<!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>
      <journal-title-group>
        <journal-title>M. T);</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Energy management systems in SME: State of research and methodical considerations</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Marcus Triller</string-name>
          <email>marcus.triller@uni-rostock.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Kurt Sandkuhl</string-name>
          <email>kurt.sandkuhl@uni-rostock.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>BIR-WS 2024: BIR 2024 Workshops and Doctoral Consortium, 23rd International Conference on Perspectives in Business Informatics Research</institution>
          ,
          <addr-line>BIR 2024</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of Rostock</institution>
          ,
          <addr-line>Albert Einstein Strasse 22, 18059 Rostock</addr-line>
          ,
          <country country="DE">Germany</country>
        </aff>
      </contrib-group>
      <volume>000</volume>
      <fpage>0</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>With the increasing importance of sustainability and the corresponding regulations, the reduction of energy consumption, the avoidance of energy waste, and the role of energy management have increased in companies. For large organisations, reports about successful implementations of energy management systems (EnMS) are available, but the situation for small and mediumsized enterprises regarding EnMS is not well-researched. The main objective of the research presented in this paper is to contribute to a better understanding of the state of research and the state of practice in energy management of SME as a foundation for future research in the field. The main contributions of this paper are (1) the results of a survey among SMEs confirming the relevance of energy management and a lack of knowledge how to implement energy management systems, (2) the results of a systematic literature study structuring the existing work in the field of energy management for SME, and (3) the outline of a proposal how to support SME in energy management.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Energy management</kwd>
        <kwd>small and medium-sized enterprises</kwd>
        <kwd>SME</kwd>
        <kwd>relevance</kwd>
        <kwd>requirements</kwd>
        <kwd>literary analysis</kwd>
        <kwd>survey</kwd>
        <kwd>management systems</kwd>
        <kwd>1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Motivation</title>
      <p>growth [2]. They accounted for 99.4% of companies in Germany in 2021. At 54.8%, they
employed a large proportion of the labour force and accounted for 28.7% of total German
turnover. Together, they generated 42.4% of gross value added in Germany [3]. This
emphasises the importance of SMEs for the German economy. A survey conducted by the
German Economic Institute in 2023 revealed that German industry is in crisis. Around two
thirds of the companies surveyed stated that high energy, raw material and material costs
are impacting their competitiveness [4]. IW Brief Report 43/2023 reports that energy
prices and supply insecurity seriously impact capital outflows in Germany [5].</p>
      <p>Only ten years ago, energy was not considered a strategic business opportunity in the
corporate context. In its International Energy Outlook 2013 report, the International Energy
Agency (IEA) stated that in most sectors and countries, energy played a subordinate role in
the calculation of competitiveness [6]. However, due to constantly rising costs for energy
sources and their security of supply, the topic of energy management has increasingly
become the focus of companies in recent years [7]. For this reason, energy management can
be attributed a steadily increasing importance, similar to quality and environmental
management. A comparison between large companies and SMEs by Bath et al. shows that large
companies generally perform better than SMEs in various dimensions, including the
management of energy and sustainability issues [8]. Altenburger describes how SMEs often have
less systematic approaches to energy management than large companies due to limited
resources and organisational structures [9]. Due to their limited resources and expertise, they
are often less able to implement comprehensive energy management strategies than large
companies [10]. However, the sustainable orientation of companies is increasingly
becoming a decision criterion for potential orders [10]. For this reason, the authors of this paper
have decided to investigate the relevance of energy management for SMEs in more detail
and to identify the support SMEs need when planning and implementing energy
management initiatives.</p>
      <p>
        The main contributions of this paper are (
        <xref ref-type="bibr" rid="ref1">1</xref>
        ) the results of a survey among SMEs
confirming the relevance of energy management and a lack of knowledge how to implement
EnMS, (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) the results of a systematic literature study structuring the existing work in the
field of energy management for SME, and (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ) the outline of a proposal how to support SME
in energy management.
      </p>
      <p>The paper is structured as follows: Section 2 gives a brief introduction to energy
management and management systems. Section 3 describes the research process. Section 4
contains a survey among SME on the status of energy management. Section 5 present the results
of a systematic literature analysis. Section 6 uses the results of the survey and the literature
analysis to motivate the need for methodical support for implement energy management in
SME.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Energy management and management systems</title>
      <p>Management systems (MS) have been a subject of research for more than three decades and
several approaches exist. Schwaninger [11] describes MS as a “system for the design,
control and development” that implements structures for the organisation of companies.
Those structures influence the behaviour of the employees and organisational units.
