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SMILE IV

SMILE IV

SMILE IV - Safety analysis and verification/validation of MachIne LEarning based systems

Autonomous vehicles heavily rely on deep learning (DL) algorithms to function effectively. Nevertheless, it is still an open research question on how to implement DL methods in safety-critical applications.

Coordination; Project management, R&D
Active
Mobility
Västra Götaland Region
39 months
SEK 14 460 000
Division: Division Digital Systems and Societal Transformation

SMILE IV is the next research exploration in the roadmap of the SMILE program, leveraging the results of the previous projects SMILE I/II/III to further develop enabling technologies and implement safety assurance framework on the new types of transport services enabled by small autonomous vehicles: transport robots in factory settings and delivery robots in public spaces. 

SMILE IV focuses on optimizing and implementing the safety architecture and safety components for the two distinct use cases of small autonomous vehicles operating in different environments and conditions.

By challenging the approach with diverse use cases and requirements from different domains, the results from SMILE IV will be also of high interest for automotive and other industrial actors that plan to use DL to support autonomous functions in safety critical applications.

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Project end date: Autonomous vehicles Sekundär områdes navigation:
Artificial intelligence
Risk and security
Production and manufacturing

Safety of ammonia on board

SAMM - Safety of ammonia on board

Ammonia as a new and potentially climate-neutral fuel within shipping is being investigated from a safety perspective.

Coordinator
Completed
Risk and safety
1 år
475000
Division: Division Safety and Transport

Ammonia is heavily discussed as an alternative fuel to be used in shipping. The advantage of using ammonia as fuel is the already existing methods for producing "green" ammonia and ammonia does not release carbon dioxide upon combustion. Ammonia as fuel in shipping could contribute to reducing green house gas emissions from shipping. However, there are certain risks with ammonia. Ammonia is highly corrosive and toxic. Upon exposure, it may cause severe damage if ingested or comes into contact with skin or eyes. Inhaling ammonia gas can cause permanent damage to lungs and other mocous membranes.

The purpose of this pre-study is to examine potential barriers surrounding the introduction of ammonia as ship fuel, focusing on technical and operational safety aspects. The project's goal is to deepen the understanding of ammonia's potential as a ship fuel from a safety perspective. Furthermore the project wish to set ground for the industry's overarching goal of reducing greenhouse gas emissions in shipping.

In order to ensure relevance and broad industry involvement, the pre-study is conducted in collaboration with a diverse reference group of relevant stakeholders within the industry. Input from stakeholders (such as crew members, response units, ship and propulsion manufacturers, ship operators, classification societies, and government authorities) will be collected in a workshop format.

If you have an interest of participating in upcoming workshops, please contact the coordinator for further information."

Anna Karlsson

Brandingenjör
+46 10 516 69 73 Read more about Anna
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9. Industry, innovation and infrastructure
13. Climate action
The Gothenburg Energy port Bureau Veritas AFRY Yara Marine Technologies
Project end date: Maritime Sekundär områdes navigation:
Energy and electrification
Risk and security

Understanding real-world cybersecurity incident responses in Sweden

Incident postmortem
Incident Response

In an ever-evolving digital landscape, where the interconnectedness of systems and data introduces new challenges and vulnerabilities, understanding the sociotechnical dynamics of cybersecurity incidents and their aftermath has become a critical endeavor. 

Leader
Active
Cyber security Digitalisation
12 months
Division: Division Digital Systems and Societal Transformation

This pilot study delves into a comprehensive analysis of real-world cybersecurity incidents that have impacted various sectors within society. By examining the measures taken during and post-incident and the reevaluation of organisational security strategies, this study aims to uncover insights that could reshape future security practices.

The core hypothesis driving this study is multifaceted. Firstly, it postulates that organizations that have previously experienced major cybersecurity incidents are better equipped to handle subsequent incidents due to their transition to a heightened state of readiness for the vulnerabilities encountered in attacks, as well as for future cybersecurity threats in general. These experiences comprises both elevated security and awareness of vulnerabilities, as well as resilience through adapting practices that can cope operationally with disturbances in IT-systems, no matter their cause.

Furthermore, the study acknowledges the intricate interplay of human, organisational, and technological factors within cybersecurity incidents and their aftermath. It recognizes that robust security encompasses not only technological prowess, but also effective people-centric processes. The triad of people, processes, and technology forms the backbone of security, with individuals as the linchpin binding them together. Relatedly, the study recognises the importance of designing both technology and organisational structures to empower individuals to make informed decisions and navigate emerging risks in the rapidly evolving digital landscape.

