<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Exploring Future Skills Shortage in the Transition to Localised and Low-Carbon Energy Systems</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Yael Zekaria</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Computer Science University of Bristol Bristol</institution>
          ,
          <country country="UK">UK</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Department of Computer Science University of Bristol Bristol</institution>
          ,
          <addr-line>UK ORCiD: 0000-0001-6293-3445</addr-line>
        </aff>
      </contrib-group>
      <abstract>
        <p>-As the climate change pressures mount, the need to in 2015 to supply energy from mainly renewable sources transition to clean (non-fossil fuel based) energy systems becomes [6]. Robin Hood Energy has saved at least £200 a year ever more apparent. Such a transition requires availability of for over 100,000 customers and has also seen successes in tarsawineeldlawssokriklleerds gtoovienrsntaanllceanadndcroengturolaltitohne tnoegwuiedneesrugcyhsaysmteamjosr, supplying energy outside of Nottingham through partnering societal change. This paper takes the first steps to explore the with local brands, such as Angelic Energy in Islington. Other issues related to said skills and training provision, using group examples of successful local energy communities include the discussions with the UK's energy researchers and practitioners. It Bethesda hydro-powered project in Wales [7], the Orkney reports on the areas of currently perceived skills gaps, and argues island's energy self-sufficiency in Scotland [8], or the PV for faonrdtthreainneinedg ptororveisseioanrc.hThoins wthoerkfuatuimres stokipllrsesvheonrttsaugcehpsrheodritcatigoens Schools programme that supplies solar energy generation to from arising in order to facilitate a successful transition to clean UK schools [9], saving energy bills, carbon emissions, and energy systems. promoting environment-related education in schools. Index Terms-energy systems transition; skills gap; skills Yet, all these are relatively small, disconnected projects. shortage, skills training, low-carbon energy system. In order for the transition to be adopted on a national scale, resources must be in place that provide the necessary skills, I. INTRODUCTION knowledge and most importantly, the societal will to imGlobal energy demand has grown steadily at around 2.4% plement this change. Transition to a nation-wide low-carbon per year since 1850, nearly all of which has been obtained energy system is not simply about installing some PV or from fossil fuels. Unsurprisingly, energy generation and distri- wind generation, but it is about the whole-scale change of the bution is one of the highest greenhouse gas emitting sectors in energy generation, distribution, and use practices: integration the developed countries (e.g., 3rd in the UK, after industry and of all renewable sources (to address their generally intermittent transport). Faced with the problems of climate change, most availability i.e. there is no solar generation during the nights); countries have set targets to decarbonise their energy systems ability to regulate demand (e.g. switching off non-critical [1], [2]. Realisation of such plans will require substitution of appliances when generation is low, and scheduling energy fossil fuel-based energy sources with renewable alternatives. use tasks when generation is high, e.g., [10]); willingness to Yet, the energy system underpins and is tightly intertwined regulate and set policies that foster engagement of all user with all other sectors of economy and areas of social life: groups with the energy generation and consumption issues; from high-tech industrial production processes to agriculture; enabling and mandating the transition of the incumbent large from home heating to transportation. Changing energy systems energy companies to new business models centred around implies changing the very core of the modern societal life [3]. clean energy sources, etc. All of this requires new kinds of skills The transition to low-carbon and localised energy systems from the employees, new kinds of jobs from the employers, and is already under way. The relevant technologies1 have been new kinds of education and training for all. developed and continue to be improved; government initiatives With appropriate methods, the journey to a more sustainable provide funding to research and support the transition [4], future can have great potential for the job market. Although [5]; and several groups have led the way with successful it is critical that the appropriate training of skills is in place decentralised and community energy projects. One such ex- in order to avoid long lead times and a widening gap between ample is Robin Hood Energy set up by Nottingham council the demand and supply of the necessary labour. This paper explores the skills shortages that the transition 1To name a few: PV panels, wind turbines, tidal and wave energy stations, to a clean-energy society is likely to face. Section II reviews ahnyaderoro btuicrbdinigese,steiolenctsryicstevmehsicalensd abnodrepeheorl-etso-pfoererheeantersgtyoratrgaed,inbgatptelraitefsoramnsd, insight from existing literature concerning the causes of a skills smart controllable appliances for demand response, etc. shortage, how they arise and how they can be tackled. These</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>issues will be addressed in terms of what they mean for the
energy market, the labour market as well as for policy and
social change. To relate the findings from the literature to the
current state of practice, we carried out several small
groupbased discussions which are outlined in Section III. Here
we present the emerging topics from these group discussions
between interdisciplinary experts on energy systems. Section
IV concludes this paper with a summary of our findings and
a plan of how they will be used in deriving a skills training
curriculum and skills shortage assessment model.</p>
    </sec>
    <sec id="sec-2">
      <title>II. BACKGROUND</title>
      <p>In this section we review literature relating to the definition
of skill shortages and how they can be tackled from three
viewpoints:
1) energy systems;
2) labour market;
3) policy and social change.</p>
      <p>It is relevant to consider this issue from a top-down,
economic approach (labour market) as well as bottom-up,
industry-specific angle (the energy system). Furthermore, since
our lives are centred around energy, we conclude this section
with a discussion of the societal impacts of a skill shortage in
the transition to a low-carbon economy.</p>
      <sec id="sec-2-1">
        <title>Background from the Energy Sector</title>
        <p>
          The lack of required skills has been reported as the biggest
challenge facing the global renewable energy sector [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ]. The
demand for necessary skills and further training is applicable
for new graduates of non-specialised STEM courses, those
with relevant skills from other sectors as well as those already
working in renewable energy in the case that their organisation
develops through digitisation or updated technology.
