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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Definition of a Space Factory through MBSE</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Serena Brizio</string-name>
          <email>serena.brizio@thalesaleniaspace.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Riccardo Cambertoni</string-name>
          <email>riccardo.cambertoni-somministrato@thalesaleniaspace.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Elia Sindoni</string-name>
          <email>elia.sindoni@thalesaleniaspace.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Lucia Grizzaffi</string-name>
          <email>lucia.grizzaffi@thalesaleniaspace.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Brendan P. Sullivan</string-name>
          <email>brendan.sullivan@polimi.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Polytechnic University of Milan</institution>
          ,
          <addr-line>Piazza Leonardo da Vinci, 32, 20133 Milano MI</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Thales Alenia Space</institution>
          ,
          <addr-line>Str. Antica di Collegno, 253, 10146 Torino TO</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>In the context of in-orbit manufacturing, Thales Alenia Space (TAS) has implemented a typical space system engineering approach currently used internally for ESA and NASA projects, which includes the definition of a mission statement and mission objectives for a factory in space. Since the project was in partnership with different Italian universities, it was necessary to coordinate the workload among the entities. Then, a MBSE approach was settled to obtain a preliminary architecture of the Space Factory. The result shows a promising novel concept, even if future work is needed to define the technological roadmap for the manufacturing processes and the supply chain.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
    </sec>
    <sec id="sec-2">
      <title>2. Mission Definition</title>
      <p>The formulation of mission statement and mission objectives is a crucial step in the preliminary
phase of the project to clearly identify what needs the mission is answering to. In other words, the
mission statement ensures that all the actors (the stakeholders) are aware of what the main purpose
of the mission will be and, especially in the early phase of the design, provides a clear direction for
the team.</p>
      <p>For the of the Enhanced Factory for Extraterrestrial Space Technology Operations (EFESTO), the
mission statement was defined in a brainstorming session by TAS team, considering the feedback by
partners with a wide range of different competence and expertise areas. This collaborative approach
enabled the team to attain a broader perspective, ultimately resulting in the creation of the following
interdisciplinary mission statement:</p>
      <p>EFESTO aims to be a factory in Low Earth Orbit, able to provide the whole production chain of new
components and large space infrastructures, from the recycling of waste to the final in-situ assembling
and deployment</p>
      <p>The effectiveness of a mission statement lies in its ability to encapsulate the team's intent in a few
sentences. In the subsequent section, the mission objectives will instead play the role of specifying
the functionalities that the mission must achieve to fulfil the expectations outlined in the mission
statement.
2.1.</p>
    </sec>
    <sec id="sec-3">
      <title>Mission objectives</title>
      <p>The objectives of EFESTO were selected to create a baseline for the future verifiable requirements
definitions and to better understand what the mission should accomplish, giving a priority hierarchy
on the system drivers. In particular, the primary objectives include:
1. To recycle waste, dismissed satellites and broken components
2. To manufacture new components in orbit
3. To assemble large infrastructures in orbit
It is important to note that hierarchy only exists between the primary and secondary objectives. There
is no prioritization within the primary objectives' order. The same applies to the secondary objectives,
which are as follows:
1. To optimize the design of the recovered products
2. To assemble components in orbit
3. To manage non-recyclable waste
2.2.</p>
    </sec>
    <sec id="sec-4">
      <title>Environmental scenario</title>
      <p>
        Understanding the environmental context is a fundamental step in the design and development of
a space mission, as the environment deeply interacts with the system and influences its lifespan. In
addition to its isolation, space is indeed a hostile environment for both human life and spacecraft,
necessitating the implementation of adequate countermeasures to minimize its degrading effects.
While there are some general commonalities, defining universal characteristics of the space
environment is impossible. However, for the first factories in space, as in the EFESTO study, the
options can be narrowed down to the Low Earth Orbit (LEO) region and the lunar surface. Due to its
easier accessibility as well as the increasing of launches in the region [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ] [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ] and its strategical
relevance [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ], Low Earth Orbit was selected as the operational environment, facilitating the
communication with the ground station and reducing the resupply costs. Other elements for the
choice of LEO were the absence of lunar dust and a less challenging radiation environment, which
would add several criticalities and consequently lead to a more complex system.
      </p>
      <p>A satellite travelling in LEO will have to contend with various factors influencing its lifespan and
performance in orbit, depending on the orbital parameters of the mission (e.g., altitude, inclination,
eccentricity). However, all spacecraft will encounter residual atmosphere, (near) vacuum,
microgravity conditions, micrometeoroids and debris, radiation, magnetic field disturbances and
interactions, as well as a plasma and charged particle environment.</p>
      <p>In accordance with the previously mentioned environmental constraints, some assumptions on
the operational orbit were made to give boundary conditions to the other actors of the mission design.
