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Developing an integrated resource optimization model of a river basin in Kenya

The overall goal of thesis is to create and develop the open-source, long term infrastructure Planning and Optimisation tools, for the application cases of the Tana River basin. A detailed, long term and geospatially explicit (basin level) water-energy-food (WEF) nexus model for optimising infrastructure development subject to a multitude scenario conditions, and possibly, soft-linking existing models in the CLEWs framework, with geospatial tool OnSSET guiding the spatial detailing.

Project

This thesis will be conducted as a part of the EPIC Africa project . The EPIC Africa project develops a fully open-source model for integrated assessment of synergies and trade-offs between resources systems water-energy-food in the Volta and Tana River basins. River basins with hydropower not only have the opportunity to provide affordable, renewable electricity generation but also provide multi-purpose benefits such as flood control and irrigation if properly managed. The EPIC Africa model will represent these complex dynamics and provide important knowledge for effective policy design and decision-making in the Tana River basins.

Background

Kenya’s current electricity mix already has a much higher share of renewables in primary energy and electricity supply respectively (over 70% and ~85/90% respectively in 2020). Although Kenya is one of the few exceptions in sub–Saharan Africa to significantly increase household electricity access over the last decade, from 20% in 2013 to almost 85% in 2019 (IEA, 2022), it still faces significant challenges to address SDG goals on energy and food.

The Tana basin is fully within one country, Kenya (over 126,000 km2 in area), with various agro-ecological zones extending over a thousand kms from Mount Kenya’s forests to the flood plains of the Tana Delta at the Indian Ocean. As the major water basin in Kenya, it supplies almost all the hydropower (33% of total electricity currently with further hydropower possible/planned) and 40% of irrigated agriculture. The demand for biofuels has for example driven deforestation, which contributes towards exacerbating high silt loads and low reservoir levels shortening the life of hydropower dams in the basin. Land use changes and expansion of agriculture into marginal lands have also exacerbated the sedimentation of hydropower stations as well as flooding of the mid basin plains. A growing population and economy in the upper parts of the basin around the capital Nairobi, expansion of agricultural land and increasing deforestation could also create a shortfall in demand for hydropower, irrigation and municipal water uses. To do a robust agricultural planning, detailed spatially explicit potentials and agro-climatic conditions need to be taken into account. Overall, the Tana basin needs to address multiple concerns at the same time: cost optimal energy and storage investment for a growing economy, water allocation and operational management at basin level for synergising agricultural, energy and environmental needs as well as assessing the impact of climate change for given infrastructure.

Task description

Using the OSeMOSYS modelling tool, the student will develop a spatially explicit CLEWs model and possibly integrate it with a geo-spatial model. This includes making informed decisions about the potential for integrated resource management and investment needs in Tana River basin, specifically focusing on energy, food, and land systems. The student will apply well-established methodologies outlined in the existing literature.

Learning outcomes

Upon completion of the thesis work, the student will be able to:

  • Constructing an integrated resource optimization model with a focus on socio-economic aspects.
  • Evaluating the support provided by an open-source integrated resource optimization model for decision-making.
  • Discussing decision-making insights derived from an integrated resource modelling application within the context of a river basin.

Prerequisites

Prior knowledge of the energy system modelling or spatial analysis tools methods for integrated resource management and data collection methods is advantageous. Understanding the basic principles of the spatial analysis and spatially explicit modelling in beneficial.

Track Specialization

Transformation of Energy System (TES)

Division/Department

Division of Energy Systems – Department of Energy Technology

Research areas

Duration

The thesis is to start as soon as possible, with a planned date for defense in August 2024 (EGI Thesis Day scheduled for August 22).

How to apply

Send an email expressing your interest in the topic and your CV to the supervisors.

Supervision

Shravan Kumar Pinayur Kannan
Shravan Kumar Pinayur Kannan
doktorand
Jagruti Ramsing Thakur
Jagruti Ramsing Thakur
universitetslektor, bitr