Therefore, it can be said that the onus to fill the skills gap is as
much on employers as it is on external education and training
institutions.
        </p>
        <p>
          A suggested solution for educators would be to create
tailored courses. However, there is less need for specialist
education programmes in renewable energy. Existing STEM
subjects provide the necessary foundation for professional
work in this sector [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ]. It would be more favourable to have
several low-carbon related modules within a higher education
course to provide students with the awareness and insight of
the benefits of alternative, cleaner energy systems.
        </p>
        <p>
          The most recent Global Talent Index Report (GETI) [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ]
carried out by 17,000 respondents from 162 countries has
shown that although there is an obvious skills shortage, the
most worrying issue for the renewable energy sector is, in
fact, the political landscape. A lack of subsidies is of huge
concern to the renewable industry, significantly more so than to
the conventional and better established non-renewable sectors.
However, the skills shortage is a looming crisis that many
are also worried about: 60% of respondents believe there is
only 5 years to act before it hits. So what talent is lacking?
The discipline of Engineering was reported to be in highest
need (50%) and project leadership following with 25%. The
latter reinforced by the lack of understanding of the system as
a whole: how multiple energy generation methods can work
together and complement each other, the role of legal experts
and policy makers in steering the path to change, the
implementation of effective and relevant training and education
programmes and how all of these factors come together. The
key risks to the sector, as a result of talent shortages, include
decreased efficiency, loss of business and reduced productivity.
These consequences will trigger a negative feedback loop
since it is likely that there will be less incentive to work
in the renewable energy industry if it is a failing one. The
top three methods to attract the right talent, agreed amongst
hiring managers and professionals, include better training,
clearer career progression and increased remuneration and
benefits packages. However, remuneration was one of the
least common reasons for choosing to work in this sector.
A possible explanation could be that the majority of the
workforce in the renewable industry are between the ages of
25-34. The concern for the climate is more apparent among
the younger employees who may enter the sector as they wish
to take action against global warming rather than for gaining
“job perks”.
        </p>
        <p>
          A novel solution to deal with skills shortages has been
implemented by Business in the Community through the Ban
the Box campaign [
          <xref ref-type="bibr" rid="ref14">14</xref>
          ]. By engaging with employers on
specific programmes, the 20% of the UK workforce with
criminal convictions can be given the support and training to
close the skills gap.
        </p>
        <p>Over the past decade we have seen a rise in automation
which can be argued to have a positive effect on decreasing the
skills shortage. Whilst it is true that automation has put many
out of work, with the right systems in place, automation can
allow members of the workforce to engage in less repetitive
tasks and transfer their talent to more technical areas of their
company.</p>
        <p>In summary, factors that should be taken into account in the
skills shortage assessment model to be developed include the
view of consumers, employees, employers and educators on
the areas where training is necessary, including both technical
skills training and policy-related education. This knowledge
will help in preparing for the changing technological
landscape, as well as in directing the action of policy makers in
requesting funding or regulation in specific areas.