The research draws on our ongoing investigation in human-centred cybersecurity leveraging insights from behavioural science to understand the decision-making processes involved in incident responses. The pilot study encompasses a diverse set of cybersecurity incidents that have occurred across different sectors in Sweden. From a ransomware incident that had far-reaching consequences for a local municipality to high-profile attacks on multinational corporations and sensitive medical records leakage, the study spans incidents with significant societal implications. The insights collected from these cases are expected to pave the way for continued research with tangible societal relevance, empowering stakeholders to effectively navigate the aftermath of cybersecurity incidents.

The outcomes of this pilot study are anticipated to extend beyond academia. The methods and competences cultivated through this research are poised to become invaluable assets, sought-after by industries and stakeholders alike to bolster their readiness and resilience against future incidents. As industry players grapple with the ever-present threat of cyberattacks, the research conducted here holds the potential to forge a path towards systematic learning from real-world incident experiences.

Asreen Rostami

Senior Researcher
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Magnus Eriksson

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Project end date: Cybersecurity Sekundär områdes navigation:
Digitalisation
Risk and security

RISE expertise supports offshore wind development in Sweden

Windmill park

The number of permit applications for offshore wind power along Sweden’s coasts is increasing significantly. Through analyses, test, verification, and consultation, RISE actively supports both wind power operators and authorities.

Offshore wind power is one of the most promising options for renewable electricity generation, and Sweden has great resource potential. As wind turbines become larger, the cost per kilowatt hour (KWh) produced decreases significantly.

According to the Swedish Energy Agency, Sweden’s total electricity consumption amounted to 140 terawatt hours (TWh) in 2022.

“The offshore wind power sites currently planned along the Swedish coast amount to 90 gigawatts (GW) of installed power,” says Nermina Saracevic, Senior Project Manager for Renewable Offshore Energy at RISE. “Most of these projects are in the application stage. If just half of them are implemented, it can cover all of Sweden’s current electricity needs.”

Overlapping interests create potential risks

The growing need for fossil free energy and the increasing establishment of offshore wind farms highlight the conflicting interests that exist between shipping, commercial fishing, environmental protection, and the production of renewable energy.

The permit process when developing new wind farms is complex and involves several state and regional authorities. On behalf of various project developers, RISE analyses potential nautical risks in the establishment and operation of wind farms. These are presented together with proposals for risk mitigation measures, which are then reviewed by the Swedish Maritime Administration, the Swedish Transport Agency, and other relevant stakeholders.

“When wind turbines are planned in areas with established shipping and fishing, new risks are created, and these need to be identified and minimised,” says Christian Schell, Head of Strategic Development – Maritime Environment, Risk and Operation at RISE. “RISE is an independent partner that supports a growing industry.”

 “A lot revolves around ensuring that there are sufficient margins between shipping lanes and the wind farm, while at the same time considering both the marine environment in general and national, commercial fishing. We have well-established methodology for investigating maritime traffic patterns, as well as proven calculation programs for calculating the probability of allisions, collisions and groundings. The current increase in applications requires an overview of the cumulative effects of the establishment of new offshore wind farms, along with their impact on ship traffic and the marine environment.”

When wind turbines are planned in areas with established shipping and fishing, new risks are created, and these need to be identified and minimised

Upgrading of Nordic ports

The permit process for offshore wind farms can take between 7 and 10 years and requires several different stakeholders to approve the project for it to become a reality. In addition, port infrastructure and supply chains need to be adapted, as their role in a future offshore wind establishment will be significant both in the short and long terms.

RISE, via the cluster platform OffshoreVäst, is leading the Swedish part of the NOW PORTS project. It aims to support Nordic ports in ensuring adequate surfaces and quays, and that expertise is in place to create an optimal supply chain when establishing and operating offshore wind power.

The project is a joint initiative where Sweden, Norway, and Denmark collaborate on issues related to future ports and offshore wind industry.

“In addition to infrastructure issues, Swedish wind power stakeholders have indicated a need for a national coordinator who can facilitate the development of offshore wind power between different authorities, as well as regional and local politicians who have an impact on the permit process,” says Nermina Saracevic, Project Manager of NOW PORTS at RISE. “As a neutral party, RISE can assume that role.”