They are here summarized:
1. Operative environment: Low Earth Orbit (LEO);
2. Circular Orbit (e=0);
3. Altitude range [400÷900] km;
4. Waste, dismissed satellites and debris are already in the factory; the presence of an
external service that transports them to the factory is taken for granted;
5. No constraints in terms of mass and volume (launcher) and power. Feasibility and
optimization of the power and mass request will be assessed as next step;
6. The factory will be modular and will be designed with an incremental approach, enabling
new functionalities with time;
7. CIMR (Sentinel 11), a future Earth-observation satellite, was selected as a reference
platform for the study. The entire end-to-end process (from recycling to final deployment)
of the space factory will focus on the study cases applied to this mission.
2.3.</p>
    </sec>
    <sec id="sec-5">
      <title>Tasks definition</title>
      <p>Since the project is in partnership with different Italian universities, it was necessary to coordinate
the workload among the entities, defining a task tree and selecting two study cases for evaluation
based on criteria such as costs, power requirements, and the feasibility of the manufacturing process.
Table 1 shows an extract of the Work Breakdown Structure (WBS) and it is comprehensive of a short
description of the activities to be accomplished.</p>
      <p>Table 1
Task Definition</p>
      <p>Task Task Manager Task description
Preliminary
analyses</p>
      <sec id="sec-5-1">
        <title>Mission definition</title>
      </sec>
      <sec id="sec-5-2">
        <title>System definition</title>
      </sec>
      <sec id="sec-5-3">
        <title>Supply chain analysis</title>
      </sec>
      <sec id="sec-5-4">
        <title>Electrothermal budget</title>
      </sec>
      <sec id="sec-5-5">
        <title>Circularity assassment</title>
      </sec>
      <sec id="sec-5-6">
        <title>PoliMI TAS TAS</title>
      </sec>
      <sec id="sec-5-7">
        <title>Sapienza</title>
      </sec>
      <sec id="sec-5-8">
        <title>UniPD</title>
      </sec>
      <sec id="sec-5-9">
        <title>PoliBA</title>
      </sec>
      <sec id="sec-5-10">
        <title>This task gathers the preliminary analyses needed to better</title>
        <p>understand the context, in particular the market one, where
EFESTO will operate, individuating the main actors and the
potential customers of a space factory and defining the
stakeholders’ needs and their priority. Understanding the state of
the art of the technologies that could be foreseen in a space factory
implementation is also a crucial point of this activity.</p>
      </sec>
      <sec id="sec-5-11">
        <title>This task defines the goal of the space factory, clarifying its main objectives and the boundaries of the study. The study case selection is also foreseen within this activity and a general presentation of the selected operative environment.</title>
      </sec>
      <sec id="sec-5-12">
        <title>This task goal is to coordinate the activities needed for the definition of EFESTO at a high level.</title>
      </sec>
      <sec id="sec-5-13">
        <title>This task consists in evaluating the advantages of relocating part</title>
        <p>of the activities (manufacturing, assembling and integration) in
orbit, studying the on-ground supply chain with or without
EFESTO. An economic estimation of the advantages of an in-orbit
factory should also be foreseen.</p>
        <p>This task aims to assess the feasibility of EFESTO from a thermal
and power point of view. Indeed, to enable all the manufacturing
and recycling processes the platform will need to supply high
levels of power and both to provide and dissipate high
temperatures. For the preliminary estimation of the power
budget, a bottom-up approach is proposed, starting from the
study cases previously selected.</p>
      </sec>
      <sec id="sec-5-14">
        <title>This task aims to define a circular economic model applied to</title>
        <p>EFESTO concept and his building block process chain. It will be
important to underline the environmental benefits of locating the
activities directly in orbit and to understand how the life cycle of
a space product or of a single component would be extended by
the factory with respect to the current averaged target missions'
duration.</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>Study cases</title>
      <p>The selection of study cases was carried out considering various factors that could influence the
design process of the space factory. Primarily, the reference mission had to have a significant
contribution from Thales Alenia Space, ensuring that all required documentation could be obtained
without compromising industrial intellectual properties or internal information. Furthermore, the
chosen mission should have an operational orbit within the same altitude range selected in the
environmental definition phase for coherence. Concerning the specific component, the objective was
to define objects that are, generally speaking, more fragile, not safety critical for the mission and not
placed near dangerous subsystems such as propulsion. All these considerations led to the choice of
the Copernicus Imaging Microwave Radiometer (CIMR), a mission focused on responding to
highpriority requirements from key Arctic user communities and, in particular, the first study case focuses
on its antennas</p>
      <p>A feasibility study should be carried out for the S band (from 2 to 4 GHz) helix antennas (Figure
1), generation 3 (G3). The evaluation should encompass not only material recycling but also repairing
and in-orbit manufacturing of new antennas. While made of aluminium alloy, the specific
composition can be assessed through the optimization of the in-orbit manufacturing process. The
material choice for antennas is generally influenced not only by communication performance but also
by the need to withstand launch thermal and structural loads, depending on the satellite’s
configuration inside the fairing, or by the availability on-ground. In this case instead, the flexibility
of decision-making is a benefit offered by a space factory.</p>
      <p>The second selected study case aimed to involve both metallic materials and polymers, leading to
the choice of thermal blankets (Figure 2), despite potential challenges in their in-orbit manufacture.
