Opening the black box of energy modelling: Strategies and lessons learned
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2018 (English)In: Energy Strategy Reviews, ISSN 2211-467X, E-ISSN 2211-4688, Vol. 19, p. 63-71Article in journal (Refereed) Published
Abstract [en]

The global energy system is undergoing a major transition, and in energy planning and decision-making across governments, industry and academia, models play a crucial role. Because of their policy relevance and contested nature, the transparency and open availability of energy models and data are of particular importance. Here we provide a practical how-to guide based on the collective experience of members of the Open Energy Modelling Initiative (Openmod). We discuss key steps to consider when opening code and data, including determining intellectual property ownership, choosing a licence and appropriate modelling languages, distributing code and data, and providing support and building communities. After illustrating these decisions with examples and lessons learned from the community, we conclude that even though individual researchers' choices are important, institutional changes are still also necessary for more openness and transparency in energy research.

Place, publisher, year, edition, pages
ELSEVIER SCIENCE BV, 2018
Keywords
Open source, Open data, Energy modelling
National Category
Energy Systems
Identifiers
urn:nbn:se:kth:diva-224061 (URN)10.1016/j.esr.2017.12.002 (DOI)000424913000006 ()2-s2.0-85039150484 (Scopus ID)
Note

QC 20180316

Available from: 2018-03-16 Created: 2018-03-16 Last updated: 2022-06-26Bibliographically approved
Shivakumar, A., Pye, S., Anjo, J., Miller, M., Rouelle, P. B., Densing, M. & Kober, T. (2018). Smart energy solutions in the EU: State of play and measuring progress. Energy Strategy Reviews, 20, 133-149
Open this publication in new window or tab >>Smart energy solutions in the EU: State of play and measuring progress
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2018 (English)In: Energy Strategy Reviews, ISSN 2211-467X, E-ISSN 2211-4688, Vol. 20, p. 133-149Article in journal (Refereed) Published
Abstract [en]

The European energy system is undergoing, and will continue to in the future, a transition towards a more sustainable energy system. An important part of this will be the deployment of smart energy solutions in the household sector, including smart meters, controls, appliances, and their integration in home networks. This study is in support of the Commission's work related to smart energy solutions in the framework of the SET plan, in particular in understanding methods to develop indicators that can be used to measure progress under the Declaration of Intent for the Action 3.1 on Initiative for Smart solutions for energy consumers. First, ‘smart energy solutions’ are defined and the type of technologies that this includes are detailed. Once the scope has been established, existing indicators that are able to monitor the levels of deployment of such technologies will be reviewed. This includes indicators being proposed or used by international and Member State level energyagencies and other organisations. It is not intended that this study will comprehensively assess the actual deployment of smart energy solutions across all EU Member States. Instead, selected countries who are more advanced in the deployment of such technologies are considered in more detail. These include France, Switzerland, Ireland, UK, and Sweden. Finally, we review estimates of the potential of demand response in Europe to achieve goals related to energy efficiency, cost savings, and renewable energy penetration.

Keywords
Smart meters; Demand side management; European union
National Category
Energy Engineering
Research subject
Energy Technology
Identifiers
urn:nbn:se:kth:diva-226707 (URN)10.1016/j.esr.2018.02.005 (DOI)000431253000014 ()2-s2.0-85042700392 (Scopus ID)
Projects
INSIGHT_E
Funder
EU, FP7, Seventh Framework Programme, T6734/612743
Note

QC 20180521

Available from: 2018-04-25 Created: 2018-04-25 Last updated: 2024-03-18Bibliographically approved
Henke, H., Howells, M. I. & Shivakumar, A. (2018). The base for a European engagement model: an open source electricity model of seven countries around the Baltic sea. In: Dr. Sigitas Rimkevičius (Ed.), Proceedings 15th International Conference of Young Scientists on Energy Issues (CYSENI 2018): . Paper presented at The 15th International Conference of Young Scientists on Energy Issues (CYSENI), 23-25 May 2018, Kaunas, Lithuania (pp. IV-212-IV-233). Kaunas, Lithuania
Open this publication in new window or tab >>The base for a European engagement model: an open source electricity model of seven countries around the Baltic sea
2018 (English)In: Proceedings 15th International Conference of Young Scientists on Energy Issues (CYSENI 2018) / [ed] Dr. Sigitas Rimkevičius, Kaunas, Lithuania, 2018, p. IV-212-IV-233Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a long-term open source energy planning model for Denmark, Estonia, Finland, Latvia, Lithuania, Poland, and Sweden, as part of the preparation of a Pan-European model within the Horizon 2020 REEEM project. The model is built using the Open Source Energy Modelling System (OSeMOSYS) and is conceived as a stakeholder engagement model, comprehensive but accessible. It aims to lower the threshold to join and contribute to a model-based discussion about the optimal decarbonisation pathways for the energy supply of the region. The lowest net present value for the modelled system and period (2015-2050) is calculated by using linear optimization. Existing and planned trans-border transmission capacity between the included countries is considered in the model. New projects are also allowed as far as economically optimal. The electricity exchangeto countries not covered by the model are not modelled as of yet. Ten fuels are used by the technologies defined in the model, namely biomass, coal, geothermal, heavy fuel oil, hydro, natural gas, nuclear, wind and waste. In addition to technology parameters like investment cost, fuel cost, and fixed and variable operation and maintenance cost, an increasing emission penalty for carbon dioxide is defined, which represents the cost related to the emission of greenhouse gases (similar to the European emission trading system). The model provides insights on how the cross-border electricity exchange might develop in the modelled period while decarbonizing the energy sector and considering the unequal distribution of (renewable) resources. But most importantly, the model builds the base for the first fully open source energy model for Europe, including the used data. It shall be conceived as a comprehensive modular tool for engagement in the field of European energy planning, especially for learning in academia, but also by the integration into an open engagement game for decision makers and stakeholders.

Place, publisher, year, edition, pages
Kaunas, Lithuania: , 2018
Series
CYSENI, ISSN 1822-7554 ; 10
Keywords
OSeMOSYS, Long-term energy planning, Baltics, electricity
National Category
Energy Engineering
Research subject
Energy Technology; Economics
Identifiers
urn:nbn:se:kth:diva-249473 (URN)
Conference
The 15th International Conference of Young Scientists on Energy Issues (CYSENI), 23-25 May 2018, Kaunas, Lithuania
Note

QC 20200415

Available from: 2020-04-14 Created: 2020-04-14 Last updated: 2022-06-26Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-2535-4134

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