Biography: Dr Amy Stabler is a Senior Lecturer at Newcastle University Business School and Programme Director for the MSc Coaching and Mentoring.  Her teaching and scholarship focuses on facilitating postgraduate work-based learners to improve their practice with a particular interest in critical management education.

Alongside a couple of my Business School colleagues, I’ve been collaborating with energy researchers since 2019 to learn about and take action in relation to EDI in the energy research community through the EPSRC Supergen program.  There is a lot of information about why system change is required to create EDI and you can find some thoughts about that in this earlier blog.  I’m going to share some practical insights into how we’ve gone about the process of change to improve our awareness and to take systemic action in the hope that you might pick up something practical to try out.

We began with a workshop to share best practice about tackling unconscious bias, to highlight and increase awareness of our own privilege and to co-create and agree next steps for a continuation of the conversation about EDI for the project.

We used a photo-elicitation exercise to surface each other’s tacit knowledge about EDI and to ensure that everyone in the room got to participate.  Images help to evoke felt experiences and draw on metaphorical representations to express ideas (Taylor and Hansen, 2005). One participant chose a picture of a woman exercising to share his thoughts that EDI is like a muscle that needs building and exercising which is a neat metaphor for the process we’ve built together.

The workshop has been followed by periodic action learning set meetings to develop continual learning from the workshop and its application to the project.  Action learning is a system of education in which a group of people learn by discussing each other’s practical problems, typically six-eight participants, who meet regularly for around two hours. They tackle real problems using relevant concepts and theory and collectively try out new ideas and behaviours (Raelin, 2019).  It works in cycles over time.

Our aspiration for the action learning sets was to meet at a planned regular time, agree ground rules for ways of operating at the first meeting, share leadership responsibility, pay attention to getting and keeping people involved, and to ensure that participants would take action.

The arrival of the COVID-19 pandemic led to the action learning sets being more fluid than planned but, more importantly, they became a safe place for colleagues to check in with each other: was everyone ok?  What challenges were they facing?  How could peers help and support each other?  There was recognition that some energy researchers in the group were a long way from their home country, and/or living alone and isolated, or juggling childcare and home-schooling.  Online meetings allowed participants into each other’s homes and blurred the separation between personal and professional lives.  Through this process of crisis and personal sharing of vulnerability, increasing understanding and empathy with each other’s differences emerged.

The action learning sets were formed with the explicit purpose of being a trusting and safe space to explore EDI topics that were uncomfortable or high-risk for participants. In providing a secure space in which to expose vulnerability, the action learning sets have allowed energy researchers to claim difference in themselves and embrace difference in others.  In doing so, the researchers have learned to “become comfortable with being uncomfortable” (Corlett et al, 2021, p9) and to encourage and support new behaviours, knowledge and competence into practice.  This has included:

• ensuring that a national conference was diverse in its organising committee and presenting participants.  Feedback from the conference was positive about diversity and what this brought in terms of learning and there was a diverse delegate mix;
• conducting a survey into the Impact of COVID-19 on EDI, and research, across the EPSRC Supergen program;
• targeting seed-corn research funding calls for PIs to under-represented groups (those identifying as women or non-binary)

Our next areas to explore and develop are becoming everyday active allies, and career sponsorship for under-represented groups (Singh and Vanka, 2020).  The action learning cycles continue…

References:

1. Corlett, S., Ruane, M., & Mavin, S. (2021) ‘Learning (not) to be different: The value of vulnerability in trusted and safe identity work spaces’, Management Learning, 52(4), 424–441.
2. Raelin, J.A. (2019) ‘Deriving an affinity for collective leadership: below the surface of action learning’, Action Learning, 16 (2), 123–135.
3. Singh, S. & Vanka, S. (2020) ‘Mentoring is essential but not sufficient: sponsor women for leadership roles’, Development and Learning in Organizations: An International Journal, 34 (6), 25-28.
4. Taylor, S.S. & Hansen, H. (2005) ‘Finding Form: Looking at the Field of Organizational Aesthetics’, Journal of Management Studies, 42 (6), 1211–1231.

Attendees – Phil Taylor, Jianzhong Wu, Muditha Abeysekera, Jack Dury, Sian Allister, Laiz Souto, Daniel Carr, Yang Gao, Wei Gan, Amirreza Azimipoor, Nicolas Manea, Andreas Elombo, Nick Jenkins (virtual attendance). 

Workshop Summary 
At the previous Supergen Research Assistant (RA) meeting, held in Bristol, it was agreed by all that similar meetings between researchers should take place in the near future. The opportunity to keep up to date with the research of colleagues helped to foster a sense of community across the Supergen research network. Furthermore, the opportunity for the RAs to present their work and receive feedback was seen as very valuable.    

On the 11th of February, University of Bristol researchers were hosted at the University of Cardiff’s School of Engineering for a follow up workshop. The purpose of this workshop was to: 

1. Keep colleagues up to date with new research project developments. 
2. Identify collaboration opportunities from across the Supergen network and beyond. 
3. Agree on the next steps to take to advance the progress of collaborative work.  

To begin the workshop, RAs took turns to discuss the development and progress of their research projects. After each talk, there was an opportunity for questions and feedback. The benefits of working alongside academics with diverse research interests were clear, with advice being based on a range of experiences. 

After summarizing their projects, attendees were eager to explore how their research overlapped, and the possible collaborative projects they could work on. 