Furthermore, the MS is a management tool which can increase a company’s success, e.g.
through an improved ability to respond or the coordination of the several subsystems as
well as the interdependences between them, the employees and the technical instruments
[11]. The International Organization for Standardization (ISO) defines MS as general
activities and their combined effects and thereby as the functioning of a company to reach its
strategic business goals. ISO states that an MS does not have to be documented explicitly,
and the activities can be grouped thematically or according to their goals [12]. An MS
consists of different purposefully-used activities as well as organisational structures adjusted
to the activities. It comprises the structural and procedural organisation which have to be
purposefully organised and harmonised with each other to support the accomplishment of
a company’s strategic business goals. MS have been an element of organisational practice in
many enterprises for establishing systematic quality management [13], environmental
management or information security management [14].</p>
      <p>Systematic management of energy consumption and use in an enterprise is expected to
significantly lower operational expenses by minimizing energy wastage and optimizing
energy usage. In many industrial areas, energy management is considered as critical for
enterprises to reduce costs, enhance sustainability, and comply with regulations. Energy
management involves implementing a MS for monitoring, controlling, and optimising energy use
in an organization. It includes identifying energy-saving opportunities, implementing
efficient practices, and tracking performance to reduce costs and environmental impact. An
EnMS is a framework that integrates policies, procedures, and tools. It involves setting
objectives, measuring consumption, analysing data, and implementing improvements, often
following standards like ISO 50001 [7].</p>
    </sec>
    <sec id="sec-3">
      <title>3. Design science research process</title>
      <p>The main objective of the research presented in this paper is to contribute to a better
understanding of the state of research and the state of practice in energy management of SME
as a foundation for future research in the field. The project follows the paradigm of design
science research (DSR) [15]. DSR is aiming at problem-solving in organisational settings,
focusing on developing valid and reliable knowledge for designing the required solutions.
The envisioned solution, called “artefact” in DSR, in our research, is methodical and
technological support for implementing EnMS in SMEs.</p>
      <p>DSR research projects typically consist of several phases and require the use of different
research methods depending on the DSR phase and intended design solution. The first
phase and focus of this paper is to define the investigated problem and show its relevance
for businesses and research. Relevance for research typically has to include an investigation
of the existing knowledge base, i.e. the state of research, which is the focus of section 4. In
this context, the research method is a systematic literature analysis introduced in section 4
in detail. Relevance for businesses in our research is investigated by performing a survey
among SMEs that collects and analyses information on SMEs’ views on energy management
and their demands. The research questions defined for our work are as follows:
• RQ1.: What relevance does operational energy management have for SMEs?
• RQ2.: What are the reasons for energy management's low or high relevance in SMEs?
• RQ3.: Which topics were the focus of previous research on energy management
systems (EnMS) in the corporate context?
• RQ4.: To what extent do existing literature reviews take the specific features and
needs of SMEs into account when implementing EnMS?
• RQ5.: Is there a need for management systems support in the field of energy
management among SMEs?</p>
      <p>In RQ1, RQ2 and RQ5, we start with the perspective of German SMEs and contrast our
findings with statistics on European level. With the results of the survey and the literature
analysis, we intend to prepare the second and third phases of the DSR project: requirements
definition and initial design of the artefact. For this purpose, we discuss potential
methodical and technological support for EnMS in SME. This part of our work follows an
argumentative-deductive research approach.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Survey on the relevance of energy management for SMEs</title>
      <p>The survey was conducted as part of the overall survey of the Zukunftszentrum
Mecklenburg-Vorpommern + (ZUK-1-0006). The survey focused on identifying future issues and
support needs of SMEs in Mecklenburg-Vorpommern (MV) for the year 2024. By future
topics we mean challenges and development issues that a company considers crucial for its
future success. In this context, the survey provides answers to the question of the relevance
of energy management for SMEs in MV and which factors are decisive. The anonymous
survey of participants was carried out using guided question-based interviews. An external
service provider (Dukath) was contracted to conduct the interviews. Several criteria were
defined for the selection of companies.</p>
      <p>•
•
•</p>
      <p>A total of at least 500 companies should be interviewed.</p>
      <p>Their distribution in terms of size and sector affiliation should correspond to the
ratio of the federal state.</p>
      <p>All administrative districts should be equally represented.</p>
      <p>The 2022 Statistical Yearbook of MV [16] served as the basis for the latter two criteria.
The interview guide was developed in an iterative process and supported by a pre-test to
check the comprehensibility of the items. The aim of the survey is to identify the relevance
of energy management for SMEs. It also asks about the reasons for high or low relevance
and the status of energy data collection. A 4th Likert scale is used to answer the
guidelinebased interviews and is based on [17] and [18]. The pretests of the study took place from
02.11.2023 to 03.11.2023 and were accompanied interdisciplinary by the Work and
Organizational Psychology of the University of Greifswald and the Business Informatics of the
University of Rostock. The interviews were conducted from 06.11.2023 to 20.11.2023.</p>
      <p>A total of 506 SMEs in MV were surveyed. The composition of the sample corresponds to
the distribution in the federal state in terms of sector distribution and enterprise size. The
enterprises were broadly evenly distributed across all districts. The following figures (1 and
2) show the distribution of the sample by sector and enterprise size.</p>
      <p>1-9 (Micro)
10-49 (Small)
50-249 (Medium)
Note: * = Summary of individual sectors: Construction includes building construction (0.8%), civil engineering
(0.8%), other construction and craft enterprises (0.8%); Trade includes retail trade (8.5%) and wholesale trade
(2.2%); Other services includes maintenance and repair of motor vehicles (2.3%), digital economy (1.8%),
education (1.6%), financial and insurance activities (1.8%), other services (10.1%); Other sectors include real estate
(4.2%), transport, storage and warehousing (3.8%), arts, entertainment and recreation (2.0%), information and
communication (1.6%), energy (1.2%), water supply, mining and quarrying (0.4%), food and beverage
manufacturing (0.2%). The sector categorization is based on that of the State Office for Internal Administration [16].