Risk analyses, consultation, and testing

RISE offers expertise throughout the life cycle – from pre-analyses of a proposed establishment site to decommissioning and recycling of end-of-life turbines. We possess a significant pool of expertise in the area to support this, as well as test facilities for floating wind turbines, CFD analysis for wind, and hydrodynamic design and verification.

“Today, RISE is entrusted by the majority of project developers in Sweden, where various services, such as nautical risk analyses, consultation, and testing and verification constitute some of the largest service areas,” says Christian Schell. “RISE’s experts have delivered to all major projects that have received permits from the government. Commercial offers in combination with scientific research position RISE as a strong and valuable partner to the operators who are actively pushing for the establishment of offshore wind power in Scandinavia.”

Nermina Saracevic

Senior project manager
+46 10 516 59 81 Read more about Nermina
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Wind power Sekundär områdes navigation:
Infrastructure
Maritime
Risk and security
Service innovation

Network Automated Driving Regulations

Network AD Regulations
Astazero

The project Network Automated Driving Regulations brings together industry, authorities, and research in a network to discuss regulation of automated driving. Through roundtable discussions, analyses, and collaboration, the project identifies regulatory needs and contributes to policy development in Sweden and internationally.

Coordinator
Completed
Automated vehicles
29 månader
3 896 000
Division: Division Digital Systems and Societal Transformation

The purpose of the project is to create a structured forum for dialogue on the regulation of automated driving, where actors from industry, public authorities, and research can exchange experiences and contribute to the development of fit-for-purpose regulatory frameworks. Through roundtable discussions, mutual learning is enabled and understanding is fostered regarding how different actors interpret and work with regulatory frameworks. In parallel, the project conducts research activities to inform and support the forum.

The project not only supports vehicle manufacturers, operators, and other stakeholders in taking the next steps in the field of automated driving—regarding technological development, testing, and implementation—but also provides public authorities with valuable insights into how industry reasons about and interprets regulations. At the same time, public authorities are given the opportunity to provide input to industry and research. In this way, the project contributes to strengthening collaboration and creating a common foundation for future regulatory development—both nationally and internationally.

The project monitors developments in international and national regulatory frameworks affecting automated driving. Download the latest version of the report “Steering the Future: An Overview of Current and Upcoming Regulations in Automated Driving” (v1.0) here: https://ri.diva-portal.org/smash/record.jsf?pid=diva2%3A1903211&dswid=2841.

In a policy brief, we present key takeaways and highlights from the roundtable discussions held during the network's first year. You can access it here: https://urn.kb.se/resolve?urn=urn%3Anbn%3Ase%3Ari%3Adiva-76333. A second policy brief brings together the most important insights and reflections from the project's second and final year. Read it here: https://urn.kb.se/resolve?urn=urn%3Anbn%3Ase%3Ari%3Adiva-82795.

The project’s final report can be downloaded here:
https://urn.kb.se/resolve?urn=urn%3Anbn%3Ase%3Ari%3Adiva-80652.

Jenny Lundahl

Senior forskare/Rättslig expert
+46 10 228 40 62 Read more about Jenny
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3. Good health and well-being
9. Industry, innovation and infrastructure
11. Sustainable cities and communities
Result and Publication
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Project end date: Autonomous vehicles Sekundär områdes navigation:
Innovation management
Built environment
Risk and security

Fire testing of batteries - battery testing

Name of service (page headline, shown in promos – maximum of 70 characters incl. spaces): Fire testing of batteries - battery testing Lead (include SEO-words and the main benefits for your target groups. Stick to one paragraph, maximum 2-3 sentences):

The purpose of fire testing of batteries is to investigate the safety and performance of a battery under various conditions. This is a kind of safety-critical testing that often leads to severe fire and, in some cases, explosion.

Purpose/Benefit:

Before a battery is approved for use and put into service, it needs to be tested for fire testing and thermal propagation. This type of battery testing is an important part of battery development and is included in several battery standards.

What is fire testing of batteries?

Fire testing of a battery involves exposing the battery to open flames from an external fire for a period of time. This simulates a situation where the battery catches fire, which can occur during use. Such a situation could be, for example, in a vehicle crash or when there is a fire in a stationary energy store. An important part of fire tests is to see how the cells in a battery are protected by the enclosing casing.

Method (what/which methods are used to perform the service):

We perform fire tests on batteries in our safety critical testing lab. The lab has a large capacity and can house testing objects up to the size of a full-scale vehicle. The lab has extra thick walls, thick reinforcement and steel doors, allowing us to safely handle testing up to 8 MW. As the test environment is indoors, the environment is controlled and constant, which allows for repeatable tests and reliable results.