Early in the discussion, it became clear that there was a lot of scope for collaborative work on Microgrids. Several researchers were either working directly on Microgrids or on topics pertinent to microgrid development. Researchers from both Bristol and Cardiff committed to exploring microgrid topics together. Moreover, roles for external partners were discussed, to further expand the Supergen network. There was also a lot of excitement about the promise of hydrogen tech in multi-vector network futures. With many RAs working in relevant areas, it was decided that future collaborative work should address pressing research questions. During this discussion, a detailed diagram of the RAs expertise and current projects was created to illustrate the potential for research cooperation. This diagram (subsequently shared with attending RAs) demonstrated the breadth of research skills within the network and opportunity to form complex research groups.   

After the group discussion, several specific actions were decided upon. Most notably, it was decided that: 

• RAs, whose research overlaps, will work closely on projects addressing a range of energy networks issues/questions. 
• There will be a renewed effort across the Supergen hub to share research, data and models. 
• RAs collaborative research papers would be presented in a special issue of Applied Energy. 
• A new collaborative paper will be written on an energy networks issue identified during the meeting.

The attendees from Bristol were also treated to a tour of Cardiff’s Laboratory facilities and a behind the scenes insight into some of the experiments currently taking place. The day ended with a visit to a restaurant in Cardiff Bay where, naturally, energy networks discussions continued. The Bristol team will visit Bath soon for a similar workshop to expand Supergen’s existing collaboration plans.  

Conference of the Parties (COP) is arguably one of the most important international conferences, bringing together governments and policymakers from across the globe to deliberate on matters concerning global climate.

About the Author

Dr. Andreas Elombo is a Research Associate in Future Energy Networks within the Supergen Energy Networks (SEN) Hub, under the School of Computer Science, Electrical and Electronic Engineering, and Engineering Mathematics (SCEEM) at the University of Bristol.

He holds a Doctor of Philosophy (PhD) in Engineering Science from the University of Oxford (United Kingdom), and a Master of Science (MSc) in High Voltage Engineering from the University of Stellenbosch (South Africa).

Conference of the Parties (COP)
Since the first COP meeting in 1995, member countries have convened annually to agree guidelines that could be adopted by all member countries in order to commit to abating the global threat of climate change.

The Paris Agreement (2015) took on the mandate to hold to account all its signatories on the pledges they have made to reduce their greenhouse gas emissions, and commit to working together to limit global warming to below 2℃ or, more ambitiously, below 1.5℃ compared to pre-industrial levels.  

Figure 1 shows the Climate Action Tracker thermometer, an independent scientific tool that tracks government climate action and measures it against the globally agreed Paris Agreement targets.

Key Outcomes of COP26
In the context of the renewed urgency brought about by the fast-rising global temperatures, COP26 was a meeting at which countries of the world were faced with the pressure to arrive at a concrete agreement that helps put into action all tools required to move toward a net-zero global economy by 2050. Two key outcomes that capture the essence of this urgency are the Glasgow Climate Pact, as well as the finalization of the Paris Rulebook.

What do the outcomes of COP26 mean for energy networks?
There is an international consensus that now is the time to act with renewed efforts toward alleviating the impact of climate change and ensure that the factors contributing to the climate change crisis are abated.

Specific outcomes include the intensified drive to limit global temperatures below 1.5℃, the phasing down of coal-based power and the phase-out of fossil fuel subsidies, climate change and adaptation finances, and carbon markets incentives.  

From the perspective of energy networks, it means that the energy networks will need to adapt to the new energy resources and applications by essentially undergoing a rapid transformation that enables these networks to serve as a well-suited conduit for delivering energy to customers. The important function of energy networks is to deliver energy to customers in a reliable, sustainable, and cost-effective manner.  

Electric Vehicles
The electrification of motor vehicles has already given rise to the introduction of electric vehicles onto the energy networks. This is a new load that must be served by the energy networks. The charging of these vehicles, as one can imagine, will be very stochastic in nature. Combining the stochasticity of the charging of these vehicles with the intermittency in energy generation gives rise to a chaotic reality.

Heating
The heating sector is also undergoing a rapid revolution of decarbonization. It is believed that green hydrogen will act as cushion that will allow us to transition from fossil-based oil and gas dependency into an era of low-carbon heating. Existing heating fuel will most likely adopt green hydrogen in place of methane-based gas heating. What this means for energy networks is that the existing gas networks will need to undergo re-designing or some sort of adaptation in order to be able to transport green hydrogen reliably and securely.

Conclusions
The role of the energy sector in bringing about a net-zero reality is immense. Fossil fuels will be replaced with low-carbon energy resources such as solar, tidal, and wind energy resources, motor vehicles will be electrified, and heating will adopt green hydrogen as a form of fuel. All of this requires energy networks that are capable to deliver energy to customers in a reliable, sustainable, and cost-effective manner while navigating the complexity that arises from the integration of the variable energy sources (solar, tidal, and wind energy) and smart energy applications (V2G, demand-side response (DSR)).

The race is on. The task is decarbonization. It is a global task. Collaboration is essential in accomplishing this task.  

The full article is available to download.

On December 9th 2021, Research Assistants (RAs) met in Bristol for dinner ahead of the final Supergen networking event before the new year. On the 10th, in the magnificent ‘Engine Shed’ events hub, RAs presented research updates to their colleagues and discussed the possibility of collaborative research efforts in the future. This RA catchup event was an opportunity to share their achievements, progress, and ideas with others in the Supergen network. It was also a reminder of breadth of expertise among Supergen’s researchers:

“I personally consider that the team has a unique range of skills and research interests” – Andrei-Nicolas Manea

The opportunity to share ideas and receive feedback from colleagues with different research interests showed a real strength of the Structure of the Supergen network. The multidisciplinary research team was able to offer a range of insights that very few other workshops could.

