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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Demand-driven Collaboration in the Aerospace Industry 4.0: Application of Subject-oriented Process Management</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Nikolay Kazantsev</string-name>
          <email>nikolai.kazantsev@postgrad.manchester.ac.uk</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Irena Bogomolova</string-name>
          <email>irenabogomolova@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Alexander Radyukin</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Elina Sukhanova</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>National Research University "Higher School of Economics" NRU HSE</institution>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of Manchester</institution>
          ,
          <country country="UK">United Kingdom</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>From the early 2000's Original Equipment Manufacturers (OEM's) pursue activities to reduce resources spent on collaboration with their component suppliers. For transfer of long-term strategies in their operational workflows companies use cross-organizational business process management. In this paper, we design top-level networks for demand-driven collaboration between aerospace OEM's and SME's. For this regard, we apply a Subject-oriented Process management methodology to draft interaction models between these actors. These results support Industry 4.0 research in the area of demand-driven collaboration, short-term partnerships and flexible work automation.</p>
      </abstract>
      <kwd-group>
        <kwd>S-BPM</kwd>
        <kwd>Aerospace industry</kwd>
        <kwd>Industry 4</kwd>
        <kwd>0</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Active participation of the entire workforce across the organizational hierarchy cf.
Kaizen refers to enable collaboration activities that continuously improve all functions and
involve all employees from the CEO to the assembly line workers. In accordance to
this concept, Subject-oriented Business Process Management (S-BPM) [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ] gives
for every employee five symbols to model any process that later transforms into
executable form of inter-organisational setting. In this paper, we apply such vision for
suppliers of large-scale manufacturers (OEM’s) in the aerospace industry. We believe the
application of S-BPM methodology to the described business case initiates supplier
discussions, increases their engagement in process optimisation work and results in
more acceptable process models. Moreover, this methodology allows business users
quickly adjust their standard model depending on the new collaboration and their
feedback from the previous one. This made us think that S-BPM is more suitable than other
approaches with respect to formation and with respect to modelling processes for the
current case. During series of workshops, we encouraged suppliers to come up with
ideas – however small – that could improve his/her business activity in desirable value
chains, job environment or any intra-organisational process for that matter.
      </p>
    </sec>
    <sec id="sec-2">
      <title>Goals &amp; Objectives</title>
      <p>The main goal of this paper is to model cross-organisational demand-driven
collaboration processes between aerospace manufacturer and their multi-tier suppliers to deliver
the requested order. To achieve this aim, we analyse the aerospace industry where the
large-scale manufacturer deals with supplier relationship uncertainty and coordination
challenges and model processes using S-BPM notation in Metasonic. The paper is
developed as follows: Section 3 overviews the main notions, the aerospace business case
is described in Section 4, S-BPM models are presented in Section 5.
3</p>
    </sec>
    <sec id="sec-3">
      <title>Key Concepts</title>
      <p>
        Original Equipment Manufacturer (OEM) is a company that procures components from
suppliers, assembles the branded product and sells it to end-customers. Suppliers to
OEM constitute multi-tier networks, where the proximity to OEM increases the
delivery importance and the amount of shared risk. However, maintaining networks of
suppliers represents a certain difficulty, mainly due to direct collaboration costs that
become a burden for manufacturers [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. Moreover, some of suppliers are too small and
should not have a direct supply relationship to OEM without creating a joint entity.
Since OEM, much intends to reduce increased costs on collaboration, and asks its
suppliers to share risks – that is yet hardly possible without ensuring accepted common
goals, collaboration rules and established infrastructure for production process
monitoring. Risk-Sharing Partners (RSP) – or trusted tier-1 suppliers - keep responsibility of
the integrated product units and deliver it to the OEM for the final assembly. Such
companies form a multitier production team, which could consist of available suppliers
with surplus capacities from various supply chains. They may even include competitors
[
        <xref ref-type="bibr" rid="ref13 ref14">13, 14</xref>
        ] protected by intellectual property and data protection policies.