Examiner

Predictive model control design for a small-scale steam engine based multi-source CHP system
Solar hydrogen production by photocatalytic reforming of cellulose with concentrated sunlight
Circularity of batteries
Kartläggning och Optimering av kyla på KTH Campus
Improving energy efficiency within Swedish industry by integration of High Temperature Heat Pumps (HTHP)
Low-carbon Transport and Mobility in a Digital Society: Applying Smart City Concepts in Curitiba, Brazil 
Battery application in harbour environment
Hydrogen production using agro-industrial waste
Investigation of usage of different methane fuel qualities for rocket engines with respect to the pyrolysis stability
Experimental study on the effect of temperature and pressure on the stability of methane in rocket nozzle cooling channels
Empowering the Future: Innovating Sustainable Energy with Digital Heat Pump Solutions
Optimizing Energy Performance in Existing Urban Building Stocks: A Comprehensive Analysis and Strategic Approach for Sustainable Operation
Improving water circularity in steelmaking: Avesta Outokumpu case study
Characterization of the Large Areas Solar Simulator for PV/PVT testing
Development of Remote Battery Lab
Techno-economic and feasibility assessment for nuclear plants combination with CO2 sequestration and green fuels production units
Techno-economic and feasibility assessment for nuclear plants integration in flexible future energy systems for grid balancing and ancillary services
Carbon dioxide heat pump for heating properties
Analysis of Residual Resources
Life-cycle impact assessment of innovative cascade PCM based thermal energy storage solutions
Techno-economic assessment and optimization of seasonal thermal energy storage in district heating networks
Final Commissioning and Experimental Performance Characterization of a Bench-scale Thermochemical Heat Storage System (SEU/SPG)
Boiling inside rectangular microchannels: Investigating the use of high-speed IR camera for temperature readings
New Low-GWP Refrigerants Analysis with Gas Chromatography
Mapping the value of green roofs in Swedish cities
Kartläggning av vätgasproduktion hos Ovako
Renewables and Demand Side Management
Power consumption and CO2 emission of HTTP servers
Circularity measurement for automotive industries
Experimental Investigation of Optimal Flow in Borehole Heat Exchanger at KTH Live-in Lab
Safe use of flammable refrigerants-Modeling concentrations of the leaked refrigerants in case of accidental emissions in different scenarios
Safe use of flammable refrigerants-literature review
Low Global Warming Potential Refrigerants for high temperature heat pumps
Development of battery test rig: Remote Battery Lab
Comparative analysis of thermal storage options for industrial steam generation in a solar thermal integrated system
Development, Implementation & Evaluation of an optimized operation algorithm for a Li-Ion battery Energy Management System (EMS) at Tezpur University
Flexible Sector Coupling (FSC) of Electrical and Thermal Sectors via Thermal Energy Storage (TES) - A Case Study on Oskarshamn Energi
De-icing of trains in a Nordic climate
Reversable heat pumps with natural refrigerants
Calibration of a measurement system for methane pyrolysis detection in rocket nozzles
Experimental study on the effect of rocket nozzle wall materials on the stability of methane
Techno-economic assessment of a bioenergy driven Cogeneration system for rural applications
Examensarbete om vattenflöden för bostäder
Evaluating the potential of energy efficiency improvement in combined cycle power generation to minimize the CO2 footprint in the context of Sri Lanka
Smart and Sustainable Oskarshamn: Energy Management and urban system analysis
Aqueous ammonia in refrigeration applications
Photovoltaic system design, installation and performance evaluation: PV Lab test rig
Ground source heat pumps in densely populated areas - a techno-economic study
Replacement of old ground-source heat pumps – a techno-economic study
PV-ESS system optimization to maximize self-consumption of PV-generated in KTH live-in lab
Environmental assessment of SESS applications based on cradle to grave LCA
High and low temperature electrolysis integration in Combined Cycles
Novel solar technologies and SOEC integration for synthetic fuels
Digitalization of HVAC schema drawings
Experimental evaluation of advanced features of a modern heat pumping system
Development & implementation of an improved operation algorithm for a Li-Ion battery energy management system (EMS) at Tezpur University
Techno-economical analysis of large refrigeration systems - operational and maintenance strategies
Comparision of high fidelity and real-time CFD methods for simulating thermal comfort
Data driven heat pump models for generation of electrical load profiles at DSO level
Master thesis at Bosch Thermoteknik
Developing an integrated resource optimization model of a river basin in Kenya
Language Models for Policy Analysis at SEI
Enhancing Socio-Economic Impact Assessment in Climate-Compatible and Self-Sufficient Rural Communities through Integrated Resource Optimization Models
Climate impact of renovation projects in the built environment– zooming in on technical installations
Developing a spatial database for energy planning in Sweden
Developing a transport demand model for whole system energy planning in Sweden
Developing a residential demand model for whole system energy planning in Sweden
The use of artificial intelligence (AI) and life cycle analysis (LCA) tools for predicting the environmental performance of sustainable transport fuels
Towards Zero-Waste through a Circular Recovery Model – Lessons for Managing Municipal Solid Waste from Sweden and India
The role of renewable gases (ReNewGas) in the decarbonization of energy systems in the EU
Extracting insights from a Knowledge Graph of an ongoing research programme for Climate Compatible Growth
An approach to increase the effectiveness of use of modelling tools to inform climate-compatible development strategies in Low and Middle Income Countries
Land-based mitigation technologies, measures, and systems in negative emission pathways
Spatial analysis of district heating
Seasonal storages – way ahead for industrial decarbonisation?