Läsår 2023 - 2024

•   Artificial Intelligence, Machine Learning, Human - Machine Interaction AMO22AI01-3002 01.01.2024-31.07.2024  5 sp  (AMO23HP-Å) +-
  Studieperiodens (kursens) lärandemål

  The Student
  
  - has an basic understanding of AI and the history of AI.
  - has knowledge of where AI is used and its development today.
  - has an basic understanding of different machine learning algorithms and their future possibilities
  - can recognize different inputs used in AI and machine learning
  - recognises the possibilities to get information and data from different systems and how Human - Machine Interaction is adapted in autonomous vessels

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  - Administrative matters
  - Computational thinking and algoritms - What is computing? Algorithms and complexity
  - Introduction to AI and Autonomy - What is AI? How do you define Autonomy?
  - Agents and Search - How to solve problems with “Good old-fashioned AI”
  - Introduction to Machine Learning - Overview of ML, Risks and Problems with ML
  - Supervised learning - Basic supervised learning through regression
  - Machine vision - Deep neural networks, Image segmentation, Image detection, Image recognition
  - Reinforcement learning - Reinforcement learning as search, Autonomy and reinforcement learning
  - Industrial Internet - What is IoT? What is a Digital Twin?
  - Sensors and Sensor fusion - Situational awareness, LIDAR, IR, GNSS and IMU’s
  - Autonomy and Safety - Software safety, Liability, Accountability

  Bedömningskriterier

  Bedömningskriterier - tillfredsställande-synnerligen tillfredsställande (1-2)

  Sufficient 1
  Theory and methodology are poorly understood and implemented in Autonomous Maritime Operation related tasks/ assignments.
  Research, communication and documentation are hardly acceptable.
  Active participation.
  Satisfactory 2
  Appear to grasp theory and have made a start in showing its applicability in Autonomous Maritime Operation related tasks/ assignments. Research, communication and documentation are acceptable.
  Active participation.

  Bedömningskriterier - goda-synnerligen goda (3-4)

  Good 3
  Understanding of theory and applicability of methods in Autonomous Maritime Operation related tasks/ assignments, but work could be stronger.
  Research, service design, communication and documentation are good.
  Active participation.
  Very Good 4
  General understanding of theory and methods, very good implementation in Autonomous Maritime Operation related tasks/ assignments.
  Reliable research, innovative service design and communication and documentation on good level.
  Very active participation.

  Bedömningskriterier - berömliga (5)

  Excellent 5
  Mastery of theory and methods, proficiency of implementation of them in Autonomous Maritime Operation related tasks/ assignments.
  Outstanding research, innovative service design and excellent communication and documentation.
  Very active participation.

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  01.01.2024 - 31.07.2024

  Anmälningstid

  02.12.2023 - 31.12.2023

  • 5 sp

  Grupp(er)

  • AMO23HP-Å

  Lärare

  Johan Westö

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Autonomous Vessels - Automation AMO22AV01-3002 01.11.2023-01.02.2024  5 sp  (AMO23HP-Å) +-
  Studieperiodens (kursens) lärandemål

  The Student:
  
  - has an overall picture about automation and control, what is automated today and what developments are likely or possible in the future.
  - can recognize what technology and different solutions is needed for autonomous vessels.
  - can recognize what new risks the autonomous vessels will face and how they can be mitigated.

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  Control Engineering: Dynamical systems, Transfer functions, Feedback control
  Autopilot
  Sensors and sensor processing
  Digital solutions and services
  Calculations: Overshoot, damping, stability, controller parameters using different methods etc
  Control simulations with Matlab/Simulink

  Bedömningskriterier

  Bedömningskriterier - tillfredsställande-synnerligen tillfredsställande (1-2)

  Sufficient 1
  Theory and methodology are poorly understood and implemented in Autonomous Maritime Operation related tasks/ assignments.
  Research, communication and documentation are hardly acceptable.
  Active participation.
  Satisfactory 2
  Appear to grasp theory and have made a start in showing its applicability in Autonomous Maritime Operation related tasks/ assignments. Research, communication and documentation are acceptable.
  Active participation.

