Evaluation of a Service System for Smart and Modular Special Load
Carriers within Industry 4.0
Johannes Zeiler
a
, Anja Mecklenburg and Johannes Fottner
b
Chair of Material Handling, Material Flow and Logistics, Technical University of Munich, Garching, Germany
Keywords: Evaluation, Smart and Modular Special Load Carrier, Cloud-based Service System, Internet of Things, Supply
Chain Management.
Abstract: Current research approaches in the field of logistics discuss the transformation of load carriers into smart
objects. These so-called cyber physical systems collect data, aiming for process optimisation and increased
transparency. Though special load carriers are commonly used in the automotive industry and have great
potential in terms of digitalisation, they are mostly neglected. Understocking and overstocking, as well as
production stops due to missing or damaged containers can result from insufficient transparency in supply
chains. This paper presents the benefit and usability evaluation of a service system with smart and modular
special load carriers, which aims to counteract this lack of transparency by providing databased services. In
the therefore concluded web-based survey, experts evaluated the identified benefits in terms of impacts on
the process, the customer and the environment. The presented results show that the benefits generated by the
service system are suitable for optimising the conditions for the logistic process, the customer, the
environment and the transparency within the supply chain. Although the already implemented functionalities
of the service system are still limited in usability, the theoretical concepts and its functionalities have great
potential in terms of future applications.
1 INTRODUCTION AND
PROBLEM STATEMENT
Nowadays the consumer expects broad variety and
individuality in products. This diversity, combined
with shorter product life cycles, requires sophisticated
production environments and supply chain processes.
In addition, the number of companies participating in
a supply chain is increasing, and mutual dependencies
are intensifying in order to achieve customer
satisfaction (Handfield et al., 2013). Due to the
increasing complexity, the coordination of supply
chains poses a significant challenge for
manufacturing companies. The keywords Industrial
Internet, Internet of Things (IoT) and Industry 4.0
summarise new approaches, which aim to develop
more flexible and adaptive logistics systems by
integrating innovative technologies into logistics
objects (Porter & Heppelmann, 2014). Improvements
in the latest communication and computer
a
https://orcid.org/0000-0001-8878-1101
b
https://orcid.org/0000-0001-6392-0371
technologies, minimising the size of devices while
ensuring high connectivity and computing power,
make these smart logistic objects capable of
collecting process-relevant data possible. Process-
relevant data, combined with smart software services
can be used to increase the transparency, efficiency
and flexibility of the supply chain (Kagermann et al.,
2013).
This paper discusses the supply chain within the
automotive industry, where suppliers and Original
Equipment Manufacturers (OEM) use special load
carriers for transportation. Manufacturing companies
use special load carriers for the transportation of
complex shaped or sensitive parts such as interior
door panels for cars. Parallel to the development
process of the product, these containers are developed
and designed to transport and protect the product.
Only small quantities of special load carriers are
needed, a fact which (along with economic reasons)
favours a simple, welded-steel construction with a
complex interior product mounting. Normally the
76
Zeiler, J., Mecklenburg, A. and Fottner, J.
Evaluation of a Service System for Smart and Modular Special Load Carriers within Industry 4.0.
DOI: 10.5220/0010055700760086
In Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics (IN4PL 2020), pages 76-86
ISBN: 978-989-758-476-3
Copyright
c
2020 by SCITEPRESS Science and Technology Publications, Lda. All rights reserved
OEM pays for all special load carriers within a supply
chain and provides a pool of containers, normally
located at the premises of the OEM, for the other
supply chain partners. An example of a delivery
process could be as follows: When a supplier’s
container stock is running low, it requests a delivery
of empty special load carriers from the pool. After the
delivery of empties, the supplier fills the requested
containers with the manufactured parts. A truck
transports the filled special load carriers to an interim
storage facility run by a logistics service provider. As
soon as the logistics service provider receives an
order from the OEM, it re-sequences the parts and
refills the special load carriers in the requested
sequence according to the production line. The
logistics provider delivers the refilled containers
directly to the assembly line of the OEM. There, the
workers install the parts and transport the empty
special load carriers back to the OEM’s empties
storage facility (Zeiler & Fottner, 2019).
One of the main problems with the current
container management is the lack of transparency
concerning the flow of special load carriers within the
supply chain. The containers pass through the
participating companies mostly without any
identification process, which poses a significant
challenge for the control and monitoring of container
loops. Furthermore, employees sometimes remove
special load carriers from the regular process due to
maintenance or other purposes, without
documentation or notification of the supply chain
partners. Due to this lack of transparency, the stored
number of containers often deviates from the numbers
logged in the container management system, which
leads to over- and understocking. It is also common
for this shortage of stock to result in costly special
deliveries and additional carton packages, in order to
guarantee uninterrupted production. To increase
transparency, employees perform a weekly count of
special load carriers and save the numbers into
proprietary container management systems which are
not synchronised between the partners in a supply
chain (Zeiler & Fottner, 2019).