4.1. Relevance of operational energy management for German SMEs (RQ1)
The survey of the relevance of energy management in one's own company was recorded
using a 4. Likert scale and asked of all companies. The respondents' ratings ranged from
"very low relevance" to "very high relevance". It is clear that the greater the size of the
company, the more important energy management becomes for the company. Micro companies
rated the relevance of energy management for their company with a mean value of 2.56,
small companies with a mean value of 2.88 and medium-sized companies with a mean value
of 3.74.</p>
      <p>We analysed the relationship between company size and the assessment of the relevance
of energy management using the Spearman rank correlation coefficient. The calculation of
the coefficient resulted in a correlation of .295 and is significant at a level of 0.01 with an N
of 506.
While the survey gives an average rating of 2.84 for the relevance of EnMS across all
company sizes, there are significant deviations from this average when differentiating between
sectors. Hospitality and tourism (3.18), agriculture, forestry and fishing (3.41) and industry
and manufacturing (3.82) rated the importance of an EnMS significantly higher. In contrast,
scientific and technical services (2.00) and craft trades (2.39) rated the importance of an
EnMS significantly lower.</p>
      <p>Looking at the market for EnMS in Europe, it is clear that this economic sector will
become increasingly important in the coming years. The European market for EnMS is
currently worth around USD 17.14 billion. According to forecasts by [20], this market is
expected to grow to around USD 36.26 billion by 2029. The market for EnMS is growing
rapidly due to increasing demand and numerous applications of smart meters. Energy
management is considered necessary for smarter grids because it is automated and does not require
human interaction. An identical trend is forecast for the smart home market for energy
management products and services, which is expected to grow by more than 50 per cent from
EUR 2.8 billion (2023) to up to EUR 4.6 billion by 2028 [21]. This underlines the increasing
relevance of these MS not only in the corporate context, but also in the private sector.
4.2. Reasons for low or high relevance of energy management in German</p>
      <p>SMEs (RQ2)
In addition to the assessment of the relevance of energy management, we analysed the
reasons for a low or high assessment of relevance. Individuals who had previously selected low
or very low relevance for their organization were then asked about the reasons for their
rating (N = 168).
The most common reasons why respondents rated the relevance of energy management as
low were: an existing low energy consumption (55.36%), subsidized energy costs for
companies (53.57%), excessive time expenditure or personnel costs (30.95%) and lack of
incentives (29.17%). This shows that many companies do not consider the additional effort
and cost of an EnMS to be necessary or justified.</p>
      <p>In contrast, we also analysed the reasons for high relevance. The main reason given by
respondents for their assessment was the motivation to reduce costs for the company
(97.93%). Other drivers identified were the desire to gain a competitive edge (34.02%),
support for security of supply (19.82%) and a desired technological advantage (15.98%).
Planned certification (0.89%) was of particularly low relevance for SMEs.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Conducting a structured literature analysis</title>
      <p>The aim of the literature review is to analyse the current state of research in the field of
EnMS in an operational context. A systematic literature analysis according to Kitchenham
was carried out to identify the necessary knowledge [22]. We chose this approach because
it was developed to identify what content has already been published on a research topic,
compare it with each other and thus identify and analyse potential research gaps. Based on
the Kitchenham approach, we proceeded in six steps. First, we formulated three general
research questions.</p>
      <p>• RQ3: Which topics have been focused on in previous research on energy
management systems in the corporate context?
• RQ4.: To what extent do existing reviews take into account the special features and
needs of SMEs when implementing EnMS?
• RQ5.: Is there a need for management systems support in the field of energy
management among SMEs?</p>
      <p>After formulating several research questions, we conducted a systematic literature
analysis using several search strings and identified relevant literature (see 5.2). In addition to
the formulation of search strings, inclusion criteria were also defined. In a further step, we
identified the relevant data from the selected studies and summarized the results in tabular
form. In the following paragraph we show the development of the search string.</p>
      <sec id="sec-5-1">
        <title>5.1. Development of the search string</title>
        <p>After defining the research questions, we started the systematic literature search with an
initial search on the term "energy management system". The search was focused on
identifying reviews in order to provide an overview of the topic. Synonyms were used for the term
"literature review" so as not to exclude any relevant papers from the search. For the same
reason, the search string has not yet been restricted to the SME sector. In addition to the
search for reviews on energy management, we set up a further search string relating to
SMEs. This separate search was intended to ensure that the special features of SMEs are
taken into account when implementing EnMS. In a further step, we used keywords to specify
the search queries. We used the "Scopus" database to develop the search strings. The
resulting search string was deliberately broad in order to gain a comprehensive insight into the
topic and not unintentionally exclude relevant literature. The search was then extended to
the databases "IEEE-Explore", "AISeL" and "ScienceDirect". The search query was adapted
to the syntax of the databases used. The final search strings of the systematic literature
analysis and the number of hits per database can be found in Table 1.