“I shared my recent work and got meaningful feedback, thanks to this forum” – Wie Gan

Throughout a difficult 2021, the RAs in the wider Supergen network have shown themselves to be resilient to the challenges facing academic enquiry. Despite these hurdles, RAs have managed to continue their research, produce new papers and disseminate their work at conferences and COP events. Meeting face to face, after an extended period dominated by online networking events, therefore came as a welcome change:

“It was fantastic to meet other researchers face to face, having only very limited opportunities to do so since starting my PhD” – Jonathan Amirmadhi

“It was great to meet colleagues after almost 2 years of remote working” – Muditha Abeyseker

Once those who presented their research had done so, the event ended with a discussion, chaired by Laiz Souto, on the future direction of the Supergen RA investigations, specifically ‘what understanding, shaping and challenging is still required for a move towards Net Zero?’

Discussants covered several topics:

• The role of energy networks/companies in future decision making.
• The financial burden of upgrading/developing networks.
• The transportation of energy throughout the country.
• The concerns of energy firms/distributors regarding risk.
• Possible energy futures, and what an integrated energy future might look like.

Discussants mentioned that more interactions with policymakers/regulators would be beneficial and that their suggestions could be directly investigated and tested by Supergen RAs. Summarising these discussions, it was suggested that RAs should meet again for further workshops and should work towards coauthoring a piece of work that could be presented to appropriate policymakers/regulators. This idea has been very well received among the RAs:

“I am excited to see how the group could produce a coherent collaborative piece of work” – Jonathan Amirmadhi

“Lots of opportunities are present for further collaboration between each of the different institutions, and there is a feeling among the researchers that we could bring our ideas together to deliver a single body of work” – Daniel Carr

Overall, the event demonstrated the importance of face-to-face meetings for large projects, especially those with researchers from different academic institutions with a range of research interests. The entire catchup event was optimistic, constructive, and set the foundations for future collaborations. It is hoped that, in the coming year, Supergen RAs will be able to meet more frequently, supporting each other’s research.

“I hope to continue to communicate with my friends and colleagues and do more for the Supergen project together” – Wei Gan

“The was real enthusiasm for the work that we are all doing, and I am looking forward to future face to face meetings over the duration of the research project” – Daniel Carr

Attendees:

• Daniel Carr, Cardiff
• Nicolas Manea, Cardiff
• Laiz Souto, Bristol
• Amirreza Azimipoor, Cardiff
• Wei Gan, Cardiff
• Jonathan Amirmadhi, Cardiff
• Andrei Manea, Cardiff
• Muditha Abeyseker, Cardiff
• Richard Oduro, Leeds
• Minghao Xu, Bath
• Phil Taylor, Bristol
• Furong Li, Bath
• Jack Dury, Bristol

About the Author:

Dr Susan Claire Scholes is a post-doctoral researcher within the School of Engineering. Susan’s current research is in the field of whole systems energy research, working with the Supergen Energy Networks Hub at Newcastle University.

Previous research interests were in bioengineering where Susan was responsible for the investigation of explanted metal-on-metal hip prostheses and explanted knee prostheses.

Matlab and the GB Network System
Let me tell you a story….  It feels like it started a long, long time ago but in reality it has only been 20 months (this may still seem like a long time to some, depending on your age!).  Twenty months of hard work but important work.  This is when I started working on a model of the GB network system.  This model already existed [1, 2] but it needed some work to be done on it to allow it to perform the tasks that I required.

Now, I had minimal experience (or knowledge) on Matlab but I am always eager to learn so I saw this as an opportunity to develop my research skills even further (I’ve been working in academic research for 21 years now, so it’s never too late to learn!).

I familiarised myself with Matlab and the model so I understood the background to my project; and this understanding developed as the time progressed.  The adjustments needed on the model were only small; small in capacity but mammoth in the necessary effort to succeed!

The cost functions of each generation type in the GB network model were already in the model but they were just given as merit order equations; this was so the model was able to calculate the proportion of expected generation from each type of generation provider (wind, gas, coal, nuclear and hydro).  But I needed it to calculate the true costs.

I knew this wouldn’t be easy, or quick!  As a modeller, it is important to analyse results obtained and question their validity; you need to have confidence in the results that your model provides.  It is essential that you compare your results with appropriate published data and relevant work done by others.

Using known data from previous years I was able to identify when the results from my model were not as good as they needed to be; and it allowed me to gain confidence in my work as it developed.  This was an iterative process that required many hours of hard and repetitive work.

To get this done well it required a lot of effort and determination (and a few handkerchiefs to mop up the inevitable tears of frustration!).  For months I was stuck in what seemed to be a never-ending loop:

• adjust the model, write the script, run the model – no joy
• adjust the model, adjust the script, run the model – it works!, review the results
• adjust the model/script, run the model – it works (but sometimes it didn’t!), review the results
• adjust the model/script, run the model – it works!, review the results, confirm results, add results to paper, find some new information
• adjust the model/script, run the model – it works!, review the results, confirm results, add results to paper, find some new information
• again, again and again until…
• adjust the model/script, run the model – it works!, review the results, confirm results, write the paper (with confidence that the model used is the most appropriate and performs the task well) and submit!
  