      </p>
      <p>
        Industry 4.0 provides infrastructure for creating a “digital twin” of the supply chain
via progress monitoring of participating suppliers shop floors real-time. The potential
form of supplier collaboration to support such context is demand-driven collaboration.
It transforms “…conventional supplier -buyer relationships into collaborative
partnerships within a network, facilitating joint product design and deployment of integrated
logistics” [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. In this regard, suppliers can exploit existing business opportunities in
various industries, utilise their excess capacities, thus increasing product availability
and reduce costs ([
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ], [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]). Such collaboration must not lead to creation of a new
legal entity; instead, the participating companies are forming virtual enterprises [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
      <p>
        This concept of virtual enterprises as joint efforts responding to business
opportunities has been around for a while. However, the recent technological shifts created a shift
in its development. For instance, potential complete automation of the supply
management via of cyber-physical systems, advances in communication technologies between
various autonomous and geographically separated enterprises - now allows creation of
virtual enterprises instantly, to react on the appeared business opportunity immediately
[
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. Additionally, cyber-physical systems facilitate production of by
decentralisation of governance and automated quality control [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. The Industry 4.0 provides these
opportunities to formalise demand-driven collaboration via instantly created and
shortterm existing business entities instantly virtual enterprises [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
4
      </p>
    </sec>
    <sec id="sec-4">
      <title>Business Case</title>
      <p>For our case we have selected a Multinational Aerospace Corporation (we refer to it as
an OEM), that relies more and more on suppliers for delivering innovations. That is
why the corporation implements several initiatives to better utilise the innovation
potential of related SME’s, especially considering management of delivery ramp-up in
time and establishment of new aircraft programmes. The second participant is an
Association of Aerospace SME’s (AAS), representing a wide spectrum of suppliers and
maintenance companies to aviation and space oriented service companies and mainly
supplying OEM. The Association plans to expand its portfolio worldwide, to manage
changes in supply chains and to collaborate with new partners for complex products
and services in an easy way. Both OEM and AAS are interested in the emerging
Industry 4.0 concept and keen to explore its benefits, opportunities and current barriers that
impede is application.</p>
      <p>
        In general, OEM and AAS pursue two kinds of cooperation:
• “virtual” Cooperation: ad-hoc demand-driven collaborations in form of virtual
enterprise
• “non-virtual” Cooperation: collaboration in an established legal entity
The application of S-BPM methodology results in more acceptable process models and
allows business users quickly adjust their standard model depending on the new
collaboration. During modelling, we concentrate on a virtual Cooperation because it
characterises the short-term collaborative nature of Industry 4.0 production networks, that
corresponds to works [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ], [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] and [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. In such settings, every supplier may create
a virtual consortium for fulfilling the requested task. After collaboration, the network
dissipates, and all partners continue working with their traditional markets. One
company has to take over the leadership for the consortium and act as the point of contact
for customers and suppliers of the consortium during the project.
      </p>
      <p>A non-virtual cooperation can be a result of a virtual cooperation, when partners
build a real institution or legal company for a longer time. All partners hold shares in
this entity and it can act autonomously from the shareholders.