The analysis was carried out between February and June 2024. Using this systematic
approach, a total of 50 hits were identified for the first search string and 48 for the second
search string after comparing duplicates.</p>
      </sec>
      <sec id="sec-5-2">
        <title>5.2. Selection procedure &amp; inclusion criteria</title>
        <p>The following section explains the selection process of the articles as well as the inclusion
criteria that were used during and after the development of the search terms. In order to
structure the literature selection process and make the literature comparable, inclusion
criteria were defined as part of this work, which a paper should contain in order to be
considered relevant.</p>
        <p>The criteria can basically be divided into two overarching categories - the content and
qualitative relevance of the literature review. In terms of content, the search for literature
reviews should focus on EnMS (criterion 1) and consider the operational context (criterion
2). During the search process, we repeatedly came across works that focused on smart home
applications or energy management in the sense of human health practices. However, the
aim of this research is to collect information that supports organizations in the
implementation and operation of an EnMS. Therefore, we have decided to exclude work that goes
beyond the corporate context. In terms of quality, only literature reviews that cover current
developments and trends in the field of EnMS should be considered. For this reason, we
limited the search to the last ten years. In addition, only literature reviews that disclosed a
clear method for selecting and analysing the included studies were included in order to
ensure the transparency and comprehensibility of the work (criterion 3). While the selection
of literature could already be limited to the last ten years by searching the databases, the
remaining criteria were considered manually.</p>
        <p>Identification of studies via databases and registers
a
c
i
f
i
Itedn iton
g
n
i
n
e
e
r
c
S
d
e
d
u
l
c
n
I</p>
        <p>Records identified from:
Scopus: 40 | 30
IEEE-Xplore: 11 | 2
ScienceDirect: 9 | 10
Aisel: 2 | 9
The literature analysed was selected in several steps. After the literature found was selected
according to its relevance by title, the papers were reviewed and the relevance of the papers
was revaluated. The inclusion criteria described above were then applied to the remaining
publications. The procedure for identifying suitable literature can be seen in the diagram in
Figure 6. The identification of the review literature is mapped first and the SME-specific
search second (S1 | S2).</p>
      </sec>
      <sec id="sec-5-3">
        <title>5.3. Results of the literature analysis (RQ3 and RQ5)</title>
        <p>
          As part of the literature analysis, it became clear that the focus of previous overview
literature (S1) on EnMS has a very technical background. In recent years, research has focused
intensively on the optimisation of EnMS (13) and microgrids (
          <xref ref-type="bibr" rid="ref8">8</xref>
          ). Numerous studies have
analysed the advantages and challenges of these systems. Extensive research on building
energy management systems (BEMS) (
          <xref ref-type="bibr" rid="ref7">7</xref>
          ), demand side management (DSM) (
          <xref ref-type="bibr" rid="ref7">7</xref>
          ) and the use
of algorithms to reduce costs or create forecasts (
          <xref ref-type="bibr" rid="ref9">9</xref>
          ) has been identified. Other approaches
focus on the use of decentralised systems (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ), the integration of digital technologies (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ) or
deal with regulatory framework conditions (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ). Recent literature has also discussed the use
of AI solutions (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ) and, increasingly, the use of renewable energies (
          <xref ref-type="bibr" rid="ref4">4</xref>
          ) and energy storage
systems (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ). Despite significant progress in research into EnMS, the SME sector remains
largely unexplored. The topic of EnMS in the SME sector is indirectly addressed in only two
literature reviews [24; 25], but does not represent a focus of the work. However, neither
Alonso et al. [24] nor Chang et al. [25] address the special features of the implementation of
energy management initiatives, which points to an existing research gap. In the other
reviews, the topic of SMEs is not pursued further.
        </p>
        <p>However, a high relevance of MSs was identified as part of the analysis. In their study,
Chang et al. emphasise the need to use a MS to control and monitor energy consumption
and identify waste. They do not limit themselves to a specific area of application, but
describe that this applies to both industrial standards and households [25]. In their work,
Santolamazza et al. propose IT-supported solutions that support the decision-making process
of energy managers and utilise the potential of Industry 4.0 approaches in the process [26].
In their study, Muqeet et al. look at very extensive campus microgrids that would not be
controllable without IT-supported MS. They suggest further optimising MSs with modern
approaches such as blockchain, artificial intelligence or machine learning [27]. The reviews
primarily pursue management-based approaches to optimising energy processes. For
example, Ali et al. address the use of a power flow MS to control various energy generators in
order to optimally utilise their yields [28]. Raya-Armenta et al. discuss a load MS as a
subsystem of an EnMS and emphasise the need for IT support to enable economic benefits [29].