Contributions to a skills training curriculum aimed at preventing the
looming skills shortages for energy systems transitions, should
include both general and tailored STEM courses and project
leadership for the proliferation of the low-carbon and localised
energy systems.</p>
      </sec>
      <sec id="sec-2-2">
        <title>Background from the Labour Market</title>
        <p>
          In economic theory, a skills gap is regarded as a
disequilibrium phenomena between the skills available by workers
and those demanded of them by employers. Such a gap is
a common cause of structural unemployment. The Oxford
dictionary of Economics [
          <xref ref-type="bibr" rid="ref15">15</xref>
          ] defines structural unemployment
as unemployment due to a lack among unemployed workers
of necessary skills which can occur as a result of changes in This results in workers becoming displaced since their
occudemand leading to the decline of industries which previously pations cease to exist as well as new jobs being introduced
provided jobs. Furthermore, structural unemployment cannot causing a shortage of workers with appropriate skill sets and
be cured by simply increasing demand or cutting wages but to some extent, an overlap between the two.
rather, it requires major investment in education and training The shocks in economic activity that can lead to structural
or subsidies to support the migration of jobs to depressed unemployment in the area of low-carbon and localised energy
areas. In other words, there must be a boost in the supply systems can arise from three main drivers:
of labour. It is important to note that structural unemployment
focuses on those who are unemployed and are out of work
as a result of a shift in the economy and it relates less so
to those who have the relevant skills but are employed by
other institutions. Therefore, its application is not a perfect
match to our case since, under the traditional interpretation of
structural unemployment, people who have suitable skills to
be employed in the low-carbon energy sector may simply be
working in other industries. Nevertheless, this area of labour
economics provides a starting point for our analysis of skills
gap understanding and modelling.
        </p>
        <p>An example of structural unemployment was seen in the
coal mining industry when employment fell by nearly 80%
between 1980 and 1990 as a result of a change in governmental
policy along with the growing unrest in the industry. The
scale of the coal mining industry decay is shown in Figure
1. Many of the miners did not have the skills or experience
that would transfer to other sectors. Given that the majority
of the population of mining towns were inevitably miners, the
changes put excessive pressure on the unemployed miners to
relocate geographically as well as occupationally to find work.</p>
        <p>Firstly, as industries become more energy efficient and
less polluting, the demand for occupations such as drilling
engineers decreases whereas there is an increase in the
demand for others, such as solar panel technicians. In
some cases the occupations are relatively transferable. For
example, an individual working on oil or gas drilling sites
will be able to transition to the geothermal industry which
relies on similar methods for heat extraction. The change
in market behaviour can also be encouraged by consumer
habits, for instance, through mass pressure for greener
energy which in turn causes the industry to adapt in order
to meet the demands of their customer base.</p>
        <p>Secondly, entirely new occupations can emerge as a
result of developments in technology. Occupations are
also limited by this factor since a technology may not
be available in a certain country or relocation to an area
where the occupation is vacant may not be a feasible
option.</p>
        <p>
          Thirdly, the introduction of regulation and environmental
policy can force the industry to alter its structure. For
example, policies may be put in place that ban certain
materials or processes with negative environmental
impacts [
          <xref ref-type="bibr" rid="ref18">18</xref>
          ]. All of these factors are geographically specific
and will be taken into account when developing a model
for assessing a skills shortage with the constraint of
localisation.
        </p>
        <p>
          The solutions introduced by the UK government to
regenerate the areas of ex-coal mining industries included funding
to support upcoming small businesses, investments from large
automotive and technology companies who built sites in the
affected areas and provision of higher education courses with
strong connections to manufacturing and IT industries [
          <xref ref-type="bibr" rid="ref17">17</xref>
          ].
        </p>
        <p>Structural unemployment is typically long-term
unemployment as a result of ‘shocks’ that the economy needs to take
time to adjust to. We expect that in our transitional scenario,
structural unemployment is both about decarbonisation and the
decline of the fossil fuel industry as well as the adoption and
development of low-carbon and decentralised energy options.</p>
        <p>Over time, the labour market adjusts to equilibrium
commonly through increasing wages to attract skilled workers from
other firms or from unemployment. Alternatively, training can
be provided to increase the supply of skilled workers, yet the
length of a training course may cause long lead times and it
is also necessary to incentivise individuals into enrolling in
the training programmes in the first place. One way to speed
up this process is for companies to offer apprenticeships and
teach workers the skills or training ‘on-the-job’.</p>
        <p>
          Furthermore, a transparent labour market with available
information to technological innovators, firms and educators is a
fundamental criterion of an efficient market. This transparency
will minimise the time taken for information to flow about new
opportunities from firms to the educators who will provide
future workers with the suitable skills [
          <xref ref-type="bibr" rid="ref19">19</xref>
          ]. According to the
GETI [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ], when asking hiring managers in the renewable
energy industry how employers can overcome the skills gap,
45% believed this could be done through partnering with
colleges and education boards. Yet, it is worth noting that
this part of the GETI survey was a closed set of answers and
although multiple answers could be selected, the options did
not include a choice of closing the skills gap via is input from
policy makers, which, as noted before is a key influence area
to be considered.