  

So, what have I learned during this time?  Perseverance is key, determination is needed and patience would have been a bonus but I’ve always lacked in that!  Unexpected things, like the University’s cyber security attack, and even a pandemic, can be obstacles but with the correct support they are not insurmountable.  I also needed to learn that all models have their limitations.

You can minimise these limitations to produce the best model for your purpose but your model cannot do all, it will not be suitable for everything.  Spend time on the model, like I say, for it to produce relevant results for your work but understand that there will always be limitations as to what the model can do.

As long as you are aware of these and you are able to explain the limitations imposed on your work (and why these are acceptable) then you should feel proud.  Proud of the valid, valuable work you have achieved and the advancements you have made in your field of research.  It was all worth it in the end!

References

1. Bell, K.R.W. and A.N.D. Tleis. Test system requirements for modelling future power systems. in IEEE PES General Meeting. 2010.
2. Asvapoositkul, S. and R. Preece. Analysis of the variables influencing inter-area oscillations in the future Great Britain power system. in 15th IET International Conference on AC and DC Power Transmission (ACDC 2019). 2019.

The Supergen COP26 Fishbowl was a public engagement activity in which participants from different groups, organisations, and backgrounds discussed their visions for an energy future with net-zero carbon emissions. It took place at the Ramshorn Theatre in Glasgow during the COP26 Energy Day on the 4^th of November.

Each Supergen hub – Solar, Offshore Renewable Energy, Bioenergy, Energy Networks, Energy Storage, Hydrogen and Fuel Cell – nominated up to two academics and early-career researchers to make up the surrounding audience and contribute to the discussion with specialist knowledge. I am glad that I was among them and had the opportunity to join the event in person.

In the next paragraphs, I will describe the concept of a fishbowl discussion, summarize the discussion points of the Supergen COP26 Fishbowl event, and provide an overview of my experience in Glasgow during the COP26 Energy Day

About the Author

Laiz Souto is a Research Associate on the Supergen Energy Networks Hub, with a PhD in Electrical Engineering and is also a Postdoctoral Research Associate in Future Energy Networks at the University of Bristol with the Department of Electrical and Electronic Engineering.

Laiz has a broad interest in the energy transition, including energy infrastructures, low carbon energy systems, optimization and statistical techniques applied to energy systems planning and operation, uncertainty quantification in large scale energy systems, energy systems integration, power system resilience to extreme weather events, power system reliability and security of supply, and power systems protection, automation, and control, among other topics.

What is a fishbowl discussion?
A fishbowl is a form of conversation which allows several people to participate in a conversation. In a fishbowl discussion, chairs are arranged in concentric rings. Participants seated in the inner circle (i.e., the fishbowl) actively take part in the conversation by sharing their thoughts, whereas participants seated in the outer circles listen carefully to the topics being discussed. Participants in the outer circles may enter the inner circle to share their thoughts when a seat is available. Participants in the inner circle are encouraged to vacate their seats after contributing to the discussion so that other participants can join the conversation.

The Supergen COP26 Fishbowl event followed this format with six inner chairs and roughly twenty outer chairs. The inner chairs were occupied by the facilitator and the academics nominated by each of the five Supergen hubs at the start of the live stream. Before the start of the event, participants agreed to leave an empty seat in the inner circle whenever possible so that different participants could join the ongoing discussion. As an outcome, participants from different backgrounds, organizations, and career stages could share their thoughts on distinct aspects involved in the energy transition towards a net-zero carbon emissions future.

What was discussed in the Supergen COP26 Fishbowl event?
The Supergen COP26 Fishbowl agenda was divided into four chapters over one hour and a half. The event facilitator moderated the discussion, ensuring that the duration of each chapter was roughly the same and that all participants who joined the inner circle could share their ideas.

At the start of the live stream, academics delivered a short presentation about the perspective of their hub to contextualize the debate. The role of the research conducted by each Supergen hub towards a net-zero carbon emissions future was briefly introduced.

Chapter 1: “How do we generate our energy in a net zero world”
The role of different energy sources in a net-zero carbon emissions future was discussed. Energy production from renewable sources, energy storage, nuclear power plants, hydrogen, integrated electricity-gas-heating networks, and the phasing-out of fossil fuels were debated. Other aspects were also linked to the energy production in a net zero world, such as the importance of a just energy transition leaving nobody behind to achieve the climate targets previously set in the Paris Agreement.

Chapter 2: “How do we deliver that net zero energy to the public”
The role of different technologies in the energy supply chain was discussed. Among them, smart grid capabilities, artificial intelligence, flexibility options, and distributed energy resources were associated to disruptive changes in the provision of energy to the customers in a net-zero carbon emissions future. In this context, the role of energy networks in the transportation of energy in its different forms from generation sites to consumption sites was emphasized. Challenges and opportunities posed by the increasing electrification of other sectors were also discussed.

Chapter 3: “How do we utilize that net zero energy”
Changes in energy consumption in a net-zero world were debated, highlighting the role of the customers towards net-zero carbon emissions. The impact of the choices made by the customers on the final uses of energy was debated, considering aspects that could incentivize the adoption of clean energy technologies and energy efficient appliances, such as subsidization. Changes introduced by the increasing electrification of economies worldwide were also discussed.

Chapter 4: “What steps should the UK be taking to make our energy system net zero by 2050”
Policy decisions were discussed with a sense of urgency. Stopping subsidization of fossil fuels and increasing investments in state-of-the-art clean energy technologies along with the required network infrastructure were emphasized as key commitments towards a net-zero carbon emissions future. In this context, taking into consideration regional aspects along with clean energy technologies currently available was recommended to accelerate the energy transition towards net-zero carbon emissions.