Hannan et al. describe a data MS in which sensors, sub-meters and smart meters are used
to evaluate building performance [30].</p>
        <p>U
x</p>
        <p>x
x
x
x x
x
x
x
x
x
(x)
(x)
e
c
n
e
r
e
f
e
r
E</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>6. Conclusion: Special features and needs of SMEs when implementing</title>
    </sec>
    <sec id="sec-7">
      <title>EnMS</title>
      <p>Compiling basic information on the company's energy consumption is an appropriate
starting point for the implementation of EnMS. Most SMEs lack a data collection. The initial
investment in metering equipment can be a significant hurdle. This is a serious challenge for
SMEs and makes it difficult to identify opportunities for energy savings. They rarely have
sufficient expertise [43], personnel capacities or financial resources [43; 44]. The three
most serious obstacles to the implementation of energy management initiatives describe
the lack of time, the prioritisation of activities considered to be more important and a lean
organisation [43]. Further obstacles and the resulting requirements for the successful
implementation of energy management in SMEs have been sufficiently discussed in the
literature. An overview of minimum requirements is summarised based on Schulze et a. [45]:
•
•
•
•
•
•
•</p>
      <p>Development of a long-term strategic plan and relevant procedures
Establishment of a management team and allocation of roles and responsibilities
Identification of company-specific key figures
Identification of the current status through energy audits and regular data collection,
monitoring and reporting
Planning and implementation of specific energy projects
Active involvement of employees through information, motivation and training
Ensuring the support of top management for energy management activities.</p>
      <p>With the introduction of the ISO 50001 standard, companies were provided with an
internationally valid standard that is intended to support the introduction of EnMS and the
fulfilment of these requirements [46]. It applies to both small craft businesses and large
companies. However, this standard has some shortcomings and weaknesses in practical
application; this particularly affects SMEs due to their limited management capacities. For
small companies, an EnMS is often an oversized starting point for an initial examination of
the problem [44]. Software systems on the market for operational energy management also
show that the systems are designed to meet as many general requirements as possible [46],
but do not take into account the special features of SMEs. Rajic et al. have shown that such
system approaches can only be implemented inadequately [47] and that suitable
management support for the special challenges of SMEs is necessary.</p>
      <p>In our work, we used the DSR process to address several research questions. Using an
extensive survey conducted among SMEs in MV, we demonstrated the relevance of the topic
of energy management in the corporate context. The survey included the results of 506
participants from MV. An extension of the survey to Germany or the European area should be
part of future research. With regard to the relevance of energy management in Europe, we
presented current market trends and forecasts for the energy management market, which
predict a doubling of the market volume by 2028 (reference year 2024). Another part of the
survey was the identification of reasons for a low or high assessment of the relevance of
energy management. It emerged that targeted cost savings and competitive advantages are
the main drivers for a high rating. In the subsequent literature analyses, reviews were
searched for in order to identify the current state of research and to identify the specific
characteristics and needs of SMEs in the implementation of EnMS. It was found that existing
reviews had a strong technical orientation in their research approach and did not address
the specifics of SMEs. The second literature analysis revealed that the introduction of EnMS
in SMEs depends on various economic, organisational and personnel factors. Of particular
importance is the availability of financial, human and material resources, as well as the
provision of system-relevant information. We identified several requirements that SMEs must
fulfil in order to successfully implement an EnMS. As an aid for the successful introduction
of such a system, ISO 50001 provides SMEs with initial approaches and represents an
elementary framework that can serve as a guide for companies. However, the standard is
formulated in very general terms and must be interpreted specifically for each company. In the
course of our investigation, we came to the conclusion that SMEs require an IT-supported
MS for the introduction of EnMS that takes into account the special features of SMEs and
optimally supports the companies.
[11] M., Schwaninger, Managementsysteme, (1994).
[12] H., Kohl, others, Standards for management systems. Springer: Switzerland, 10:978‐3.</p>
      <p>
        (2020).
[13] L.M.C.M., Da Fonseca, J.P., Domingues, P.B., Machado, D., Harder, ISO 9001: 2015
adoption: A multi-country empirical research. Journal of Industrial Engineering and
Management (JIEM), 12(
        <xref ref-type="bibr" rid="ref1">1</xref>
        ):27–50, (2019).
[14] A., Ključnikov, L., Mura, D., Sklenár, Information security management in SMEs: factors
of success. Entrepreneurship and Sustainability Issues, 6(
        <xref ref-type="bibr" rid="ref4">4</xref>
        ):2081. (2019).
[15] A.R., Hevner, S.T., March, J., Park, S., Ram, Design science in information systems
research. MIS quarterly:75–105, (2004).
[16] Statistisches Amt Mecklenburg-Vorpommern (2023): Statistisches Taschenbuch 2023
      </p>
      <p>
        Mecklenburg-Vorpommern.
[17] Umweltbundesamt (2024): Umwelt- und Energiemanagementsysteme:
Eco-Management and Audit Scheme (EMAS). Umweltbundesamt.
https://www.umweltbundesamt.de/daten/umwelt-wirtschaft/umwelt-energiemanagementsysteme#ecomanagement-and-audit-scheme-emas.
[18] N., Deutsch, J., Neuhaus, K., Iselborn, J., Arnold, C., Däbritz, F., Knaup, M., Berning, P.,
Poferl, N., Harfst, Studie zur Wirkung von Energiemanagementsystemen. Bundesstelle
für Energieeffizienz (BfEE) beim Bundesamt für Wirtschaft und Ausfuhrkontrolle
(BAFA), (2022).
[19] European Commission (2003): Commission Recommendation of 6 May 2003
concerning the definition of micro, small and medium-sized enterprises. Official Journal of the
European Union.
[20] Mordor Intelligence (2022): Europe energy management systems (EMS) market
(2023-2028).
https://www.mordorintelligence.com/de/industry-reports/europe-energy-management-systems-market-industry. Abgerufen am 06.07.2024.
[21] Statista (2024): Energy Management - Europa. (n.d.).
https://de.statista.com/outlook/dmo/smart-home/energy-management/europa. Abgerufen am 05.07.2024.
[22] Kitchenham, B, Pretorius, R, Budgen, D, Pearl Brereton, O, Turner, M, Niazi, M, Linkman,
S (2010): Systematic literature reviews in software engineering – A tertiary study.