        </p>
        <p>From bans on harmful products to the introduction of a
carbon tax, the government has an extraordinarily influential
power in promoting a smooth transition to low carbon and
more localised energy systems through legislative prohibitions
as well as by providing both incentives and disincentives. This
is clearly shown in Figure 2 that illustrates the success of
encouraging installations of solar panels through the
introduction of the Feed-in Tariff in 2010. The growth in the number
of installations post April 2016 could partly reflect the rush
to set up projects before further reductions in subsidies take
effect. Nonetheless, this example of a positive incentive for
participation in cleaner production methods should be learnt
from to support the transition.</p>
        <p>
          Fig. 2. Quarterly breakdown of number of installations and total installed
capacity accredited under the Feed-in Tariff. Figure obtained from [
          <xref ref-type="bibr" rid="ref21">21</xref>
          ]
        </p>
        <p>The background research into the effects of an energy
transition for the labour market demonstrates that we can
learn from previous periods of structural unemployment in
developing models for skills shortages prediction and
prevention. For example, the measurement of how many skills are
transferable from jobs in industries that are declining could
provide an indication of how investment should be injected
back into geographically affected areas, i.e. which companies
should be encouraged to open their doors to those affected
by structural unemployment, and which should invest into
development of new business opportunities. Furthermore, to
make the labour market more transparent, the firms creating
technologies should be motivated to state the occupations and
skills that will be required to maintain and operate the new
products and services. In this way a relevant skills training
curriculum can be devised and kept up to date with emerging
technologies.</p>
      </sec>
      <sec id="sec-2-3">
        <title>Background from Policy and Social Movements</title>
        <p>
          The transition to low-carbon and localised energy systems
is as much a change in the way we use our energy as it is the
way we think about it. We consider the ‘mindset transition’
to be a skill shortage in the green energy industry in the
same way that there is a shortage of engineering skills in this
sector. Whilst it is crucial that the right policies are put in
place to secure enough investment in skills development, the
attitudes towards the benefits of low-carbon energy alternatives
need to be addressed: firstly to ensure people are willing to
work in the industry, secondly, that they are willing to accept
relevant policy and regulations, and finally, to encourage
participation of end users (including end user companies) both
as consumers, investors and producers (where possible) in
one’s local energy system. The investment in skills training
and the attitude of the society towards low-carbon energy go
hand in hand. For instance, according to the Solar Energy
Society of Canada, one of the reasons why solar thermal got a
bad reputation there was due to unqualified workers installing
systems that did not work properly [
          <xref ref-type="bibr" rid="ref22">22</xref>
          ], as skills in that sector
were amiss and available installation engineers did not want
to or could not afford to invest in training.
        </p>
        <p>
          Societal change is often brought about by leaders who
believe that they can influence policy. Activism of this kind
can take the form of strikes, protests or civil disobedience.
One movement, Extinction Rebellion, urges policy-makers to
take climate change more seriously by causing non-violent
disruptions such as blocking bridges [
          <xref ref-type="bibr" rid="ref23">23</xref>
          ]. Participants include
academics and scientists from across the globe and they have
been successful in making their voices heard and raising
awareness for the lack of governmental action through gaining
media attention. However, policies to aid decarbonisation can
also create disruption and unrest, as recently seen with the
‘gilets jaunes’ in France. When president, Emmanuel Macron
proposed a rise in the tax of diesel and petrol without any
subsidies for the alternative cleaner, electric vehicles, protesters
took to the streets in violent clashes with the police [
          <xref ref-type="bibr" rid="ref24">24</xref>
          ]. This
is comparable to a disregard of a just transition that must be
avoided in the journey to a greener society. Just as workers
employed in the non-renewable sectors must be given the
opportunity to learn new skills, consumers need to be provided
with alternatives before enforcing change.
        </p>
        <p>
          Other leaders who can encourage the mindset transition are
the large corporations such as Google, Apple and Facebook
who are all in a race to operate on 100% renewable energy
in their worldwide facilities [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ]. Industry, being the biggest
contributor of greenhouse gases, has to pay the price for
these emissions. As well as operating in a low-carbon manner,
businesses that benefit from high profits should invest in
education programmes that will in turn reward their reputation
and help to provide an adequately skilled workforce within
their companies and in the wider industry.
        </p>
        <p>The inclusion of the ‘mindset transition’ into the skills
assessment model is a real challenge. One way to address this
is through input from surveys carried out by energy consumers.
