Energy Management in Botswana and Sub Saharan Africa (EMBOSSA)

Lead Research Organisation: University of Bath
Department Name: Electronic and Electrical Engineering

Abstract

The nature of current Botswana electricity market can be summarized as: low security and high cost.

Low security: the country sees an annual consumption around 3650 GWh, where at least 70% electricity is imported from
South Africa. Such high dependency is a cause of great concern to the country's energy security, which is severely affected
after the South Africa energy crisis in 2008. Coupled with its sole generation plant (Morupule) under refurbishment, the
country is grappling with load shedding which occurs on a daily basis. Even with a well-documented load-shedding
schedule in place, unexpected load shedding occurs when a locality's energy demand exceeds 50 MW. The industry
productivity and household life quality are thus severely affected.

High cost: Botswana has a population just over 2 million, 13.4% of which are living in extreme poverty (less than $1.25 per
day), 30.6% in poverty and only 2.7% in urban areas. With a national average income less than £500 per household per
month, household has to pay £30-100 electricity bills per month depending on the season, which accounts for
approximately 13% of the total income.

Swanbarton, a UK SME, will lead a consortium of University of Bath, University of Botswana Clean Energy Research
Centre (CERC) and Yuasa Batteries UK in testing the technical and commercial feasibility of a system to support people in
Sub-Saharan Africa and Southern Asia through the project of EMBOSSA. EMBOSSA will address this problem by enabling
them to have a low-cost energy store sufficient to ensure constant lighting and mobile communications. The energy store
will be capable of construction locally, mostly from recycled materials (including second-life car batteries and smartphones)
and following designs which we will provide as open source, at prices affordable even for poor households. The energy
store will be controlled by battery management software with an optimisation system embedded. It makes charge/discharge
decisions based on the electricity tariff, demand estimation and load shedding schedule. The idea is to charge the battery
during off-peak times and discharge during peak-time or load shedding periods to: i) saving energy bills and ii) improving
electricity security.

The key innovations are:
i) As the battery system is recycled, it delivers energy security at a price point that's an order of magnitude lower than
comparable European and North American solutions.

ii) It uses mobile communications technology to integrate the home system to the electricity supplier's systems so that the
energy management system could optimize multiple objectives including energy cost, energy security and network
congestion.

iii) It improves the optimisation performance by integrating real-time load profile estimation from cloud data, which provides an accurate and dynamic understanding of household demand.

This project will test the technical and commercial feasibility of such a system to support people in Sub-Saharan Africa. The
system will help householders by ensuring that essential services are not interrupted by power cuts, and help them to
reduce energy bills. It also helps electricity companies to make fewer power cuts at times of peak load and defer network
investment.

The recycled hardware will not only stimulate local recycling economy but also give redundant hardware containing toxic
materials a second life and saved from landfill. A single kerosene lamp will generate a tonne of carbon over five years.
EMBOSSA will also reduce air pollution by enabling local poor households by reducing the use of kerosene.

Planned Impact

The direct beneficiary of project EMBOSSA will be Swanbarton and other related UK industry, Botswana energy
consumers and network operators.

UK industry
Current energy storage management system usually has three limitations: i) one single unified control system without
considering the variance of customers behaviours and needs; ii) static load profiling without considering the variance over
days; iii) high cost. These issues become particularly critical in Botswana and developing countries due to the wide range
of customer social-eco status, uncertainty in customers' behaviours and low income. Our innovation in customer tailored
optimisation and dynamic load profiling will boost the product development of Swanbarton and give it the business
advantage in Botswana. Coupled with the novel recycled open-source hardware plan, this ambitious project becomes
feasible and promising Successful project outcomes will stimulate an emerging buoyant market to the benefit of many other
related energy companies, for example battery manufacturers. It will also boost the recycle economy and increase job
opportunity in the UK.

Botswana Economy benefits
The product will reduce customer energy bills by charging at off-peak periods and discharging at peak times. Given the
time-of-use reflect the network condition, our energy management system will effectively reduce network congestions and
thus lower the risk of outage and defer network reinforcement. Also, the recycled hardware will stimulate the local recycling
economy including used car battery and smartphones.

Botswana Social benefits
EMBOSSA will provide affordable energy management system to enhance energy security. As power outage occurs on a
daily basis in many SSA countries, EMBOSSA will be able to maintain essential service during these periods. This will
improve local education by giving children the light with which to study without interruption.
EMOSSA will also enhance public health by enabling remote villages to use electricity lighting instead of toxic kerosene,
paraffin or candles. Over 600 million people in Africa (91% population) do not have access to electricity. EMBOSSA could
also provide power for essential activities in hospitals including emergency treatment, surgery and refrigeration of organs,
vaccines and medication.
EMBOSSA will also protect networks against demand surges at the end of load shedding periods. The tailored control will
enable each type of customer to use electricity efficiently without compromising life quality. As 70% Botswana's energy is
imported from South Africa, EMBOSSA will help the country towards energy independence, especially when the import isdisrupted.