Information and Software Technology, 52(
        <xref ref-type="bibr" rid="ref8">8</xref>
        ):792–805.
[23] M.J., Page, J.E., McKenzie, P.M., Bossuyt, I., Boutron, T.C., Hoffmann, C.D.,Mulrow, L.,
Shamseer, J.M., Tetzlaff, E.A., Akl, S.E., Brennan, R., Chou, J., Glanville, J.M., Grimshaw, A.,
Hróbjartsson, M.M., Lalu, T., Li, E.W., Loder, E., Mayo-Wilson, S., McDonald, L.A.,
McGuinness, L.A., Stewart, J., Thomas, A.C., Tricco, V.A., Welch, P., Whiting, D., Moher, The
PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ
(Clinical research ed.), 372:n71. (2021).
[24] À., Alonso, J., de la Hoz, H., Martín, S., Coronas, J., Matas, Individual vs. Community:
Economic assessment of energy management systems under different regulatory
frameworks. Energies, 14(
        <xref ref-type="bibr" rid="ref3">3</xref>
        ). (2021).
[25] C.-W., Chang, W.-H., Hung, E.Y., Li, P., Ractham, B., Yen, Key factors of adopting energy
management systems in building sector in Taiwan. Proceedings of the International
Conference on Electronic Business (ICEB), 22. (2022).
[40] K.H., Shrinidhi Prasad, D., Shalini, Development of an energy management system for
tertiary care hospital, with special emphasis on lighting. Indian Journal of Public Health
Research and Development, 10(11):2334–2339, (2019).
[41] J., Sievers, T., Blank, A Systematic Literature Review on Data-Driven Residential and
      </p>
      <p>
        Industrial Energy Management Systems. Energies, 16(
        <xref ref-type="bibr" rid="ref4">4</xref>
        ). (2023).
[42] M.F., Zia, E., Elbouchikhi, M., Benbouzid, Microgrids energy management systems: A
critical review on methods, solutions, and prospects. Applied Energy, 222:1033–1055,
(2018).
[43] N., Jalo, I., Johansson, M., Andrei, T., Nehler, P., Thollander, Barriers to and drivers of
energy management in swedish smes. Energies, 14(21). (2021).
[44] C., Lang, J., Marx Gómez, V., Wohlgemuth, IT-gestütztes Ressourcen- und
Energiemanagement. Konferenzband zu den 5. BUIS-Tagen. 1. Auflage. Springer Berlin
Heidelberg; Imprint: Springer Vieweg, Berlin Heidelberg, (2013).
[45] M., Schulze, H., Nehler, M., Ottosson, P., Thollander, Energy management in industry – a
systematic review of previous findings and an integrative conceptual framework.
Journal of Cleaner Production, 112:3692–3708, (2016).
[46] H., Junker, C., Domann, Towards industry 4.0 in corporate energy management. WIT
      </p>
      <p>
        Transactions on Ecology and the Environment, 214:49–56, (2017).
[47] M.N., Rajić, R.M., Maksimović, P., Milosavljević, D., Pavlović, Energy management system
application for sustainable development in wood industry enterprises. Sustainability
(Switzerland), 12(
        <xref ref-type="bibr" rid="ref1">1</xref>
        ):1–16, (2020).
      </p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>Y.</given-names>
            ,
            <surname>Dashora</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.W.</given-names>
            ,
            <surname>Barnes</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.S.</given-names>
            ,
            <surname>Pillai</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            ,
            <surname>Combs</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Hilliard</surname>
          </string-name>
          ,
          <article-title>Optimized energy management for large organizations utilizing an on-site PHEV fleet, storage devices and renewable electricity generation</article-title>
          .
          <source>Energy Systems</source>
          ,
          <volume>3</volume>
          :
          <fpage>133</fpage>
          -
          <lpage>151</lpage>
          , (
          <year>2012</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <surname>European</surname>
            <given-names>Commission:</given-names>
          </string-name>
          (
          <year>2020</year>
          )
          <article-title>: European Innovation Scoreboard. Publications Office of the European Union</article-title>
          , Luxemburg,
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>Statistisches</given-names>
            <surname>Bundesamt (Destatis)</surname>
          </string-name>
          (
          <year>2022</year>
          ):
          <article-title>Kleine und mittlere Unternehmen</article-title>
          . https://www.destatis.de/DE/Themen/Branchen-Unternehmen/Unternehmen/Kleine-Unternehmen-Mittlere-Unternehmen/Tabellen/wirtschaftsabschnitteinsgesamt.html?view=main[Print].
          <source>Abgerufen am 25.06</source>
          .
          <year>2024</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <surname>Bundesverband der Deutschen</surname>
            <given-names>Industrie e.V. (BDI</given-names>
          </string-name>
          ) (
          <year>2023</year>
          )
          <article-title>: Quartalsbericht Deutschland IV-2023</article-title>
          .
          <article-title>Deutschlands Konjunkturmotor springt nicht an | Erholung lässt weiter auf sich warten</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <surname>Institut der deutschen Wirtschaft</surname>
          </string-name>
          (
          <year>2023</year>
          ): IW-Kurzbericht 43/
          <year>2023</year>
          . Deindustrialisierung - Eine
          <source>Analyse auf Basis von Direktinvestitionen.</source>
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>International</given-names>
            <surname>Energy Agency</surname>
          </string-name>
          (
          <year>2013</year>
          ): World Energy Outlook
          <year>2013</year>
          . OECD Publishing, Paris.