Thermal blankets are crucial elements in a space system, ensuring the survival of spacecraft internal
instrumentation under the demanding thermal loads of the space environment. Initiating a
preliminary study for repairing such a component is fundamental for the extension of the operational
life of a space system. The material and design of thermal blankets can vary based on the supplier,
application, and needs. Partners are expected to choose the best solution in terms of materials,
manufacturing processes, and required power. The goal is to understand the type and quantity of
materials that can be reused starting from a 1m x 1m thermal blanket and determine the feasibility of
manufacturing it in orbit.</p>
    </sec>
    <sec id="sec-7">
      <title>3. Model Based System Engineering (MBSE) approach</title>
      <p>The MBSE consists of a set of tools and methods applied to System Engineering that allows the
definition of a preliminary design since the early phase of a mission. In the case of EFESTO, it has
been used a Thales MBSE tool called Capella, which allows different levels of analysis following the
maturity of the project. Since EFESTO is at its early stages, the first three levels of analysis were
developed, namely the Operational Analysis and the System and Logical ones. In the Operational
Analysis the entities involved and what is expected from them were defined, the System Analysis
defined the perimeter of the system, the interfaces between system and external actors and the system
level functions.</p>
      <p>The third level of analysis, the Logical Architecture, deepens the building block of platform,
including inside more detailed functions. Regarding the semantics of the diagram, the blue/light blue
boxes correspond to the system perimeter, the sub-system/building blocks and the external actors.
Otherwise, the green boxes are the functions that the component is supposed to perform in this
context. A function is an action or a set of actions that describe what is the expectation of a system
(high level approach) and of components within the system.</p>
      <p>In the two pictures below is possible to highlight the evolution of model, from a high-level
perspective, in this case the system level (Figure 3), with high level function allocated into the system
perimeter. It is also possible to see the interface definition between the space factory and the external
actors, from a very high perspective in the system architecture, and more detailed in the logical
architecture (Figure 4).</p>
      <p>In the case of EFESTO, it was useful to define the major building blocks that constitute the space
factory such as the design, the recycling, the manufacturing, the qualification and the storage, with
the functions of each domain associated inside and the data/components exchanged among
functions.</p>
      <p>The first step of the recycling/repairing process is the resupply of components and materials. This
would be done in two ways: the input will come from Earth as components to be assembled in space
(for structural load reasons, mainly related to the launch) or from space as decommissioned systems.
Once entered into the space factory, they will be categorized and stored, based on the material
composition.</p>
      <p>Regarding the creation of new components from scratch, the baseline envisions the possibility of
developing the initial design on the ground and then sending the request to the space factory. Upon
receiving the new component coordinates, the system will seek the needed materials in the database
created thanks to the detector and provide clearance to proceed with manufacturing or not. If not,
new coordinates should be provided from the ground to replace the missing material, but an in-orbit
design optimizer could offer suggestions based on the availability status of the factory.</p>
      <p>The process of repairing would be approached in a similar way, with a difference in the
qualification and acceptance section, where the repaired objects will follow a distinct process. A space
tug will also be required for the functions of transport and delivery, both for the input objects of the
factory and for the deployment of the output systems.</p>
    </sec>
    <sec id="sec-8">
      <title>4. Conclusions and Future work</title>
      <p>The study unveiled a promising concept of operations, underpinned by a robust functional chain
implementing mature or near-mature technologies. Despite the advancements, the work emphasizes
the need for further investigation and definition of the technological roadmap for manufacturing
processes and the supply chain. While the results present a groundbreaking concept, the study
acknowledges the necessity of future endeavours to refine the proposed solutions and address
potential challenges in the mission's execution.</p>
    </sec>
    <sec id="sec-9">
      <title>Acknowledgements</title>
      <p>This study was carried out within the MICS (Made in Italy – Circular and Sustainable) Extended
Partnership and received funding from the European Union Next-Generation EU (PIANO
NAZIONALE DI RIPRESA E RESILIENZA (PNRR) – MISSIONE 4 COMPONENTE 2, INVESTIMENTO
1.3 – D.D. 1551.11-10-2022, PE00000004). This manuscript reflects only the authors’ views and
opinions; neither the European Union nor the European Commission can be considered responsible
for them.</p>
    </sec>
    <sec id="sec-10">
      <title>Declaration on Generative AI References</title>
      <p>The author(s) have not employed any Generative AI tools.</p>
    </sec>
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