Questions in such a survey could enquire what drives or deters
consumers from using low-carbon energy methods. Once the
reasons behind the lack of willingness to transition are
discovered, these reasons (where relevant) could also be addressed
through the skills training curriculum, or information sharing
campaigns and/or regulations. Informational and educational
resources could also be made available to consumers through
their energy providers.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>III. PILOT STUDY</title>
      <p>As part of the UK Engineering and Science Council funded
project (EnergyREV), 34 researchers and practitioners of
interdisciplinary topics within energy systems were invited to
take part in small group discussions to help us understand the
current state of the skills gap with regards to the localised
renewables-based energy systems in the UK. Five groups,
consisting of 4 to 7 persons were formed (through random
allocation of the participants). The groups were set 3 questions
to address:</p>
      <p>In the transition to localised and low-carbon energy systems,
1) What examples of skills shortages have you come
across?
2) What factors do you think cause these skills shortages?
3) How can we measure such skills shortages?</p>
      <p>The groups recorded their answers as they discussed the
questions, and the resulting findings were collated after the
workshop. These are presented in Table I and discussed in the
remainder of this section.</p>
      <sec id="sec-3-1">
        <title>Discussions of Preliminary Findings</title>
        <p>Although the groups worked independently from each other,
several ideas overlapped and there was a clear emphasis on the
need for a combination of top-down and bottom-up solutions.</p>
        <p>Firstly, there was a noted shortage of multi-vector energy
systems and interoperable technology. As many renewable
generation methods are intermittent by relying on natural
cycles, it is necessary to complement methods of generation
with others to provide a secure energy supply. The integration
of systems will be specific to different regions since not all
localities will have access to every form of energy generation
and some forms are more efficient than others in certain areas.
Most importantly, different forms of generation must be
compatible when combined in the same system. Interoperability
can appear in a number of ways:</p>
        <p>Consumer interoperability - difficulty in switching energy
service providers,
Data interoperability - data sharing and combined
analysis of data from different platforms,
Device interoperability - compatibility of equipment
bought to monitor or manage energy usage,</p>
        <p>Contributing factors that relate to these issues include a
lack of standards, a lack of appreciation of the commercial
value of tackling the skills shortage as well as silo training
and thinking. A standardised set of requirements to ensure
interoperability would be an effective solution if enforced as a
regulation. Additionally, a standard in education and training
programmes would provide a bigger systems understanding
rather than focusing on individual topics. This would also aid
in reducing silo approaches to the industry.</p>
        <p>In a similar vain to the shortage of system integration, a
shortage of skills in conducting whole systems retrofitting
was reported. Adapting existing buildings or systems is a
challenging task and ever more difficult to achieve whilst
simultaneously constructing efficient and low carbon new
builds. The lack of action in this area is partly down to little
investment or available funds since retrofitting is a large and
expensive venture. Furthermore, there is low value awarded to
refurbishing a perfectly functional building when the will to
decarbonise is not a priority and the capital to complete such
a project is not readily available. Other factors that contribute
to this shortage are a traditional vision about buildings and a
lack of understanding about the relationship between all parts
of the energy system.</p>
        <p>One suggested metric to measure the shortage of skills
in this context is by comparing the gap between sales and
certificates. With this information it is possible to to determine
approximately how many installations are associated with each
certified worker. Consequently, one can assess whether the
output per worker is a realistic quantity or if it is likely
that installers are working overtime to compensate for the
lack of skills in this area. We must also bear in mind the
possibility that non-certified individuals are carrying out part
of this workload.</p>
        <p>Another shortage mentioned in the workshop was that of
whole systems understanding, the architects to design them
and analysts to assess their performance. Analytic skills on
carbon saving and efficiency is something we are seeing more
of in smart systems which provide the resulting information
on carbon savings and efficiency to end-users. However, the
performance of buildings in terms of their efficiency calculated
through measures such as BREEAM analysis could be useful
in clarifying whether a building operates on the level it claims
to or was designed to. Cross-certification in this respect can
imply whether there is a high enough quality of skills to
provide the low-carbon solutions that are aimed to be achieved.</p>
        <p>It is evident that there is a shortage of policy makers
and legal experts with specific knowledge of low-carbon
and localised energy systems. The lack of government action
could be due to the lack of conclusive data which provides the
evidence that the supply of energy will be secure when
generated on smaller scales or by alternative methods off the trusted
National Grid. Although some successes have been reported by
several energy communities and projects, they are viewed as
piece meal, often reported in non-comparable ways.