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>Verein</given-names>
            <surname>Deutscher</surname>
          </string-name>
          <string-name>
            <surname>Ingenieure e.V.</surname>
          </string-name>
          (
          <year>April 2018</year>
          )
          <article-title>: Energiemanagement</article-title>
          . Grundlagen,
          <volume>01</volume>
          .
          <fpage>040</fpage>
          .27,
          <issue>01</issue>
          .04091,
          <issue>21</issue>
          .010,
          <issue>91</issue>
          .
          <fpage>140</fpage>
          .
          <volume>99</volume>
          (
          <issue>4602</issue>
          :
          <fpage>2018</fpage>
          -
          <lpage>04</lpage>
          ).
          <source>Abgerufen am 26.07</source>
          .
          <year>2021</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <given-names>J.</given-names>
            ,
            <surname>Bath</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            ,
            <surname>Rieger</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            ,
            <surname>Kolodziej</surname>
          </string-name>
          ,
          <article-title>Herausforderungen hybrider Arbeitsmodelle in KMU im Vergleich zu Großunternehmen</article-title>
          .
          <source>Zeitschrift für Arbeitswissenschaft</source>
          ,
          <volume>77</volume>
          (
          <issue>4</issue>
          ):
          <fpage>593</fpage>
          -
          <lpage>608</lpage>
          , (
          <year>2023</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <surname>R.</surname>
          </string-name>
          , Altenburger, CSR und Innovationsmanagement.
          <source>Gesellschaftliche Verantwortung als Innovationstreiber und Wettbewerbsvorteil</source>
          . Springer Gabler, Berlin, Heidelberg. (
          <year>2013</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <surname>P.</surname>
          </string-name>
          , Moock, SDGs im Mittelstand.
          <article-title>Nachhaltigkeit in Unternehmen ganzheitlich umsetzen</article-title>
          . Springer Gabler, Berlin, Heidelberg. (
          <year>2024</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [26]
          <string-name>
            <given-names>A.</given-names>
            ,
            <surname>Santolamazza</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            ,
            <surname>Introna</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V.</given-names>
            ,
            <surname>Cesarotti</surname>
          </string-name>
          ,
          <article-title>Towards an energy management system transformation in an industrial plant through industry 4.0 technologies</article-title>
          .
          <source>Proceedings of the Summer School Francesco Turco</source>
          ,
          <volume>1</volume>
          . (
          <year>2019</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          [27]
          <string-name>
            <given-names>H.A.</given-names>
            ,
            <surname>Muqeet</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            ,
            <surname>Javed</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.N.</given-names>
            ,
            <surname>Akhter</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Shahzad</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.M.</given-names>
            ,
            <surname>Munir</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.U.</given-names>
            ,
            <surname>Nadeem</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            ,
            <surname>Bukhari</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Huba</surname>
          </string-name>
          ,
          <article-title>Sustainable Solutions for Advanced Energy Management System of Campus Microgrids: Model Opportunities and Future Challenges</article-title>
          . Sensors,
          <volume>22</volume>
          (
          <issue>6</issue>
          ). (
          <year>2022</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [28]
          <string-name>
            <given-names>S.</given-names>
            ,
            <surname>Ali</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Z.</given-names>
            ,
            <surname>Zheng</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Aillerie</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.-P.</given-names>
            ,
            <surname>Sawicki</surname>
          </string-name>
          , M.-
          <string-name>
            <given-names>C.</given-names>
            ,
            <surname>Péra</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            ,
            <surname>Hissel</surname>
          </string-name>
          ,
          <article-title>A review of dc microgrid energy management systems dedicated to residential applications</article-title>
          .
          <source>Energies</source>
          ,
          <volume>14</volume>
          (
          <issue>14</issue>
          ). (
          <year>2021</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          [29]
          <string-name>
            <given-names>J.M.</given-names>
            ,
            <surname>Raya-Armenta</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            ,
            <surname>Bazmohammadi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.G.</given-names>
            ,
            <surname>Avina-Cervantes</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            ,
            <surname>Sáez</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.C.</given-names>
            ,
            <surname>Vasquez</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.M.</given-names>
            ,
            <surname>Guerrero</surname>
          </string-name>
          ,
          <article-title>Energy management system optimization in islanded microgrids: An overview and future trends</article-title>
          .
          <source>Renewable and Sustainable Energy Reviews</source>
          ,
          <volume>149</volume>
          . (
          <year>2021</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          [30]
          <string-name>
            <given-names>M.A.</given-names>
            ,
            <surname>Hannan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Faisal</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.J.</given-names>
            ,
            <surname>Ker</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.H.</given-names>
            ,
            <surname>Mun</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            ,
            <surname>Parvin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.M.I.</given-names>
            ,
            <surname>Mahlia</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            ,
            <surname>Blaabjerg</surname>
          </string-name>
          ,
          <source>A Review of Internet of Energy Based Building Energy Management Systems: Issues and Recommendations. IEEE Access</source>
          ,
          <volume>6</volume>
          :
          <fpage>38997</fpage>
          -
          <lpage>39014</lpage>
          . (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          [31]
          <string-name>
            <given-names>H.</given-names>
            ,
            <surname>Abdi</surname>
          </string-name>
          ,
          <string-name>
            <surname>A Brief</surname>
          </string-name>
          <article-title>Review of Microgrid Surveys, by Focusing on Energy Management System</article-title>
          .