We offer sustainable fire testing

Fire testing causes toxic gases such as carbon monoxide, nitrogen dioxide, hydrochloric acid, hydrofluoric acid, hydrogen cyanide, benzene and toluene. In addition to safely handling these toxic and flammable gases, we make sure to minimize the environmental impact of our testing. Flue and gas are taken care of in our unique flue gas cleaning facility. We collect the extinguishing water from the test, and separate hazardous particles and send them to a landfill. All to test in the most possible sustainable way. 

Delivery (what does the client get after performed service – e.g. a report, certificate etc.):

You will receive a digitally signed technical report with test results. The report can be delivered in either Swedish or English.

On our area page for batteries you can read more about our work within batteries.

Here you can read more about safety-critical battery testing at RISE.

Area: Batteries Contact person (Enter one name per field. Activated personal contact pages will appear automatically):
Magnus Ling
Patrik Johansson, Affärsutvecklare
Batteries at RISE - fire and thermal propagation testing
Field measurements: No Price type: 1 Division: Division Safety and Transport Preparation: No preparation required Link to order form: Contact us Standards:

UN ECE R100
GTR 20
GB38031-2020
KMVSS-Art 18-3
SAE J2464
UL2580

Certification and marking: Other Certifications Type of service: Testing / Analysis / Evaluation Instrument: Voltage references General area:
Electricity
Combustion
Temperature
Order information: Want to learn more about battery fire testing? URL: Contact us Divison (OLD): Division Safety and Transport Delivery level:
Accredited
Non-accredited
magnus.ling@ri.se
/en/node/9710
9. Industry, innovation and infrastructure
11. Sustainable cities and communities
12. Responsible consumption and production
13. Climate action
Purpose - Header: What is fire testing of batteries? Metod - Header: We perform fire testing on large objects Delivery - Header: Test results
Request for quote
form
Batteries Sekundär områdes navigation:
Electromobility
Metrology
Fire safety
Risk and security
Tjänstetyp tagg: Provning

Inspel till nytt legalt instrument om säker automatiserad körning

Inspel till LIAV

På internationell nivå pågår just nu ett arbete med att utforma harmoniserade trafikregler för automatiserad körning i ett nytt legalt instrument. Detta kommer att ha stort inflytande på förutsättningarna för automatiserad körning i Sverige samt mellan Sverige och andra länder. Vi bidrar med forskningsbaserade underlag till det pågående arbetet.

Projektledare
Completed
Automatiserade fordon
30 månader
597 000
Division: Division Digitala system och samhällsomställning

Bakgrund och syfte

Automatiserad körning har potential att kunna revolutionera vårt sätt att resa och avsevärt förbättra trafiksäkerheten. Samtidigt kan det med den nya tekniken komma nya trafiksäkerhetsutmaningar. Det är viktigt att adressera dessa utmaningar för att säkerställa en säker och lyckad introduktion av automatiserade fordon i transportsystemet.

Inom FN:s ekonomiska kommission för Europa (UNECE) pågår just nu ett arbete med att ta fram ett nytt legalt instrument (new Legal Instrument on the use of Automated Vehicles in traffic, LIAV) som ska komplettera 1949 och 1968 års vägtrafikkonventioner. Det legala instrumentet ska innehålla definitioner och en uppsättning rättsliga bestämmelser för en säker användning av automatiserade fordon i trafik. Bestämmelserna ska syfta till att säkerställa trafiksäkerheten, särskilt för oskyddade trafikanter. En expertgrupp är tillsatt för att ta fram ett förslag till ett sådant legalt instrument. En uppgift för expertgruppen är att försöka identifiera relevanta trafiksäkerhetsrisker relaterade till automatiserade fordon, eftersom det nya legala instrumentet bör ta itu med dem.

Projektet ”Inspel till nytt legalt instrument om säker användning av automatiserade fordon” (eller ”Inspel till LIAV”) bidrar med forskningsbaserade underlag till det pågående arbetet på internationell nivå. Vi undersöker vad ett kommande legalt instrument behöver adressera för säkerhetsfrågor (och möjligen skyldigheter) för att automatiserad körning ska ske på ett säkert sätt. Det handlar om att identifiera, analysera och öka kunskapen om trafiksäkerhetsutmaningar och juridiska konsekvenser samt behovet av regler för att säkerställa trafiksäkerheten vid automatiserad körning.