Botswana Environmental benefits
In Botswana, 250000 tons of waste is generated annually; however, only 38% of this is properly disposed. EMBOSSA will
give redundant hardware containing toxic materials a second life, saving it from landfill. A single kerosene lamp will
generate a tonne of carbon over five years. EMBOSSA will also reduce air pollution by enabling local poor households by
reducing the use of kerosene
 
Description Finding 1: In Botswana, load shedding is now less common but stills exists. It is officially referred as "planned power interruption". In fact, "unscheduled load shedding" also happens occasionally. Therefore, our research focuses mainly domestic homes whose supply are affected by the load shedding. The overall objective for home battery system (HBS) is to provide essential supply during the outage period. Finding 2: It is unlikely customers will control the battery by themselves. It is also difficult to develop a local control centre. Therefore we developed a cloud system where all customers will send their data to the cloud. The information will be gathered and optimised in real time. Dispatch orders will be given to individual home battery system. Finding 3: The optimisation system will control the charging and discharging actions of the home battery system. The targets for control should be twofold: i) Energy security: to charge before a scheduled load shedding happens and discharge during the load shedding period; ii) Energy cost: to save customers' electricity bills by charging at off-peak time and discharging at peak time. We found customers have different preference on these two targets. Some prefer saving bills while others require high supply reliability. A weighted optimisation should be applied to meet different needs. More findings can be found on our university internal page: http://138.38.64.38:8000/search-post
Exploitation Route 1. We have published a conference paper describing the optimisation models developed. It can be used in further development of energy management systems where conflicts between reliability and cost occur. 2. The cloud system developed is currently available on our University internal web. It can be used by other researchers/business to develop a centralised control system for long-distance and distributed customers.
Sectors Energy

 
Description The cloud and optimisation systems developed have been integrated with the home battery system with a SME Swanbarton to form a home energy managment system. The system will automatically charge the battery when electricity is available and cheap while discharging when it is expensive or load shedding happens. The product has been successfully tested in Botswana. If the market opens, it will reduce customer energy bills by charging at off-peak periods and discharging at peak times. Given the time-of-use reflect the network condition, our energy management system will effectively reduce network congestions and thus lower the risk of outage and defer network reinforcement. It will provide affordable energy management system to enhance energy security. As power outage occurs on a daily basis in many SSA countries, EMBOSSA will be able to maintain essential service during these periods. This will improve local education by giving children the light with which to study without interruption. EMOSSA will also enhance public health by enabling remote villages to use electricity lighting instead of toxic kerosene, paraffin or candles.
First Year Of Impact 2018
Sector Energy
Impact Types Societal,Economic

 
Title Cloud Energy Management System 
Description The optimization model is constrained by a weighted function between electricity price, battery cost and the secure supply during load shedding. The optimisation system requires inputs of real-time battery status as listed in the document of HBS - Cloud System Interface. Therefore, we developed a Cloud Computing Platform (CCP) with four main functions: • Communication: the HBS sends real-time data to the OS and the OS returns real-time control via JSON • Data storage: A SQLite database including historical data of HBS, smart meter, electricity tariff, load shedding and other relevant information. This will enable forward-looking schedule for HBS. • Online Schedule: real-time optimisation is required in case of an unscheduled load shedding. The OS will be implemented in Python and integrated in the CCP. • Visualisation: to monitor and visualise the real-time states of the OS, HBS, smart meter, electricity tariff, load shedding and CCP itself. 
Type Of Material Computer model/algorithm 
Year Produced 2018 
Provided To Others? No  
Impact The model could control individual energy management system in the cloud. We have integrated the model with the Home Battery System developed by a SME, Swanbarton, and successfully tested in Botswana homes. 
URL http://www.swanbarton.com/news
 
Description University of Botswanana 
Organisation University of Botswana
Country Botswana 
Sector Academic/University 
PI Contribution We applied the Energy Catalyst round 4 research fund and successfully delivered the cloud energy management system. It is integrated with the home battery system developed by our UK SME, Swanbarton and successfully passed the field test in Botswanana. Four teleconferences were made between two organisations to discuss the status quo in Botswana power sector. Two workshops have been held in the University of Bath and University of Botswana respectively with researchers from both organisation presenting the latest research. A business meeting has been held with the CEO if Botswana Power Cooperation, Bath and Swanbarton.
Collaborator Contribution University of Botswana has made significant contribution at the early stage of the project, helping us to identify the challenges faced by the Botswana power sector. Their delegates have attended the workshop held in Bath to exchange research ideas and to discuss feasibility. At the later stage of the project, they held another workshop in the University of Botswana for us to disseminate our research and products. A filed test was successfully conducted in Gaborone by our research group. They has arranged a business meeting with the CEO of Botswana Power Cooperation. They were impressed by our research and MOU/NDA were signed afterwards. They also promised in-kind contribution for our future collaborative research. It has significantly increased the projects impact and extended its lifetime.
Impact Conference paper, 'A Data-driven Home Energy Management System for Sub-Saharan Africa' CIRED 2018. In-kind contribution from Botswana Power Cooperation
Start Year 2017
 
Description Rushlightushli 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact The Rushlight Show is an Exhibition of innovative clean technology solutions, including the Innovate UK Energy Catalyst Round 4 Showcase Cleantech Conference, incorporating the Cleantech Innovation Showcase, Sustainable Solutions Market Panel, Resourceful Conference, in association with LCRN and the Circular Economy Club. We secured a stand and presented our research and product. The team was also interviewed by the TV.
Year(s) Of Engagement Activity 2018
URL https://www.rushlightevents.com/rushlight-show/
 
Description Workshop in Southeast University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact To disseminate our learning and research to other developing countries, a workshop was help in Southeast University, China. The workshop focuses on the use of big data analytics to increase the energy efficiency in developing countries. Our research for Botswana was the keynote speech of the day. Researchers from Southeast University and China State Grid also presented their research in this area. A discussion was held afterwards to exchange learning and techniques.
Year(s) Of Engagement Activity 2018
URL http://mp.weixin.qq.com/s/fG-MVMNny8roSR9R_FTBzw
 
Description Workshop in University of Botswana 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact A workshop was held in the Department of Electrical Engineering, University of Botswana. The workshop was hosted by Prof.E. Matlotse, with around 50 academic staff, researchers, students and experts from industry. Presentations were given regarding the smart grid, big data and power market research in the University of Bath; business projects collaborated with Swanbarton and energy research in Botswana. An other business meeting with Botswana Power Cooperation was held afterwards.
Year(s) Of Engagement Activity 2018