          <source>Sustainability (Switzerland)</source>
          ,
          <volume>15</volume>
          (
          <issue>1</issue>
          ). (
          <year>2023</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          [32]
          <string-name>
            <given-names>K.</given-names>
            ,
            <surname>Beihmanis</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Rosa</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            ,
            <surname>Valtere</surname>
          </string-name>
          ,
          <article-title>Energy Management System Implementation in Latvian Municipalities: From Theory to Practice</article-title>
          .
          <source>Energy Procedia</source>
          ,
          <volume>95</volume>
          .
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          [33]
          <string-name>
            <given-names>L.A.</given-names>
            ,
            <surname>Hurtado</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.H.</given-names>
            ,
            <surname>Nguyen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>W.L.</given-names>
            ,
            <surname>Kling</surname>
          </string-name>
          ,
          <string-name>
            <surname>W.</surname>
          </string-name>
          , Zeiler,
          <article-title>Building energy management systems - Optimization of comfort and energy use</article-title>
          .
          <source>Proceedings of the Universities Power Engineering Conference</source>
          . (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          [34]
          <string-name>
            <given-names>O.</given-names>
            ,
            <surname>Kimura</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            ,
            <surname>Noda</surname>
          </string-name>
          ,
          <article-title>Does regulation of energy management systems work? A case study of the energy conservation law in Japan</article-title>
          .
          <source>Eceee Industrial Summer Study Proceedings</source>
          ,
          <volume>2</volume>
          . (
          <year>2014</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          [35]
          <string-name>
            <given-names>N.</given-names>
            ,
            <surname>Loganathan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.S.</given-names>
            ,
            <surname>Mayurappriyan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            ,
            <surname>Lakshmi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.A.</given-names>
            ,
            <surname>Abdul Karim</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            ,
            <surname>Zainuddin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            ,
            <surname>Sa</surname>
          </string-name>
          'ad,
          <string-name>
            <surname>M.H.</surname>
          </string-name>
          ,
          <article-title>Yusof, Smart energy management systems: A literature review</article-title>
          .
          <source>MATEC Web of Conferences</source>
          ,
          <volume>225</volume>
          . (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          [36]
          <string-name>
            <given-names>D.</given-names>
            ,
            <surname>Mariano-Hernández</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            ,
            <surname>Hernández-Callejo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            ,
            <surname>Zorita-Lamadrid</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O.</given-names>
            ,
            <surname>Duque-Pérez</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.S.</given-names>
            ,
            <surname>García</surname>
          </string-name>
          ,
          <article-title>A review of strategies for building energy management system: Model predictive control, demand side management, optimization, and fault detect &amp; diagnosis</article-title>
          .
          <source>Journal of Building Engineering</source>
          ,
          <volume>33</volume>
          :
          <fpage>101692</fpage>
          . (
          <year>2021</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          [37]
          <string-name>
            <given-names>L.</given-names>
            ,
            <surname>Meng</surname>
          </string-name>
          ,
          <string-name>
            <given-names>E.R.</given-names>
            ,
            <surname>Sanseverino</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            ,
            <surname>Luna</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            ,
            <surname>Dragicevic</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.C.</given-names>
            ,
            <surname>Vasquez</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.M.</given-names>
            ,
            <surname>Guerrero</surname>
          </string-name>
          ,
          <article-title>Microgrid supervisory controllers and energy management systems: A literature review</article-title>
          .
          <source>Renewable and Sustainable Energy Reviews</source>
          ,
          <volume>60</volume>
          :
          <fpage>1263</fpage>
          -
          <lpage>1273</lpage>
          . (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          [38]
          <string-name>
            <given-names>H.A.</given-names>
            ,
            <surname>Muqeet</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.M.</given-names>
            ,
            <surname>Munir</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            ,
            <surname>Javed</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Shahzad</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Jamil</surname>
          </string-name>
          ,
          <string-name>
            <given-names>J.M.</given-names>
            ,
            <surname>Guerrero</surname>
          </string-name>
          ,
          <article-title>An energy management system of campus microgrids: State-of-the-art and future challenges</article-title>
          .
          <source>Energies</source>
          ,
          <volume>14</volume>
          (
          <issue>20</issue>
          ). (
          <year>2021</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          [39]
          <string-name>
            <given-names>A.A.</given-names>
            ,
            <surname>Naqbi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.S.</given-names>
            ,
            <surname>Alyieliely</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.A.</given-names>
            ,
            <surname>Talib</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Q.</given-names>
            ,
            <surname>Nasir</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Bettayeb</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            ,
            <surname>Ghenai</surname>
          </string-name>
          ,
          <source>Energy Reduction in Building Energy Management Systems Using the Internet of Things: Systematic Literature Review</source>
          .
          <source>2021 International Symposium on Networks, Computers and Communications</source>
          ,
          <string-name>
            <surname>ISNCC</surname>
          </string-name>
          <year>2021</year>
          .
          <article-title>(</article-title>
          <year>2021</year>
          ).
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>