What was like to be in Glasgow during the COP26 Energy Day?
For many participants like me, COP26 – and the Supergen COP26 Fishbowl in particular – brought the first opportunity to attend a conference in person after the pandemic lockdowns and travel restrictions had been lifted in the UK. This made the opportunity to be in Glasgow during COP26 – and during the COP26 Energy Day in particular – even more unique.

The city was overbooked and fully decorated with COP26 banners, some of which also including reminders of how individual choices contribute to greenhouse gas emissions in different ways. The atmosphere in Glasgow was tense, as the decisions to be made during the next few days of COP26 were expected to determine the world’s ability to curb global warming. Expectations among the COP26 attendees were high, given the importance and urgency of climate change mitigation and adaptation worldwide and the lack of ambitious commitments linked to action plans at the previous conferences. During the COP26 Energy Day and the Supergen COP26 Fishbowl event, I was happy to see and engage in interesting discussions about the role of energy networks in climate change adaptation and mitigation.

Now that COP26 is over and the Glasgow Climate Pact is ready, I hope to see governments implementing ambitious action plans that lead to rapid decarbonization worldwide. Ultimately, I look forward to seeing bold climate commitments put into practice towards net-zero carbon emissions in the next few years.

About the Author:

Dr Dragan Cetenovic is a Postdoctoral Research Associate at the University of Manchester, where he works as a part of the core research team of the Supergen Energy Network Hub to develop approaches for advanced monitoring and control of multi-energy systems using novel sensor, ICT and Big Data approaches. My focus is on development of methods for advanced state-estimation for dynamic security assessment of integrated multi-energy networks, integration of signals from different types of sensors into a data acquisition platform, and development of efficient methods for real-time Big Data processing and knowledge extraction in future energy networks.

Introduction
Despite their vital importance to the UK’s energy sector, industry and society, there is no current whole systems approach to studying the interconnected and interdependent nature of energy network infrastructure and the challenges it faces. Inspired by this, team of Researchers and Academics from the Supergen Energy Networks Hub, led by Hub Director, Professor Phil Taylor, recently published their joint paper in the International Journal of Electrical Power and Energy Systems (IJEPES).

The paper is available online and will be published in the February 2022 issue of the Journal. The paper has been written through a well-organized coordination and professional commitment of all signed authors. It is now a good starting point for moving forward with new publications in high impact papers. The IJEPES is a highly respected, Q1‑journal (IF=4.63), with a tradition of 40 years of successful publication of high-quality research papers in the field of power and energy systems.

About the paper
The energy sector worldwide is facing considerable pressure arising from the growing demand for clean energy, the need to reduce carbon emissions substantially while adapting to the inevitable impacts of climate change and coping with the depletion of fossil fuels and geopolitical issues around the location of remaining fossil fuel reserves. In this regard, UK Government has committed to a net zero carbon economy by 2050 [1]. Energy networks are vitally important enablers in the global pursuit of a just transition to net zero [2].

The transition to net zero and the energy trilemma (energy security, environmental impact and social cost) present many complex interconnected international challenges. There are different challenges regarding systems, plants, physical infrastructure, sources and nature of uncertainties, ICT requirements, cyber security, big data analytics, innovative business models and markets, and policy and societal changes. As technology and society changes, so do these challenges, and therefore the planning, design and operation of energy networks needs to be revisited and optimised.

Current energy networks research does not fully embrace a whole systems approach and is therefore not developing a deep enough understanding of the interconnected and interdependent nature of energy network infrastructure [3, 4]. This paper provides a novel interdisciplinary perspective intended to enable deeper understanding of multi-vector energy networks. The expected benefits would be enhanced flexibility and higher resilience, as well as reduced costs of an integrated energy system.

Considering drivers like societal evolution, climate change and technology advances, this paper describes the most important aspects which have to be taken into account when designing, planning and operating future multi-vector energy networks. For this purpose, the issues addressing future architecture, infrastructure, interdependencies and interactions of energy network infrastructures are elaborated through a novel interdisciplinary perspective. Aspects related to optimal operation of multi-vector energy networks, implementation of novel technologies, jointly with new concepts and algorithms, are extensively discussed. The role of policy, markets and regulation in facilitating multi-vector energy networks is also reported. Last but not least, the aspects of risks and uncertainties, relevant for secure and optimal operation of future multi-vector energy networks are discussed.

Fig. 1 Block-diagram of the framework for investigation of interfaces between modelling, policy, markets, ICT and risks in multi-vector energy networks.

References

• Committee on Climate Change, “Net Zero: The UK’s contribution to stopping global warming”, May 2019.
• International Energy Agency Report, “World Energy Outlook 2020”, IEA, Paris, 2020 https://www.iea.org/reports/world-energy-outlook-2020
• H. R. Hosseini, A. Allahham, S. L. Walker, P. Taylor, “Optimal planning and operation of multi-vector energy networks: A systematic review”, Renewable and Sustainable Energy Reviews, vol. 133, 2020. doi: 10.1016/j.rser.2020.110216
• Mancarella, “MES (multi-energy systems): An overview of concepts and evaluation models”, Energy, vol. 65, pp. 1–17. 2014. doi: 10.1016/j.energy.2013.10.041

The equality diversity and inclusion session at the Supergen COP26 conference involved 7 high profile colleagues who are actively undertaking interventions to improve equality diversity and inclusion.