One way to address these challenges is the
transformation of special load carriers into Cyber
Physical Systems (CPS). This transformation allows
the collection of relevant data on the shop floor level
and opens up new possibilities for data-driven
services to optimise the supply chain (Geisberger &
Broy, 2015). The joint project iSLT.NET (network
for smart and modular special load carriers),
described in more detail in (Zeiler et al., 2018), was
dedicated to the transformation of special load
carriers into smart and connected containers. Among
other things, the project investigated the potential of
innovative product- and databased services based on
the integration of technology (such as sensor,
identification and communication technology) and
the modularity of the physical special load carrier. In
(Zeiler & Fottner, 2019) we also introduced the
architecture of a cloud-based service system for smart
and modular special load carriers. This architecture
was designed to achieve a cross-company integrated
communication and identification system for smart
and modular special load carriers, so as to enable
data-driven services to be used throughout the supply
chain. Subsequently we present the range of services
based on data collected by smart and modular special
load carriers in (Romer et al., 2018).
This paper presents the evaluation of the service
system with smart and modular special load carriers
within an industrial environment. Therefore, the
following chapter briefly addresses the existing
research approaches around smart and modular load
carriers, including the methods to evaluate their
benefits. Afterwards we present the services offered
by the service system that are relevant for our study.
Based on these introductions we describe and
categorise the benefits provided by the service
system, as well as our evaluation approach.
Subsequently we introduce the conducted survey and
discuss our findings concerning the service system
with smart and modular special load carriers. The last
chapter summarises the present paper and contains
suggestions for possible future work.
2 REVIEW OF EXISTING
RESEARCH APPROACHES
In recent years, different studies and projects
developed modular concepts for special load carriers.
These concepts allow the dismantling at the end of the
first utilisation cycle, and the reconfiguration and
reuse of individual modules for the next cycle. Within
the research project ReBox-Pool (Schuh, 2012),
selected benefits of modular special load carriers
were evaluated. In this, the research work assessed
the modular special load carrier in terms of a
reduction of logistics costs, by introducing an
exemplary application. In order to measure its savings
potential, a case study in the form of expert interviews
with users and manufacturers of the modular special
load carrier – using a qualitative and quantitative
method approach was conducted. Furthermore,
field reports from some of the project participants
provided further insight into the concept's prospects
Evaluation of a Service System for Smart and Modular Special Load Carriers within Industry 4.0
77
of success in real-life applications. The results show
a possible cost reduction, but also make clear that
further aspects and possible challenges, such as a high
cost-price of the special load carrier and short-term
changes in process requirements, must be considered.
Two other pieces of research, carried out by Attig
(Attig, 2011) and Rosenthal (Rosenthal, 2016),
investigated to what extent the modularisation of
special load carriers is reasonable and cost-efficient
and what the economic potential of this
modularisation is. Attig for example developed a
model for the evaluation of load carriers with a focus
on life-cycle costs. In his model, the author uses
various case studies, expert interviews and an
analysis of potentials to illustrate the benefits of a
modular special load carrier. The application of this
evaluation model has shown that modularity and the
pooling system show potential for successful and
expedient use within the producing industry (Attig,
2011). However, the described research approaches
concentrated on the physical container, and neglected
the challenges of modularity when integrated into a
service system, which provides databased services
such as automated damage reporting. This integration
may require, for example, the digital traceability of
the individual modules.
The first step towards a smart container can
already be realised with a simple AIDC (Automatic
Identification and Data Capture) procedure such as
RFID (Radio Frequency Identification). As early as
2006, Volkswagen AG investigated the potential of
special load carriers equipped with passive RFID tags
(Pelich, 2006). By implementing a prototype during
the evaluation process, Volkswagen automated the
event-based tracking of containers on the plant
premises, and demonstrated an increase in process
transparency. A further step towards a smart
container was made by the FORFood project, which
developed a smart thermal container for fresh and
frozen food logistics (Prives, 2016). In this case, the
focus was on the efficient traceability of the
containers throughout the entire supply chain, and on
monitoring the closed cold chain. To achieve this
goal, the containers were equipped with RFID and
temperature sensors, which enabled them to record
the internal container temperature and transmit the
measured values automatically to the back end. Using
this setup, temperature changes inside the container
could be detected along the supply chain and
evaluated by the user via a developed Android app.