Aggregating and integrating the data required for demonstration of such
successes across many projects is a key part of the research
carried out by members of the EnergyRev Consortium. The
factors contributing to the shortage of legal experts could again
be due to a lack of whole-systems understanding as well as
a low will and acknowledgement of the urgency of working
to support the transition. A suggested way to measure skills
gap in this area is by looking at the vacancy rates of related
jobs; how long the positions are vacant for as well as how
many vacancies there are as a ratio of total legal experts for
example.</p>
        <p>Final key shortages learned from the workshop were the
lack of individuals with transferable and interdisciplinary
skills as well as appropriate further education, namely in
STEM subjects, project management or more specific courses.
Financial, IT, cyber and installation skills were amongst the
highlighted skills in shortage. Reported factors contributing to
their low supply include poor incentives, such as remuneration
or other job perks, expensive courses to gain the qualification
and a lack of investment in education. Metrics to quantify
this include the number of people out of the entire workforce
with the required qualifications, enrolled in relevant training
programmes as well as the aforementioned length of vacancy
advertisements.</p>
        <p>The preliminary workshop raised interesting points from a
range of backgrounds. Several issues that were voiced had
not been learnt from the review of existing literature such as
the lack of skills relating to whole system retrofitting and the
lack of accreditation of relevant skills. These findings, along
with those from the previously presented literature review, will
be incorporated into our ongoing research on developing a
skills assessment model. These findings include, for instance,
cross certification and skill surveys to be completed by
employers (which skills are difficult to source in job vacancies)
and graduates (perceptions of working in low-carbon and
localised industry and reasons for and against). Furthermore,
it is important to have an understanding of the economic
and social impacts resulting from a given skill shortage as
well as those factors driving the shortage. Since there is no
single measure that can fully represent a skills imbalance,
a selection of metrics should be used as well as including
indicators relating to the given area where the shortage exists
and their specific economic or social impacts.
Geographicallydependent factors, such as local regulations and availability of
resources, provide useful information in assessing a lack of
skills and the potential causes for a given locality. Additionally,
as a skills training curriculum is to be developed to support
prevention of skills shortages from arising, we used the
workshop results to identify preliminary ares to be covered by
this curriculum, which are taring provision for the legal and
regulatory expertise, whole-systems understanding, systems
integration and interdisciplinary skills.</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>IV. CONCLUSIONS AND FUTURE WORK</title>
      <p>This paper acts as the premise for our ongoing work on a
more detailed study to produce a reference map of knowledge
areas for the Energy Systems domain along with the skills
mapped against each knowledge area, a methodology for skills
gap assessment at various scales (i.e. local, regional, and
national) and opportunities and gaps in the skills training
provision nationally and internationally.</p>
      <p>As part of our ongoing work, a skills assessment model is to
be designed in such a way that it will point to the key factors
that are responsible for the lack of skills. The employees,
regulators, and educational and training providers will then be
able to directly deal with these “guilty causes”. The output of
this work, when completed, will be shared with educational,
training and policy making bodies who can be advised on
the best avenues support the unfolding “energy revolution” of
transitioning to a localised, renewable-based, secure energy
systems.</p>
      <p>
        The consolidated body of knowledge on energy systems,
along with the respective skills, is intended to serve as an
evolving and living schema against which the educational and
training provisions within the UK and internationally will be
assessed, akin to that of the SWEBOK [
        <xref ref-type="bibr" rid="ref26">26</xref>
        ] for Software
Engineering, or CyBoK [
        <xref ref-type="bibr" rid="ref27">27</xref>
        ] for Cybersecurity professionals.
      </p>
      <p>ACKNOWLEDGEMENTS</p>
      <p>This research is funded by the UK EPSRC EnergyREV
(EP/S031863/1) grant and the Refactoring Energy Systems
fellowship (EP/R007373/1).</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1] House of Commons,
          <article-title>“2020 renewable heat</article-title>
          and transport targets,
          <source>” House of Commons</source>
          ,
          <year>2016</year>
          ,
          <source>second Report of Session</source>
          <year>2016</year>
          -
          <volume>17</volume>
          ,
          <article-title>together with formal minutes relating to the report</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          <article-title>[2] BEIS and Ofgem, “Upgrading our energy system smart systems and flexibility plan: Progress update,” Department for Business, Energy</article-title>
          and
          <string-name>
            <given-names>Industrial</given-names>
            <surname>Strategy</surname>
          </string-name>
          ,
          <year>2017</year>
          , the National Archives, London.