The first speaker, Dr Sara Walker from Newcastle University, spoke about a joint survey to Supergen members from across 7 Supergen investments. The survey investigated the impact of the COVID pandemic on the Supergen community. As a result of this work some key recommendations have been delivered to the Supergen hubs. For example, results indicated that increased child care during the pandemic was more significant for part time colleagues. This could disproportionately affect their career progression.

The second speaker was Dr Zaffie Cox from EPSRC. She spoke about engendering a positive equality diversity and inclusion culture through decisions on investments, on ways in which peer review is carried out, and in ensuring research addresses issues such as energy justice. Zaffie went on to talk about a call, which is active at present, for an EDI network plus.

Prof Rachel Oliver of Cambridge University presented work by the group The Inclusion Group for Equity in Research in STEMM (TIGERinSTEMM). Rachel talked about her campaign to highlight the need for data on research funding broken down by protected characteristics. This was supported by government prior to the most recent general election. Progress had been made, with some data released by EPSRC, and Rachel showed an example where awards of large grants were significantly higher for male principle investigators than female principal investigators. Rachel suggested the culture change needed across the funding landscape requires major intervention. She also suggested some personal actions that could be taken, for example asking about equality diversity and inclusion when agreeing to take on tasks such as speaking at events.

Dr Leda Blackwood of Bath University presented work on an Inclusion Matters (EPSRC funded) project ‘Reimagining Recruitment’. In depth surveys were undertaken to better understand experiences of early career researchers, to better understand what influences colleagues to stay in academia and in STEM subjects. Key factors related to being on an academic contract and being on an open contract. Opportunities were seen as very important but that these need to positively shape the view of the workplace and of the self. Procedural fairness was overwhelmingly seen as low across respondents. Questions about perceptions about the self identified that females felt less able to be authentic and this could lead to feelings of being less psychologically safe in the workplace. Leda also commented on deficit models which are used more often i.e. women need to be more positive or more confident, but this is not necessarily appropriate.

Prof Belinda Colston of the University of Lincoln talked about the Inclusion Matters (EPSRC funded) ‘ASPIRE’ project. This is a change model, with eight themes used to define the makeup of an inclusive research environment. For each of these eight themes, Belinda and the team are considering appropriate interventions and ways of measuring their success or impact. This project is at an early stage and not yet complete.

Prof Louise Mullany of Nottingham University talked about Inclusion Matters (EPSRC funded) ‘STEMM Change’ project. She focused on two pieces of work. One was around recruitment, and work done to analyse recruitment language. The project has identified 12 recommendations to improve recruitment language and to increase diversity in applicants as a result. The project team also undertook a survey of technicians with a focus on COVID-19 issues. Some of the issues identified were similar to that of the work of Dr Sara Walker and the Supergen hubs. Significantly, technicians considered themselves to be lacking visibility opportunities, since they were rarely named on proposals and on research outputs.

Emma Pinchbeck, CEO of EnergyUK, talked about the need to have diverse representation within organisations because this visually shows the organisation’s values. Diversity is not just about representation however, it’s about diversity of voices, diversity of views, which better enable organisations to reflect their customer base or reflect society in general. In building for net zero we need to think about how that approach will meet the needs of all. And to think about the impacts on minority communities. Therefore all sectors of society need representation and need a voice. Emma talked about some practical approaches which her company is taking. For example they have signed up to the 50:50 commitment initiated by the BBC, where at least 50% of speakers at events are women. Her organisation supports ‘Switch’ which is a list of diverse speakers for events in the energy sector. Emma mentioned the importance of networking and building safe spaces for discussion. She mentioned EWiRE, PowerfulWOMEN, and the EDI conference which EnergyUK has held. She talked about the need to have a mix of events, such as small events, hybrid events, and inviting speakers from sectors outside of energy to get diverse voices in the energy sector as well. And within organisations she talked about the need for safe spaces, for staff working groups to be informal and protected, confidential from senior management. Emma also spoke about practical things which individuals can take, such as requesting their employer allow individuals to have time to do EDI initiatives, or to enable a better home-work life balance.

The range of initiatives and the passion of the individuals were really motivating to me as the chair at this event and I look forward to putting into practise some of the suggestions made by colleagues at this event. By taking positive action, we as the Supergen Hubs can be allies to colleagues across our communities, across protected characteristic groups, across academia industry public sector and third sector. Together we can create opportunities for positive change across the energy space to ensure diversity is valued, opportunity is equal, and individuals feel included in our community.

Speaker bios: Cross Hub Equality, Diversity & Inclusion Session – Supergen Energy Networks Hub – Newcastle University

On the afternoon of the 26^th of May, a team with partners from University of Liverpool, Good Things Foundation, National Energy Action, the Centre for Regional Economic and Social Research at Sheffield Hallam University, and the Supergen Energy Networks Hub, hosted an event on digital inclusion in the energy market. The event was split across two sessions: the first featuring reflections from Good Things Foundation’s community partner organisations about their experiences of supporting digitally excluded consumers with the energy market, and the second showcasing new and ongoing research undertaken by Citizens Advice, the Research Institute for Disabled Consumers, and Good Things Foundation. This was followed by a panel discussion, joined by representatives from the Supergen Energy Networks Hub and the EU-wide energy consumer advocacy organisation, Next Energy Consumer.