Nytta/effekt

Projektet förväntas ge kunskap om minimikrav som bör ställas i ett nytt internationellt regelverk för automatiserad körning. Det kan ge värdefull information till frågan om hur automatiserad körning kan göra det säkrare i vägtrafiken.

Projektresultat

Slutrapporten finns att hämta här: https://urn.kb.se/resolve?urn=urn%3Anbn%3Ase%3Ari%3Adiva-78778. 

Jenny Lundahl

Senior forskare/Rättslig expert
+46 10 228 40 62 Read more about Jenny
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3.Hälsa och välbefinnande
7.Hållbar energi för alla
9.Hållbar industri, innovationer och infrastruktur
11.Hållbara städer och samhällen
12.Hållbar konsumtion och produktion
13.Bekämpa klimatförändringarna
Project end date: Autonoma fordon Sekundär områdes navigation:
Innovationsledning
Risk och säkerhet

Risk management

Risk management
Cyber security in total defense

Based on international standards (ISO 31000 and others) on risk management, risks in a number of different applications such as cyber, fire, food, construction, safety and security can be apreciated and managed. Key concepts whithin ISO 31000 is risk assessment that includes hazard or risk identification, risk analysis and risk evaluation.

The risk management process in ISO 31000 is visualized in the figure above. Key steps apart from the actual risk assessment is about problem framing, i.e. setting the context, and communication with those who own the risk or are affected by it. Based on our research and contacts with industry or via accident investigations, RISE has a unique competence in many areas and industries that is used in our work within risk. Depending on the area or industry, we also use other methodologies and standards such as ISO 22000.

Contact us for more information about what expertise we offer within your area.

Jonatan Gehandler

Forskare
+46 10 516 50 90 Read more about Jonatan
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Sixten Dahlbom

Projektledare
+46 10 516 55 50 Read more about Sixten
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More information:

RISE offers risk management expertise within the following areas:

  • Fire
  • Cyber
  • EMC
  • Communication
  • Infrastructure
  • Construction
  • Mikrobiology
  • Medical
  • Toxicology
  • Societal safety
  • Environment
  • Water

As well as within, among others, the following industries:

  • Chemical
  • Food
  • Transport
  • IT
  • Agriculture
  • Security
Division (OLD):
Division Bioeconomy
Do not use - Division Built Environment
Division Digital Systems and Societal Transformation
Division Materials and Industry
Division Safety and Transport
Division: Division Bioeconomy Risk and security

NoMR! - Improved Wildfire Preparedness through Cross-Sectoral Dialogue

NoMR!-Improved Wildfire Preparedness
Fire in undergrowth

The project aims to form a holistic description of vulnerability that is quantifiable and transferable from spatial and temporal variables. Using this as a basis, the distribution of responsibility and roles of actors can be described and processed in the cross-sectoral dialogue.

Participant
Active
Fire safety Climate adaptation
Not applicable
4 years
11 933 000 SEK
Division: Division Safety and Transport

The research project

The Formas project "Not My Responsibility! (NoMR!) - Improved Wildfire Preparedness through Cross-Sectoral Dialogue" aims to form a holistic description of vulnerability that is quantifiable and transferable from spatial and temporal variables. Using this as a basis, the distribution of responsibility and roles of actors can be described and processed in the cross-sectoral dialogue.

The climate and vegetation fires

Future climate is expected to prolong wildfire seasons in Sweden and increase the occurrence of severe dry spells. This will increase society’s vulnerability against wildfires which in turn requires climate change adaptation strategies among the public, home-owners, municipalities as well as land owners. What these climate adaptation strategies are, how they will be implemented and or who’s responsibility it is to maintain them is not clear.

Risk and vulnerability

In this project, we seek to add all subcomponents that together affects the risk and vulnerability against wildfires. We also seek to gather different actors from different sectors having different interests to form a cross-sectoral dialogue enabling a common understanding och knowledge base to assess vulnerability and determine responsibility between the different actors. The project aims to form a holistic description of vulnerability that is quantifiable and transferable from spatial and temporal variables.

Information and dialogue

The project will also start a programme for fire safe communities where educational material for climate adaptation on a local (homes and settlements), regional (land managers) and national perspectives will be provided. The project will also, in addition to preparedness, contribute with knowledge for guidance of suppression activities in the wildlandurban interface.