During the evaluation of the smart thermal container,
the researchers assessed the functional and non-
functional system requirements via laboratory tests,
field tests and computer simulations. Besides this, the
feature-based comparison was used to analyse the
effectiveness of the thermal container. The evaluation
methods indicated that the developed concept meets
the relevant industrial requirements and is feasible
within cold chains. It was also shown that the smart
thermal container increases food safety and makes the
logistics process more efficient (Wang, 2014).
Another type of smart container is the “inBin”
(Emmerich et al., 2012). The “inBin” is a load carrier
equipped with an energy harvester, energy buffer,
microprocessor, radio module, display and sensors.
These features enable the container to communicate
with people and machines in its environment, and to
monitor the ambient conditions. For example, the
smart container supports the human user during
order-picking via its display (Roidl et al., 2014). In
order to evaluate the behaviour of many “inBins”
(1000 to 20000), the researchers performed
simulation experiments using the implemented
“inBin” platform as an example. The results showed
that to ensure no negative effects on radio traffic, the
upper limit on the maximum number of “inBins” for
a warehouse depends strongly on the communication
strategy. In addition, several economic calculations
were carried out to evaluate different energy-
harvesting methods. The research project "Service-
oriented logistics concept for a multifunctional
container system" developed a further concept for a
smart load carrier equipped with identification
technologies and sensor systems (Lammers et al.,
2013). Among other things, the user could monitor
the temperature and identify the last location in case
the container became lost. For a first prototype, the
identification technologies RFID, barcode and QR-
Code (Quick Response Code) as well as sensors for
pressure and temperature were attached to a universal
load carrier. With this prototype, the researchers
carried out experiments to evaluate and confirm the
reachability of their targeted benefits. Another
interesting use case of a smart container is the
"Intelligent Fruit Logistics" by Verdouw et al.
(Verdouw et al., 2019). In this project, IoT devices
with an LPWAN (Low Power Wide Area Network)
module, a GPS (Global Positioning System) chip and
a QR code were integrated into the fruit crates of the
Euro Pool System. With this setup, the author
evaluated the functionalities of the developed IoT
platform. The results showed that the platform
successfully processed the collected position data and
enabled the user to track the fruit crates along the fruit
supply chain. In a further research project on smart
special load carriers, the scientists concentrated on a
smart returnable transit item (smaRTI) which, as part
of Industry 4.0, can interact with its load
IN4PL 2020 - International Conference on Innovative Intelligent Industrial Production and Logistics
78
(components), machines and smart production
systems, and is able to make independent and
decentralised decisions (Neal et al., 2019). For the
experimental part, a RFID reader was attached to the
container to identify the loaded components, as well
as a WIFI communication unit to transmit data to the
back end or to another CPS. On top of that, a large
number of sensors, a battery, an OLED display and a
data processing unit were installed. For the hardware
and software, the researchers carried out a suitable
proof of concept under laboratory conditions, to
investigate the identification of loaded components
via RFID, and to monitor the handling process steps
using the sensor system of the smaRTI.
As previously shown, different research projects
have already investigated and evaluated individual
aspects of smart load carriers. In spite of this, there is
still a lack of a holistic system that combines the
technical dimensions of a smart and modular special
load carrier (e.g. identification, sensor integration and
reconfiguration) with a cross-company and databased
service system (e.g. container stocks monitoring,
condition monitoring and process optimisation).
Therefore, the previously mentioned project
iSLT.NET developed and implemented a cross-
company service system based on smart and modular
special load carriers for the supply chain. This paper
presents the still missing categorisation and
evaluation of the service system’s benefits, which
were conducted within the scope of the “Mittelstand
4.0 Kompetenzzentrum Augsburg”.
3 DESIGNED SERVICE SYSTEM
WITH SMART AND MODULAR
SPECIAL LOAD CARRIERS
The designed service system, which was conceived to
meet the challenges of the classic container loop,
offers data, load-carrier and finance-based services in
addition to the physical smart and modular special
load carrier. For this purpose, the special load carrier
consisting of standardised individual modules is
equipped with identification, communication and
localisation technologies as well as sensors (e.g. to
measure temperature, acceleration and tilt) to monitor
the surroundings. Only the data and load-carrier-
based services, shown in Figure 1, are briefly
explained below. The financial services, which aim to
transform investment costs for the physical containers
and services into running costs by using approaches
such as pay-per-use, can be found in detail in (Zeiler
& Fottner, 2019). In the ensuing section, the potential
Figure 1: Extract of services offered by the designed service
system (Zeiler & Fottner, 2019).
benefits of the presented services for the container
loop are discussed in detail.