5</p>
    </sec>
    <sec id="sec-5">
      <title>Results</title>
      <p>If OEM starts a call for tender for a new aircraft, normally the tier-1 supplier
(RiskSharing Partner) gets an order. Potentially, not having enough production capacity (or
missing some tender capabilities), the tier-1 supplier is searching for tier-2 suppliers
which potentially may develop the required system components. Aspects for
collaboration between tier-1 and multi-tier suppliers intersect with the aspects of trust,
information privacy and risk acceptance in business activities, common interfaces and data
transformation. To model communication within the production process we generalize
the high-level process model to the extent that each supplier’s own structure matches
it.</p>
      <p>Due to the complexity of the process, the entire model divides into three layers of
abstraction: strategic, tactical and operational:
1. The high-level collaboration within all supply chain members:
a. The Subject Interaction Model of actors:
(1) Customer
(2) OEM
(3) Suppliers through Collaboration Node
b. The Internal Behaviour Models of:
(1) OEM
(2) Collaboration Node (automated)
(3) Virtual Supplier
2. The process of supplier’s selection;
a. The Subject Interaction model of Virtual supplier
b. The internal behaviour of:
(1) Group of analysts
(2) Engineering Group
(3) Internal System subject (automated)
(4) Collaboration Node (automated)
3. Demand-driven virtual supplier formation
a. The subject interaction model of forming a virtual supplier
b. The internal behaviour of the Collaboration Node subject (Information System)
For these process models we define goals, boundaries and expected results, all subjects
(actors), formalise the messages that subjects send/receive and specialise subject’s
behaviour.
5.1</p>
      <sec id="sec-5-1">
        <title>The High-Level Collaboration Model</title>
        <p>In the current business case the value chain incorporates virtual enterprises that allow
flexible decoupling of suppliers and small to medium enterprises (SME’s) to assemble
the aircraft for the Customer. These participating actors (i.e. subjects) are:</p>
        <p>The Customer – any Airline
4. Original Equipment Manufacturer (OEM) – an aircraft manufacturer that
assembles all delivered components and customises aircraft under its own brand
5. Collaboration Node (COLN) – a data collection and processing system, which
registers suppliers, facilitates and traces actions during collaboration of multi-tier
suppliers.
6. All Suppliers (multi-subject) – all suppliers who can participate in the OEM tender
7. Virtual Supplier (multi-subject) – created virtual enterprise for a particular tender</p>
        <p>The next step is to identify messages between subjects, Fehler! Verweisquelle
konnte nicht gefunden werden..</p>
        <p>On the Subject Interaction Model (Fig. 1) OEM and the Airline (Customer) exchange
and confirm tender requirements. OEM uploads this in the document form to COLN,
thus decomposing this tender into smaller business opportunities visible for all
suppliers, ranging potential suppliers based on their capabilities and earlier references,
sending invitations to take part in the tender and providing the procedure to create a Virtual
Supplier.</p>
        <p>The Collaboration Node tracks the production: collects production delivery statuses,
coordinates the actions of suppliers and summarises results in real-time reports. This
subject also checks compliance between supplier’s deliverables and customer
requirements, which differ for each project / part of the project, absorbing data from supplier’s
cyber-physical systems (or conventional information systems).</p>
        <p>Finally, the Virtual Supplier transfers the delivered components to OEM, that
assembles them into the aircraft (existing procedure differences between
Supplier-Furnished (SFE) and Customer-Furnished Equipment (CFE) are skipped in this model),
and further delivers the aircraft to the Customer Airline. Fehler! Verweisquelle konnte
nicht gefunden werden. shows OEM subject behaviour. OEM confirms bidding
results, and consolidates the product delivery with the Customer.</p>
      </sec>
      <sec id="sec-5-2">
        <title>The process of selecting suppliers for the virtual enterprise</title>
        <p>In the current business case, the Risk-Sharing Partner applies for the tender from OEM,
initiate demand-driven partnership and holds legal risks. The participating subjects in
this process are:
1. The Group of Analysts (referring to OEM) – a sub-group of analysts who collect
requirements and prepare documentation for the tender, as well as consult the
suppliers, if necessary;
2. The Engineering Group (referring to OEM) – a sub-group inside OEM who
designs a model for tenders with suppliers;
3. The Internal System (referring to OEM) – a corporate IS [internal system] used for
data consolidation;
4. Collaboration Node (COLN) – a data collection and processing system in which
registers suppliers and OEM’s facilitate all activities;
5. All suppliers (multi-subject) – all suppliers can participate in the tender. This entity
aggregates all available suppliers;</p>
        <p>Figure 5 show messages exchanged between suppliers.