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>W.</given-names>
            <surname>Young</surname>
          </string-name>
          and
          <string-name>
            <given-names>L.</given-names>
            <surname>Middlemiss</surname>
          </string-name>
          , “
          <article-title>A rethink of how policy and social science approach changing individuals' actions on greenhouse gas emissions,” Energy Policy</article-title>
          , vol.
          <volume>41</volume>
          , pp.
          <fpage>742</fpage>
          -
          <lpage>747</lpage>
          ,
          <year>2012</year>
          . [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0301421511009177
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <surname>Inovate</surname>
            <given-names>UK</given-names>
          </string-name>
          and UK Research and Innovation, “
          <article-title>£102 million to make uk prosper from the energy revolution</article-title>
          ,”
          <year>2018</year>
          . [Online]. Available: https://www.gov.uk/government/news/102-million
          <article-title>-to-makeuk-prosper-from-the-energy-revolution</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <surname>Ofgem</surname>
          </string-name>
          , “
          <article-title>Non-domestic rhi</article-title>
          ,”
          <year>2011</year>
          . [Online]. Available: https://www.ofgem.gov.uk/environmental-programmes/
          <article-title>non-domesticrhi/about-non-domestic-rhi</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>D.</given-names>
            <surname>Hellier</surname>
          </string-name>
          , “
          <article-title>Robin hood energy: Nottingham launches not-for-profit power firm</article-title>
          ,”
          <year>2015</year>
          . [Online]. Available: https://www.theguardian.com/environment/2015/sep/07/robin-hoodenergy
          <article-title>-nottingham-council-launches-not-for-profit-energy-company</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>E.</given-names>
            <surname>Local</surname>
          </string-name>
          , “Cyd ynni,”
          <year>2016</year>
          . [Online]. Available: http://www.energylocal.co.uk/cyd-ynni/
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          <article-title>[8] “Orkney renewable energy forum</article-title>
          ,”
          <year>2000</year>
          . [Online]. Available: http://www.oref.co.uk/orkneys-energy/
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <surname>D.</surname>
          </string-name>
          of Energy and C. Change, “
          <article-title>'power to the pupils': Solar pv for schools - the benefits</article-title>
          ,
          <source>” DECC</source>
          ,
          <year>2014</year>
          . [Online]. Available: https://www.gov.uk/government/publications/power-to
          <article-title>-thepupils-solar-pv-for-schools</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>R.</given-names>
            <surname>Chitchyan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Shah</surname>
          </string-name>
          , and
          <string-name>
            <given-names>C.</given-names>
            <surname>Bird</surname>
          </string-name>
          , “
          <article-title>Eliciting requirements for demand response service design to households: A pilot study</article-title>
          ,”
          <source>in Proceedings of the Evaluation and Assessment on Software Engineering, EASE</source>
          <year>2019</year>
          , Copenhagen, Denmark,
          <source>April 15-17</source>
          ,
          <year>2019</year>
          ,
          <year>2019</year>
          , pp.
          <fpage>299</fpage>
          -
          <lpage>304</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11] Airswift and
          <string-name>
            <given-names>Energy</given-names>
            <surname>Jobline</surname>
          </string-name>
          , “
          <source>The Global Energy Talent Index Report</source>
          <year>2018</year>
          ,”
          <year>2018</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          [12]
          <string-name>
            <given-names>International</given-names>
            <surname>Labour</surname>
          </string-name>
          <string-name>
            <surname>Office</surname>
          </string-name>
          , “
          <article-title>Skills and Occupational Needs in Renewable Energy,” ILO Skills and</article-title>
          Employability Department, Geneva,
          <year>2011</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [13] Airswift and
          <string-name>
            <given-names>Energy</given-names>
            <surname>Jobline</surname>
          </string-name>
          , “
          <source>The Global Energy Talent Index Report</source>
          <year>2019</year>
          ,”
          <year>2019</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          [14]
          <string-name>
            <given-names>S.</given-names>
            <surname>Howard</surname>
          </string-name>
          , “
          <article-title>'Ban the Box' campaign asks employers to give ex-offenders a chance</article-title>
          ,”
          <year>2013</year>
          . [Online]. Available: https://www.theguardian.com/sustainable-business/ex-offendersunemployment-businesses
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          [15]
          <string-name>
            <given-names>J.</given-names>
            <surname>Black</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Hashimzade</surname>
          </string-name>
          , and
          <string-name>
            <given-names>G.</given-names>
            <surname>Myles</surname>
          </string-name>