The designed databased services build on the
digitalisation of the information flow and the
recording of process-relevant data, which is made
possible by the identification, communication and
sensor technology integrated in the smart and modular
special load carrier. Hence, with the order tracking
service, the user can monitor the production status of
the containers ordered from the load-carrier
manufacturer. In addition to the production status
(from order received to order delivered), customers
can also view the current number of smart and
modular special load carriers already produced. The
automated identification and authentication service
offered by the service system can, for example, be
used for logging purposes (e.g. for quality control), for
the automatic comparison of delivery quantity and
content, or for monitoring the sequence of products in
just-in-sequence processes. Furthermore, the tracking
service enables the identification of the current
position of smart and modular special load carriers
within the supply chain. Based on the collected data,
the digital service called load carrier management
allows a cross-company live monitoring of stocks in
the container loop. Another service offered by the
service system is the automated inventory
management service, which in combination with the
built-in identification technology, enables automatic
goods receipts and goods issues of smart and modular
special load carriers. Similar to the tracking service,
the tracing service provides the history of position
data for each container, and analyses and evaluates the
idle time of smart and modular special load carriers
within the supply chain. A further data-interpreting
service is the circulation optimisation service, which
collects and analyses all available data to avoid, for
Evaluation of a Service System for Smart and Modular Special Load Carriers within Industry 4.0
79
example, bottlenecks in the supply chain. The service
system also provides a condition monitoring service.
It enables the customer to retrieve relevant data about
the surroundings of the smart and modular special load
carriers. For this service, information on ambient
temperature, transport acceleration (e.g. for vibration
measurements) and tilt are collected. Requirement-
dependent threshold values (e.g. for impact shock or
temperature) can be activated, and corresponding push
notifications triggered when exceeded. To improve
the management of damaged containers within the
supply chain, the service system offers a damage
report service. It allows the digital documentation of
the damage suffered by the container, and the
initiation of repair measures. Here, the focus lies on
the digitalisation and efficient storage of damage
reports. Directly profiting from these digitalised
reports, the analysing service damage tracking helps
the customer easily identify patterns of damage to
containers. In this sense, the user can detect a non-
optimal configuration of special load carriers or other
problems in the supply chain. The service system also
provides a web-based product configurator, which
supports the customer during the development and
design of the smart and modular special load carrier,
aiming to simplify and accelerate these processes with
an easy-to-use online configurator. It also allows the
costumer to select his services and suggests the
therefore required hardware.
Load-carrier-based services are also a part of the
service system and build on the modularisation of the
container and its standardised modules. One of these
services is the configuration and reconfiguration
service (e.g. for modification purposes). It enables the
customer to assemble the smart and modular special
load carrier from standardised modules according to
their requirements within the web-based product
configurator. Subsequently, the containers’ supplier
can easily assemble the order since the modules are
kept in stock. The modular design and return options
permit the simple and flexible adaptation of stocks of
smart and modular special load carriers during the
utilisation cycle (flexibility of quantities). Besides this,
the standardised modules (in combination with
sufficient stock levels) permit ad hoc deliveries, which
increases the availability of containers within the loop.
The traditional range of services for special load
carriers include maintenance (e.g. oiling of hinges),
cleaning and repair. The designed service system
extends these classical services by digitalising the
documentations, allocating the containers more easily
and by continuously monitoring the maintenance
intervals and usage for each individual container.
4 DESCRIPTION OF THE
IDENTIFIED BENEFITS
Based on the presented services of the smart and
modular special load carrier, the provided benefits for
the container loop were grouped into process-related,
customer-related, ecological, economic and safety-
related categories. In this contribution, we refer to the
evaluation of potential benefits with effects on the
process, the customer (OEM) and the environment.
4.1 Process
Potential benefits with effects on the process not only
influence the procedures and structures in the
individual logistics process steps, but also enable
changes in their quality. Some services of the service
system increase transparency of current stocks,
locations, movements and conditions of the
containers. The so-called load carrier management in
particular ensures a transparency of stocks and helps
to avoid temporary under- and overstocking. The
common problem of load carrier loss can also be
minimised, as the tracking service continuously
tracks the location of the containers.
In addition, the smart and modular special load
carrier with its service system enables increased
automation and standardisation of processes. This
means specific services replace or supplement
manual tasks. As a result, activities and processes can
be simplified for the employee, thus leading to a
reduction in errors. An example of this is provided by
the services tracking, tracing and automated
inventory management, which can avoid the time-
consuming manual counting of containers and
incorrect inventory accounts. In addition, deviation
from standardised process steps or handling errors,
such as unauthorised outdoor storage, can be detected
automatically. The modular structure of the special
load carrier with the services configuration and
reconfiguration can also contribute to the
standardisation of process sequences, such as the
repair process, and reduce construction defects
through gained experiences with standardised
modules. Furthermore, a standardised digital damage
report and product configurator can considerably
simplify the damage-rectification and ordering
process.