Per Blomqvist

Enhetschef
+46 10 516 56 70 Read more about Per
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11. Sustainable cities and communities
13. Climate action
Project end date: Climate adaptation Sekundär områdes navigation:
Fire safety
Risk and security
Service innovation

Virtual network improves supply chain risk and disruption management

Aerial view of international port with Crane loading containers in import export business logistics

Uncertainty about shipping arrival times is a major source of dissatisfaction among transport buyers. One solution is the 'Virtual Watch Tower Network' – a Facebook for transport, where everyone has their own page. Information about disruptions to deliveries and other important events is shared between stakeholders, giving cargo owners greater insight into the transport chain.

The self-organised transport ecosystem is made up of many players. In shipping, there are a few large shipping companies, but many more small ones. The number of shipping companies operating on the world's oceans (in 2021) was 15 200. Shipping companies own a total of 56 000 vessels, which visited more than 5 600 ports during the year.

The reality is similar for other transport modes. Complexity and competition contribute to a reluctance – and habit – of sharing information. But now it looks like a change and a rapprochement is underway.

"The patience of goods owners is wearing thin. They are tired of receiving inadequate – and sometimes no – information about when their goods will arrive at their final destination," says Mikael Lind, Senior Researcher at RISE and initiator of the Virtual Watch Tower Network concept.

Predictability creates competitive advantage

In practice, it is not possible to book an exact time for loading or unloading goods. In many cases, the port works on a first-come, first-served basis. This means that many ships circulate in or outside the port for long periods waiting to be served. The cargo often includes containers of goods to be shipped to an end customer.

Mikael Lind uses Stora Enso as an example:

"They buy large amounts of transport every year and want to halve their emissions by 2030 compared to their emissions in 2019. This means that their choice of transport operator is very important, and those who can offer better predictability have a big competitive advantage."

The patience of goods owners is wearing thin

Shared data for greater insight

The idea behind the Virtual Watch Tower, the vision for the solution that a larger community will now co-create, is that everyone who joins agrees to share their data by signing a power of attorney. Everyone in the cargo owner's transport corridors will have access to their own watch tower, where information about important events such as route planning, delays and port readiness will be shared. The aim is to give the cargo owner, who pays for the transport, confidence that any disruptions will be resolved by the parties involved. The level of emissions will also be reported and monitored.

The Virtual Watch Tower Network concept is a further development of the CDM concept that RISE has been working on for many years (see e.g. PortCDM, YardCDM, StationCDM). The common denominator is increased transparency in the transport chain through digitisation. But there is an important difference: while the CDM was designed to coordinate separate transport nodes (railway stations, airports and ports), the Virtual Watch Tower Network concept is an end-to-end solution. It involves all the players involved in a transport operation, regardless of the mode of transport.

Pilot project demonstrates building blocks

RISE, together with its counterpart in Singapore, A*STAR/IHPC, is leading the work to connect stakeholders, but also to create arenas for innovation and demonstration of the system.

"In the pilot project we had 50 stakeholders (cargo owners, transport operators, service providers and research partners) in shipping, rail and road transport. And more are joining. With the Virtual Watch Tower Network, we have found a network solution that recognises the sovereignty of each actor, and that is something that is perceived as very meaningful," says Kenneth Lind, Senior Researcher at RISE and Project Manager for the pilot project.

During Singapore Maritime Week in late April 2023, the RISE Virtual Watch Tower Network demonstrated the concept for the first time in a public context. The next step will be to develop and demonstrate the key building blocks of the concept during a two-year pilot project, funded by Vinnova and its Singaporean counterpart, the Singapore Maritime Institute.

"I see huge potential in this solution. It fills a gap for something that a global industry sees as a challenge. Using digital technology, it is helping to create important value both for the organisation and for society at large," concludes Kenneth Lind.

Virtual Watch Tower Network

Virtual Watch Tower Network (VWT) är en nätverksbaserad systemlösning som byggs, används och styrs av en gemenskap som är ansluten genom en digital middleware som länkar samman de olika gemenskapsmedlemmarnas VWT:er för att driva kollektiv intelligens och samarbete i globala nätverk för försörjningskedjor för att förbättra hanteringen av risker och störningar i försörjningskedjan.

Läs mer på www.virtualwatchtower.org

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Kenneth Lind

Forskningsledare
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Logistics Sekundär områdes navigation:
Innovation management
Digitalisation
Maritime
Risk and security