Reflections
Reflecting back on the event, one of the most important messages that stands out is just how pervasively digital exclusion intersects with other vulnerabilities and other forms of exclusion to limit fair and affordable access to energy. For instance, Fareeha Usman, the found of the charity Being Woman, discussed how rural areas of Northumberland face complex challenges not just in accessing the internet, but electricity itself. Hayley Nelson, the Director of Learn For Life, also relayed the multiple challenges and exclusions faced by refugees in accessing the core energy and digital services they need shortly after their arrival in the UK. They cannot access their bills online, search for deals, or embrace smart technology, and Good Things Foundation’s partner organisations returned time and time again to how they have to interpret information for people and help them to understand and access essential services.

Of course, we also know that exclusions are not primarily a result of personal characteristics, but of the way the energy market is designed. In different ways, almost all of the speakers discussed the ways that energy systems and infrastructures are often seemingly designed to make things harder and more complicated for those who do not have the digital skills or connection to take full advantage of them. Caroline Jacobs, Head of Development at the Research Institute for Disabled Consumers, touched on the inaccessibility of EV charging infrastructures for disabled consumers, and other speakers criticised the lack of non-digital means of switching energy supplier, and the exclusivity of the best deals to online switching sites.

Inclusive Design Principles
These conversations underlined that it is becoming ever clearer that we need inclusive design principles and ‘users’ of all kinds to be more centrally involved in how these infrastructures are conceived and built. This was conveyed strongly by Arun Rao, Senior Policy Advisor at Citizens Advice, who emphasised the need for suppliers to improve the accessibility of information as well as the importance of maintaining multiple channels of communication for customers, so they can get in touch in the way that is most suited to their preferences and needs.

This however begs the question, how can changes like this be achieved? At one point, an audience member mused whether there was anyone from energy regulators, or from government, in attendance. If not, why not? they continued. A short time later, two responses appeared in the chat from attendees based in two of the UK’s regulators, essentially saying ‘yes, here I am’, and providing assurances that the issues being discussed would be fed back to colleagues. he need to work together across the third-sector, industry, government, and energy regulators to amplify the issues and work collaboratively towards more inclusive solutions was spoken about, implicitly and explicitly, by all of our presenters – including across borders, as Marine Cornelis, founder of the EU wide consumer organisation Next Energy Consumer, aptly reminded us.

Next Steps
As the decarbonisation and digitalisation of the energy system gathers pace, we need to continue these conversations and take forward efforts to tackle the twin inequalities of digital exclusion and access to affordable energy services. There is always more to do, but as one of Good Things Foundation’s community organisations put it after the event, it was energising (if you’ll pardon the pun) to see so many members of the energy sector in attendance listening to their experiences and wanting to do more to support digitally excluded customers. As the government takes forward plans to coordinate the digitalisation of the energy system, carving spaces for articulating these experiences and trying to embed them in policymaking remains an urgent and important task.

About the Author
For further information please contact Matthew Scott (National Energy Action).

Feedback to BEIS Panel of Technical Experts on interconnector modelling in the 2021 Electricity Capacity Report

Dr Matthew Deakin, Dr Hannah Bloomfield

Background
National Grid Electricity System Operator (NGESO) recently requested feedback from the community on their Summary Briefing Note, “Modelling de-rating factors for interconnected countries in the 2021 Electricity Capacity Report”. The severe Texas blackouts this winter have brought the issue of resource adequacy sharply into focus, with technical developments in European capacity markets via the European Resource Adequacy Assessment (ERAA) ongoing to ensure market-based solutions can provide energy system resilience as countries transition to net-zero.

Supergen Energy Networks (SEN) responded to NGESO’s call for feedback last year. We discussed how bidirectional flows from interconnectors mean that the marginal value of increased interconnection for individual countries can be both positive and negative with respect to resilience (particularly when the stress periods of multiple countries coincide), in contrast to conventional generation assets which always improve resilience. This year, NGESO have specifically requested feedback on the scenarios they are developing for interconnected countries, used to inform sensitivity analysis which identify a range of de-rating factors for new and existing interconnectors. Ultimately, de-rating factors are then used by the Secretary of State to determine the capacity volumes that interconnectors can bid into the capacity market.

How are Scenarios used in the GB Capacity Market?
Capacity markets are designed to provide a price signal to incentivise investment in generation to provide resilience, explicitly taking into account uncertainties in supply and demand. On the supply side, these uncertainties include the closing date of generators close to the end of their life, the commissioning dates of new assets, or even the availability of network infrastructure such as subsea cables. On the demand side, the uptake of new technologies mean that both peak and average GB demand changes from year to year, whilst nascent Demand Side Response technologies can also address tight margins, as they have done in GB for many years under the guise of ‘Triad avoidance’. Additionally, as we discuss in this note, both supply and demand are sensitive to climate variability and climate change, due to the weather sensitivity of renewables and demand.

The GB Capacity Market uses the “Least Worst Regret” approach to determine the required Capacity to Secure under these uncertainties (the Capacity to Secure subsequently determines how much generating capacity is procured for future winters). This approach evaluates the capacity that would be required to meet demand under a wide range of credible scenarios. The overall target Capacity to Secure is then calculated that will minimise the cost of generation overspend (based on the costs of building new generation) against the societal costs of controlled demand disconnection (based on the value of lost load) so that the target demand for the capacity market will minimise the potential ‘regret’ of overspend.