A further potential benefit is the assurance of
delivery times and product condition within the
supply chain, via the tracking and tracing of
containers and continuous condition monitoring. This
means that if thresholds are exceeded, the affected
companies can take countermeasures to ensure that
IN4PL 2020 - International Conference on Innovative Intelligent Industrial Production and Logistics
80
undamaged goods are delivered on time. Exemplary
measures include replacement deliveries and repairs
to avoid an interruption of the supply chain. Another
service that can contribute towards ensuring the
required product conditions is the regular and
digitally supported cleaning of containers to prevent
contamination of the load carrier and thus of the
products.
Furthermore, the service system of the smart and
modular special load carrier has the potential to
reduce damage and repair costs in the long term. For
example, the subsequent analysis of the location and
condition data helps to identify the causes of
malfunctions and any damage that occurs. In the end,
the damage and consequently the repair efforts can
thus be reduced. In addition, utilisation time
measurement, i.e. a measurement of the frequency of
use of individual load carriers, can help to enable a
consistent use of all load carriers. Moreover, the
digital documentation of the damage and
maintenance process can help to identify the causes
of damage, avoid long-term serious damage, enable
the optimisation of load carriers and increase the
efficiency of the repair process.
4.2 Customer (OEM)
The smart and modular special load carrier aims,
among other things, to increase customer
satisfaction. The order tracking service creates a
communication interface between the load-carrier
manufacturer and the customer, which increases the
customer's confidence and their planning reliability.
The product configurator can increase customer
satisfaction with its intuitive and easy-to-use online
order-creation process and the configuration of the
special load carrier. In addition, the standardised
ordering process speeds up the entire process and thus
leads to shorter procurement times. Regular
maintenance, cleaning and repair can also contribute
to customer satisfaction.
A further potential benefit is the clear assignment
of responsibilities, which can also be proven
retroactively. This changes the approach in the case
of incidents and damage, as the service system can
determine the company causing the damage based on
the collected data. Consequently, the companies can
better allocate the costs and determine the resulting
obligations for all parties involved. In addition, they
can easily identify and remedy the causes of damage.
4.3 Environment
The third considered category of potential benefits
relates to the environment. The service system can
calculate a CO
2
balance from recorded data collected
from the production, use and recycling of the load
carriers. Thanks to this balance, the companies can
measure their sustainability. This means that
appropriate measures can be taken and validated in
order to improve the balance. One of the main aspects
of the project is the reconfiguration of load carriers.
By reusing the modules for other transported goods,
the involved parties generate a contribution to
sustainable logistics. The regular maintenance and
repair of the load carriers can support sustainability.
This prevents or delays serious damage, and thereby
often the scrapping of the load carrier. In the long
term, this method extends the lifetime of the load
carriers and saves materials.
In order to evaluate the fulfilment of the identified
benefit potentials, an evaluation concept was
developed. The concept uses various methods, e.g.
laboratory experiments, surveys and checklists, to
assess the suitability and applicability of the service
system for smart and modular special load carriers.
Within the scope of this publication, the results of a
conducted survey are presented.
5 CONDUCTED SURVEY TO
EVALUATE THE SERVICE
SYSTEM
Figure 2 shows the design and the basic structure of
the survey for the qualitative evaluation of the service
system, which was an internet-based expert
interview. Since the experts must be familiar with the
service system, and have at best already used the
implemented prototype, only a limited group of
people exist that can answer the required questions in
full. Therefore, only 12 persons could be identified
for the interview, most of them experts from the
automotive industry. At the time of the survey, 11 of
the 12 people interviewed were in contact with the
service system on a daily basis, or at least very
frequently. The aim of the survey was to evaluate the
potential benefits of the service system with smart
and modular special load carriers, based on the
experiences, assessments and opinions of the group
of experts. They evaluated the conceived services as
well as the prototypically implemented service
system. The expert interview used the mixed-methods
approach,
which combines a qualitative and
Evaluation of a Service System for Smart and Modular Special Load Carriers within Industry 4.0
81
Figure 2: Design of the conducted survey.
study. The survey started with introductory questions
concerning person and attitude towards digitalisation.