The Group of analysts prepares requirements and passes them for consolidation to the
Engineering group. The Engineering group prepares top-level models to launch the
tender, selects suppliers and performs preparatory work for tender execution by
suppliers. Further, suppliers exchange messages through the Collaboration Node with each
other and with OEM, that can receive them either directly or through their own Internal
IS.</p>
        <p>The Collaboration Node organizes tender information, classifies suppliers according
to the announced tenders, sends tenders to relevant suppliers and processes results with
terms received from potential suppliers. Based on the analysis results, OEM gets
recommendations for a virtual enterprise that later edit/confirm the group of analysts and
participating suppliers.
5.3</p>
      </sec>
      <sec id="sec-5-3">
        <title>Demand-driven collaboration following customer order</title>
        <p>The last model describes the interaction of supplier’s cyber-physical systems in the
virtual enterprise for coordination purposes. The main goals of this model are adjustment
of production plans, supplier’s combination into the holistic production chain and
supplier’s equipment integration. The subjects are:
1. Collaboration Node –The main role of this system here is to prepare a final project,
to ensure updates reach all suppliers and to transfer all requirements to the supplier’s
cyber-physical systems.
2. Supplier’s System – The internal cyber-physical system of the supplier, which
consolidates the shop floor activities. It facilitates final project plan tracking, and
transfers claims to the factory systems.
3. Factory’s System – The Factory’s system is a multisubject of many factories within
a supplier. The Factory’s system provides production line data, free capacity and
equipment reconfiguration periods. It follows the production plan and prepares
settings for reconfiguring all equipment to project requirements (specifications).
4. Conveyors –a multisubject integration has many conveyors or other production
facilities for the project implementation. The pipeline below visually reflects a
message process being sent, which communicates settings for personalized order
execution.
Figure 10 represents the messages that the subjects exchange, where the main
communication takes place during transferring plans for reconciliation, transmitting settings to
collaborate in the virtual enterprise or transmitting detailed requirements for system
components implementation. Based on detailed requirements, the subject transfers new
settings to production facilities. Figure 11 shows internal behavior of Collaboration
Node subject.</p>
        <p>The Collaboration Node describes the negotiation of the plan, connects providers to
form a virtual supplier and sends the new structure to detailed requirements. Further,
the Suppliers’ information system processes the plan and refines it with the factory
system and then passes either an agreed plan or refinements for implementation. Time
lag is necessary for virtual enterprise formation settings activation and for order
requirements sharing between the relevant plants. The Factory's system confirms the
timings and identifies vacant production lines in cases of equipment occupancy. It analyses
order requirements and prepares the tuning for the conveyor’s equipment to comply
with customised order requirements. The Conveyors receive these requirements, set up
their equipment and follow product specification for the developed product. In some
cases, the semi-part additionally controls its quality by checking the integrated
production plan with the real actions that were carried out on this semi-part during the whole
value chain.</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>Conclusions</title>
      <p>In this paper we demonstrate the application of Subject-oriented Business Process
Modelling demand-driven collaboration of OEM, suppliers and cyber-physical systems in a
virtual enterprise. The series of interaction with manufacturers and suppliers resulted
in the set of S-BPM models. For other Industry 4.0 collaboration cases they have to be
customised.</p>
      <p>This paper delivers models at three layers of abstractions:
• Strategy: High-level interaction within the entire production chain
• Tactics: The process of selecting suppliers
• Operational: Formation of a customer order-driven by a virtual supplier</p>
      <p>During these performed actions we explain the interaction between actors to
implement the subject-oriented model. The results of this study facilitate negotiation of
collaboration rules between aerospace suppliers, assist OEM’s for developing
collaboration strategies, and shorten resources spent on direct supplier collaboration.</p>
      <sec id="sec-6-1">
        <title>Acknowledgements References</title>
        <p>This work was supported by the European Commission under the European Union’s
Horizon 2020 research and innovation programme (grant agreement n° 723336).</p>
      </sec>
    </sec>
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