How could Climate Change Variability affect these Scenarios?
The scenarios that are selected for modelling are overlaid on top of a central scenario, representing a best guess of the state of the future system in between one- and five-years’ time, using nominal uncertainties on both the supply and demand side (Figure 1). One source of uncertainty here is the weather. To account for this, 30-40 years of historical weather data would typically be used to model a wide range of possible outputs from weather-dependent renewables in this central scenario, rather than selecting a year with particularly poor weather (which is typically included instead as an individual scenario). Similarly, as demand is strongly dependent on temperature (Figure 2) due to electric heating loads, the distribution of daily peak demand can also be ‘hindcast’ using 30-40 years of historic temperature.

Figure 1: Scenarios used to determine the capacity to secure for the 2024/5 winter, from the 2020 Electricity Capacity Report. The Base Case (BC) is used as a central scenario, with sensitives around this considering uncertain outcomes on both the supply and demand-side that could increase or decrease the required Capacity to Secure to a given security standard (eg, 3 hours expected loss of load per year). [Figure reproduced with permission]

There are therefore two ways that climate variability and climate change can impact on the scenarios used in the capacity market. Firstly, as the 30-40 year period used in historical assessment is relatively short, it may therefore be that as-yet unseen weather conditions, simulated in climate models, may need to be considered to adequately study possible risks of shortfalls. Additionally, long-term climate variability can also lead to the likelihood of adverse conditions being much greater in a given decade. Plausible scenarios modelling challenging weather years may need to be synthesised to model periods with higher demands and lower wind generation than exists in the historic record.

Figure 2: Weekday peak demand for 2016/17-2018/19 winters against population-weighted temperature for France and Great Britain. If the likelihood of very cold weather is reduced due to climate change, the likelihood of very high demands is also reduced.

Additionally, it could be that the modelling of the Central scenario, based on the long-term climate, will also be impacted by climate change. This could affect the Capacity to Secure calculations of all scenarios (except those scenarios focusing on specific weather conditions). For example, there is a clear warming trend in historic temperature data over France since 1980 (Figure 3a), such that if the temperature is corrected to account for this, the modelled northwest European temperature would rise close to 1°C. Although the change in mean temperature is relatively small, the shift in the temperature distribution (Figure 3b) means that the likelihood of cold temperatures can be affected significantly. For example, the likelihood of the mean daily temperature of France being below freezing reduces from 12.2% to 6.5%.

Physically, this de-trending of temperatures is meaningful as circulation in the atmosphere (driving weather fronts and wind) is thought to only be weakly dependent on the background temperature. Milder temperatures lead to reduced peak demands and therefore reduced requirements for expensive peaking capacity.

Figure 3: The distribution of temperatures in France changes if the historic, long term climate change signal is corrected for.

What was the feedback we provided to BEIS Panel of Technical Experts?
Given the sensitivity of peak demand to temperature shown in Figure 2, a 1°C increase in winter temperatures would lead to a reduction in the required capacity of around 500 MW in GB, or more than 2000 MW in France. The costs of providing this capacity are not inconsequential – for example, at a cost of new entry of £49/kW used in the GB capacity market, a 500 MW overestimation in the capacity required leads to an increase in costs of £24.5m per year. It is worth noting however, that this could also lead to a slight reduction in the likelihood of shortfalls.

In our feedback we took the view that the scenarios that NGESO have discussed around the modelling of interconnectors (including concerns around early closure of Coal and Nuclear plants in mainland Europe) are well justified. However, we also suggest that accounting for long-term climate change can and will have an impact on calculations of target Capacity to Secure. The de-trending of temperature is a relatively minor technical fix that could avoid costly over-procurement in the long run. Incorporating as-yet unseen, severe winter events is also a possibility by making use of longer-periods of historical data (including appropriate detrending) or output from climate model simulations. Ongoing work as part of the CLEARHEADS project will be further exploring these areas, and will be providing open-access suitable de-trended data. This will give energy modelers easy access to the data required to study the impacts of climate change on a wide variety of problems beyond the capacity adequacy issues discussed here.

Conclusions and future challenges
Systemic changes in climatic conditions will change the risk profile of energy systems heading toward net-zero, particularly in view of rapid increases in renewable capacity and electrification of heating demands in winter-peaking systems. Understanding both the severity and coincidence of system stress is necessary for an accurate determination of the value of interconnection for providing resilience.

The provision of secure, cost-effective and low-carbon energy will result in energy systems becoming increasingly weather dependent. We conclude that energy modelers will therefore need to become highly skilled in the handling and analysis of significant quantities of climate and weather data, used across a wide range of scales and contexts, to effectively address whole energy system design challenges on the path to net zero.

Feedback to BEIS Panel of Technical Experts
The feedback is available to view and was written with contributions from Dr David Greenwood, Dr Susan Scholes, Dr David Brayshaw and Professor Furong Li. The authors are also grateful for feedback from industrial advisor to the project, Dr Chris Harris. Matt and Hannah are support by the Supergen Energy Networks CLEARHEADS Flex Fund project, led by the University of Reading. Contact: matthew.deakin@newcastle.ac.uk; h.c.bloomfield@reading.ac.uk

About the authors

Dr Matthew Deakin is a postdoctoral Research Associate at Newcastle University with the Power Systems group. His research interests include whole energy systems analysis, power system planning and operations, and smart grids.

Dr Hannah Bloomfield is a post doctoral Research currently working in the University of Reading meteorology department. Her research focuses on understanding natural and societal challenges to present and near-future energy systems. Her past work focused on the impacts of climate variability and climate change on international power systems including large proportions of renewables.