These questions served to typify the respondents and
helped to classify and justify further answers. The
questionnaire continued with questions about the
conventional special load carrier to obtain a general
assessment of the performance of the previous
system. The next section addressed the smart and
modular special load carrier to specifically assess the
identified potential benefits and possible future
scenarios. To finish the survey, the established
System Usability Scale (SUS) was used to evaluate
the usability of the already implemented services of
the system. Due to the extent of the paper, only an
excerpt from the survey’s results is presented below.
Since not all experts have always answered each
question, the results of the survey are presented in
percentage, with the number of answers given per
question (n) varying between 10 and 12.
5.1 Potential Benefits with Effects on
the Process
The results of the survey show that the increase in
transparency of logistics processes using smart and
modular special load carrier promises great benefits
and, according to the experts, forms the basis for many
other potential benefits. In this context, the experts
evaluated the benefits of monitoring the temperature,
degree of vibration (including impact shock) and
location. Eighty percent of the interviewees (n = 10)
saw a large to very large benefit for the transparency
of the supply chain by continuously monitoring the
location as well as by monitoring the degree of
vibration. For temperature monitoring only 20 % of
the experts saw the same extend of benefit. The
comments showed that they were not completely
convinced of the temperature monitoring, as only a
few temperature-sensitive goods are transported in the
automotive industry. Regarding the monitoring of
vibrations (including impact shocks), the experts
mentioned several times that damaged containers or
transported goods can thus be more easily noticed and
(e.g. by reordering) replaced. Concerning automation,
80 % of the experts (n = 10) believed the replacement
of the manual inventory by an automated inventory
management based on location tracking to be quite
likely to happen. In their opinion, this system could
also achieve error-reducing effects in the operational
process.
To monitor and therefore assure delivery times and
product condition, the service system offers, amongst
other things, the functionality to send a notification
when a set threshold for the previously discussed
status values is exceeded. The experts (n = 11)
considered this message useful for all three status
values: idle time (82 %), vibration (82 %) and
temperature (73 %) (see Figure 3). As far as
temperature is concerned, the experts mentioned the
fire hazard during battery transport as a valid example
within the automotive industry. The experts also
added that a threshold message is particularly useful
in the event of excessive vibration of fragile
transported goods (e.g. glass). With regard to the
threshold notification for idle time, they remarked that
inventory management could be improved, and that
forgotten and thus unused containers could be
detected.
When threshold notifications are triggered, a
company can take different measures in order to
ensure delivery times and product conditions along
the supply chain. In this context, the interviewees
were asked what action(s) they would take if they
were noticed that the threshold was exceeded.
IN4PL 2020 - International Conference on Innovative Intelligent Industrial Production and Logistics
82
Figure 3: Threshold message for idle time, vibration and temperature.
Regarding the available options, the experts
mainly tended to choose measures that intervene less
strongly in the logistics process. These include, for
example, waiting for subsequent cause analyses or
contacting the supplier to obtain more information.
On the other hand, the experts avoided choosing the
two most interventionist options: stopping the
transport process to check the transported goods, and
reordering the shipment immediately. Experts also
noted that the behaviour depends strongly on the
situation and the area of application. Overall, all
experts would take measures based on the status
information provided by the service system. In the
following questions, the interviewees were asked, if
they see further use for the location and condition
monitoring with a view to a reduction of damages and
repair costs. Most of them concurred that short-term
damage prevention is not possible with the available
data. However, they all agreed upon a possible benefit
for the long run, by analysing the data and therefore
preventing future damage by optimising the load
carrier or handling steps.
5.2 Potential Benefits with Effects on
the Customer
Customer satisfaction generally depends on the
quality of the product and the associated processes.
The first customer-contact is the order of the load
carrier via the product configurator. Seventy-three
percent of the respondents (n = 11) rated a
simplification of the ordering process due to the
product configurator as possible. However, they
emphasised that special requests must nevertheless be
still discussed individually. This means that the
product configurator simplifies the ordering process
only to a certain degree and, therefore, coordination
loops between customer and manufacturer cannot be
completely avoided. Another service, which aims to
increase customer satisfaction, is the order tracking
service during the production of the load carriers. The
survey’s results show that order tracking can increase
planning security and customer confidence and
therefore rise customer satisfaction (see Figure 4).
However, some interviewees mentioned that because
of the increased transparency there is also the risk of
causing a negative attitude in the event of a delayed
delivery.
All respondents considered it helpful to have a
clear assignment of responsibilities, for example, to
determine the company responsible in the event of
damage or incidents. In the eyes of the experts,
monitoring the conditions and locations of the load
carriers were both equally important in identifying
who is responsible in such cases. All of the
interviewees agreed that they would apply the service
system to identify the company responsible for
damages or incidents in their daily work routine.