          , A Dictionary of Economics, 5th ed. Oxford University Press,
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          [16] UK Department for Business,
          <source>Energy and Industrial Strategy</source>
          ,
          <year>2019</year>
          . [Online]. Available: https://www.statista.com/statistics/371069/employmentin-coal
          <article-title>-mining-industry-in-the-united-kingdom-uk/</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          [17]
          <string-name>
            <given-names>T.</given-names>
            <surname>Merrill</surname>
          </string-name>
          and
          <string-name>
            <given-names>L.</given-names>
            <surname>Kitson</surname>
          </string-name>
          , “
          <article-title>The End of Coal Mining in South Wales: Lessons learned from industrial transformation</article-title>
          :
          <source>GSI REPORT,” The International Institute for Sustainable Development</source>
          ,
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          [18]
          <string-name>
            <given-names>O.</given-names>
            <surname>Striestska-Ilina</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Hofmann</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D. H.</given-names>
            <surname>Mercedes</surname>
          </string-name>
          , and
          <string-name>
            <given-names>J.</given-names>
            <surname>Shinyoung</surname>
          </string-name>
          , “
          <source>Skills for Green Jobs: A Global View: Synthesis Report Based on 21 Country Studies</source>
          ,” International Labour Organization,
          <year>2011</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          [19]
          <string-name>
            <given-names>C.</given-names>
            <surname>Shah</surname>
          </string-name>
          and G. Burke, “
          <article-title>Skills shortages: Concepts. measurement and policy responses</article-title>
          ,
          <source>” Australian Bulletin of Labour</source>
          , vol.
          <volume>31</volume>
          ,
          <year>2005</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          [20] Airswift and
          <string-name>
            <given-names>Energy</given-names>
            <surname>Jobline</surname>
          </string-name>
          , “
          <source>The Global Energy Talent Index Report</source>
          <year>2017</year>
          ,”
          <year>2017</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          [21]
          <string-name>
            <surname>Ofgem</surname>
          </string-name>
          , “FIT quarterly breakdown,”
          <year>2018</year>
          . [Online]. Available: https://www.ofgem.gov.uk/environmental-programmes/fit/contactsguidance-and
          <article-title>-resources/public-reports-and-data-fit/feed-tariffsquarterly-statistics#thumbchart-c4831688853446394-n91793</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          [22]
          <string-name>
            <given-names>O.</given-names>
            <surname>Strietska-Ilina</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Hofmann</surname>
          </string-name>
          ,
          <string-name>
            <surname>M.</surname>
          </string-name>
          <article-title>Dura´n Haro, and</article-title>
          <string-name>
            <given-names>S.</given-names>
            <surname>Jeon</surname>
          </string-name>
          , “
          <article-title>Skills for green jobs: a global view: synthesis report based on 21 country studies</article-title>
          ,” International Labour Office, Geneva,
          <year>2011</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          [23]
          <string-name>
            <given-names>J.</given-names>
            <surname>Watts</surname>
          </string-name>
          , “
          <article-title>Extinction rebellion goes global in run-up to week of international civil disobedience</article-title>
          ,” The Guardian,
          <year>2018</year>
          . [Online]. Available: https://www.theguardian.com/world/2018/dec/10/extinctionrebellion-goes
          <article-title>-global-international-civil-disobedience-climate-talkspoland</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          [24]
          <string-name>
            <given-names>A.</given-names>
            <surname>France-Presse</surname>
          </string-name>
          , “
          <article-title>Extinction rebellion goes global in run-up to week of international civil disobedience</article-title>
          ,” The Guardian,
          <year>2018</year>
          . [Online]. Available: https://www.theguardian.com/world/2018/dec/30/parispolice-fire
          <article-title>-tear-gas-yellow-vest-gilet-jaunes-protesters</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref25">
        <mixed-citation>
          [25]
          <string-name>
            <given-names>A.</given-names>
            <surname>Moodie</surname>
          </string-name>
          , “
          <article-title>Google, apple, facebook race towards 100% renewable energy target</article-title>
          ,” The Guardian,
          <year>2016</year>
          . [Online]. Available: https://www.theguardian.com/sustainablebusiness/2016/dec/06/google-renewable
          <article-title>-energy-target-solar-wind-power</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref26">
        <mixed-citation>[26] IEEE Computer Society, “Swebok.” [Online]. Available: https://www.computer.org/web/swebok</mixed-citation>
      </ref>
      <ref id="ref27">
        <mixed-citation>
          [27] “
          <article-title>The Cyber Security Body of Knowledge.” [Online]</article-title>
          . Available: https://www.cybok.org/
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>