However, they would not use it only for financial
reasons, but also to support the investigation of causes
and thus the optimisation of processes.
5.3 Potential Benefits in Terms of
Environmental Impact
The introduction of a CO
2
report is also part of the
service system. This report provides information
about
the
CO
2
balance
of
the
reusable
modules.
A
Evaluation of a Service System for Smart and Modular Special Load Carriers within Industry 4.0
83
Figure 4: Increase in planning security and customer confidence generated by order tracking.
majority (80 %) of the experts (n = 10) would be
interested in such a report. According to the experts,
they would use it to publicly promote their ecological
footprint. In addition, they also desired a CO
2
report
for reasons of personal interest. The CO
2
balance can
measure the sustainability of the load carrier for the
first time, which aroused curiosity among the experts.
The people interviewed mentioned that the CO
2
balance would also influence certain decisions in the
company, such as supplier sourcing. The experts also
wondered whether regular maintenance would extend
the lifetime of the load carriers, and therefore
contribute to sustainability. Only half of the
respondents (n = 10) thought that the lifetime will be
extended, but they also mentioned that there are not
yet sufficient studies available on this topic. Although
the reuse of special load carrier modules for a
different product can directly contribute to
sustainability, the CO
2
report itself cannot. However,
public relations and regular data comparison are ways
of increasing environmental awareness both
internally and externally. Ultimately, this can also
help to improve sustainability.
To conclude the survey, the experts (n = 10)
directly compared the conventional special load
carrier and the newly developed smart and modular
special load carrier on a scale of 1 to 6, with regard to
development and production, handling and container
management. They saw the biggest improvements
within the container management, which was rated
nearly two points higher for the smart and modular
special load carrier (5.1) than for the conventional one
(3.2). The interviewees assessed the handling as
almost equally good for both load carriers (5.2 for the
new and 5.0 for the conventional one). According to
the experts, the smart and modular special load carrier
promises optimisation and is rated with just about one
point better (4.9) in development and production than
the conventional one (3.8).
6 CONCLUSIONS
Currently, there is still a lack of transparency within
container circuits, which can lead to problems such as
understocking, overstocking and supply chain
disruption. This paper focused on the evaluation of
benefits of a service system with smart and modular
special load benefits, which was designed to make the
container flow more transparent, and to solve
occurring problems more efficiently. The potential
benefits of the service system were categorised in
terms of process, customer and environment, and
subsequently evaluated with an internet-based expert
interview. The evaluation results show that the
previously identified benefits were considered
realistic and that the smart and modular special load
carrier with the associated service system can
contribute to an improvement of processes, customer
satisfaction and sustainability. Some benefits are
easier to achieve, and are therefore preferred by the
interviewed experts, as their implementation requires
less restructuring within the logistics processes.
Services that contribute to an increase in transparency
have great potential to reduce errors, identify causes
IN4PL 2020 - International Conference on Innovative Intelligent Industrial Production and Logistics
84
of damage, assign responsibilities, and increase the
efficiency of the supply chain. Regarding the required
measures when exceeding a set threshold (e.g.
transport vibration): the experts gave priority to steps
that intervene less in the logistics process. The service
system also has the potential to improve customer
satisfaction by increasing planning reliability and
building up a relationship of trust. The service
system's contribution to an improvement of
sustainability is promising and the experts have a
keen interest in it. However, some of the
improvements are still conceptual and (according to
the experts) the current prototypical implementation
of the service system is lacking in terms of usability,
the offered services promise to be highly beneficial.
Concerning future research work on this topic, we
are pursuing an ongoing assessment of the service
system with further evaluation method. In this
respect, first laboratory experiments have already
been conducted. Additional research is required to
supplement the implemented service system with
further services, technologies and participants, in
order to increase the positive effects for all users.
ACKNOWLEDGEMENTS
The authors thank the German Federal Ministry for
Economic Affairs and Energy (BMWi) for its
financial and organisational support of the
“Mittelstand 4.0 Kompetenzzentrum Augsburg”,
which enabled the survey to be conducted.
REFERENCES
Attig, P. (2011). Komplexitätsreduktion in der Logistik
durch modulare Sonderladungsträger. Technical
University Aachen. Dissertation. Ergebnisse aus der
Produktionstechnik Produktionssystematik: Vol.
2010,13. Apprimus-Verl.
Emmerich, J. S., Roidl, M., Bich, T., & Hompel, M. ten
(2012). Entwicklung von energieautarken, intelligenten
Ladehilfsmitteln am Beispiel des inBin. Logistics
Journal Proceedings. Advance online publication.
https://doi.org/10.2195/lj_Proc_emmerich_de_201210
_01
Geisberger, E., & Broy, M. (2015, March 1). Living in a
networked world: Integrated research agenda Cyber-
Physical Systems. acatech STUDY.
Handfield, R., Straube, F., Pfohl, H.‑C., & Wieland, A.
(2013). Embracing global logistics complexity to drive
market advantage. Trends and strategies in logistics and
supply chain management. DVV Media Group.
Kagermann, H., Wahlster, W., & Helbig, J. (2013, April 1).
Recommendations for implementing the strategic
initiative INDUSTRIE 4.0: Final report of the Industrie
4.0 Working Group. acatech National Academy of
Science and Engineering. https://www.din.de/blob/
76902/e8cac883f42bf28536e7e8165993f1fd/recomme
ndations-for-implementing-industry-4-0-data.pdf
Lammers, W., Thiele, B., & Pelka, M. (2013).
Schlussbericht: Service-orientiertes Logistikkonzept
für ein multifunktionales Behältersystem. Technical
University Dortmund - Faculty of Mechanical
Engineering - Chair of Materials Handling and
Warehousing.
Neal, A. D., Sharpe, R. G., Conway, P. P., & West, A. A.
(2019). smaRTI—A cyber-physical intelligent
container for industry 4.0 manufacturing. Journal of
Manufacturing Systems, 52, 63–75. https://doi.org/
10.1016/j.jmsy.2019.04.011
Pelich, C. (2006). Einsatz aktiver RFID bei Volkswagen:
Grundlagen, Einsätze und Erfahrungen. Presentation.
Volkswagen AG, Wolfsburg.
Porter, M. E., & Heppelmann, J. E. (2014). How Smart,
Connected Products Are Transforming Competition.
Harvard Business Review(11). https://hbr.org/2014/11/
how-smart-connected-products-are-transforming-
competition
Prives, S. (2016). Systemkonzept zur Steigerung
logistischer Effizienz im Lebensmitteleinzelhandel
durch Einsatz intelligenter Behälter. Dissertation.
Technical University of Munich, Munich.
Roidl, M., Emmerich, J., Masoudinejad, M., Riesner, A., &
Hompel, M. ten. (2014). Entwicklung eines
Versuchsfelds für große Systeme intelligenter Behälter.
https://doi.org/10.2195/lj_Proc_roidl_de_201411_01
Romer, M., Zeiler, J., Meißner, S., & Fottner, J. (2018). The
Internet of Load Carriers - Design of a Cloud-based
Service System for Smart and Connected Load Carriers.
In Icete 2018: Proceedings of the 15th International
Joint Conference on e-Business and
Telecommunications: Porto, Portugal, July 26-28, 2018
(pp. 332–339). SCITEPRESS - Science and
Technology Publications Lda. https://doi.org/10.5220/
0006855403320339
Rosenthal, A. (2016). Ganzheitliche Bewertung modularer
Ladungsträgerkonzepte: Eine
Lebenszyklusbetrachtung. AutoUni Schriftenreihe: Vol.
93. Springer Fachmedien Wiesbaden; Imprint: Springer.
Schuh, G. (2012). Schlussbericht ReBox-Pool:
Logistikeffizienz durch rekonfigurierbare
Sonderladungsträger.
https://doi.org/10.2314/GBV:771026323
Verdouw, C., Sundmaeker, H., Tekinerdogan, B., Conzon,
D., & Montanaro, T. (2019). Architecture framework of
IoT-based food and farm systems: A multiple case
study. Computers and Electronics in Agriculture, 165,
104939.
https://doi.org/10.1016/j.compag.2019.104939
Wang, R. (2014). Konzeption und Entwicklung eines EPC-
basierten Datennetzwerkes in der Lebensmittel-Supply-
Evaluation of a Service System for Smart and Modular Special Load Carriers within Industry 4.0
85
Chain. Dissertation. Technical University of Munich,
Munich.
Zeiler, J., & Fottner, J. (2019). Architectural Design for
Special Load Carriers as Smart Objects in a Cloud-
based Service System. In 2019 IEEE 6th International
Conference on Industrial Engineering and Applications
(ICIEA) (pp. 644–652). IEEE. https://doi.org/10.1109/
IEA.2019.8714890
Zeiler, J., Romer, M., Röschinger, M., Fottner, J., &
Meißner, S. (2018). Entwicklung des
Sonderladungsträgers der Zukunft. ZWF Zeitschrift Für
Wirtschaftlichen Fabrikbetrieb, 113(1-2), 37–40.
https://doi.org/10.3139/104.111841
IN4PL 2020 - International Conference on Innovative Intelligent Industrial Production and Logistics
86