  Bedömningskriterier - goda-synnerligen goda (3-4)

  Good 3
  Understanding of theory and applicability of methods in Autonomous Maritime Operation related tasks/ assignments, but work could be stronger.
  Research, service design, communication and documentation are good.
  Active participation.
  Very Good 4
  General understanding of theory and methods, very good implementation in Autonomous Maritime Operation related tasks/ assignments.
  Reliable research, innovative service design and communication and documentation on good level.
  Very active participation.

  Bedömningskriterier - berömliga (5)

  Excellent 5
  Mastery of theory and methods, proficiency of implementation of them in Autonomous Maritime Operation related tasks/ assignments.
  Outstanding research, innovative service design and excellent communication and documentation.
  Very active participation.

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  01.11.2023 - 01.02.2024

  Anmälningstid

  02.07.2023 - 15.11.2023

  • 5 sp

  Grupp(er)

  • AMO23HP-Å

  Lärare

  Katarina Sandström

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Classification, Qualification and Safety Perspectives AMO22CQ01-3002 02.11.2023-11.01.2024  5 sp  (AMO22HP-Å) +-
  Studieperiodens (kursens) lärandemål

  The student
  
  - is familiar with classification processes and requirements developed by national and international maritime authorities of autonomous vessels.
  - has an overall picture of safety and security on autonomous vessels including risk assessment. processes and risk handling.
  - understands the role & responsibilities of ship masters / operators and ship owners.

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  -Requirements developed by national and international maritime authorities of autonomous vessels.
  -The role of classification societies.
  -Safety and security on autonomous vessels including risk assessment, processes and risk handling.
  -The role & responsibilities of ship masters / operators and ship owners.
  -Simulator exercise including risk assessment.

  Bedömningskriterier

  Bedömningskriterier - tillfredsställande-synnerligen tillfredsställande (1-2)

  Sufficient 1
  Theory and methodology are poorly understood and implemented in Autonomous Maritime Operation related tasks/ assignments.
  Research, communication and documentation are hardly acceptable.
  Active participation.
  Satisfactory 2
  Appear to grasp theory and have made a start in showing its applicability in Autonomous Maritime Operation related tasks/ assignments. Research, communication and documentation are acceptable.
  Active participation.

  Bedömningskriterier - goda-synnerligen goda (3-4)

  Good 3
  Understanding of theory and applicability of methods in Autonomous Maritime Operation related tasks/ assignments, but work could be stronger.
  Research, service design, communication and documentation are good.
  Active participation.
  Very Good 4
  General understanding of theory and methods, very good implementation in Autonomous Maritime Operation related tasks/ assignments.
  Reliable research, innovative service design and communication and documentation on good level.
  Very active participation.

  Bedömningskriterier - berömliga (5)

  Excellent 5
  Mastery of theory and methods, proficiency of implementation of them in Autonomous Maritime Operation related tasks/ assignments.
  Outstanding research, innovative service design and excellent communication and documentation.
  Very active participation and strong execution.

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  02.11.2023 - 11.01.2024

  Anmälningstid

  02.07.2023 - 01.11.2023

  • 5 sp

  Grupp(er)

  • AMO22HP-Å

  Antal studerande (min. - max.)

  0 - 50

  Lärare

  Ahti Hyppönen

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Cyber Security and Connectivity AMO22CS01-3002 28.09.2023-31.01.2024  5 sp  (AMO23HP-Å) +-
  Studieperiodens (kursens) lärandemål

  The student
  - understand risk management and information security.
  - understands current main threats to cyber security and connectivity in shipping and autonomous vessels.
  - has gained capabilities to mitigate risks in information security and cyber security.
  - understands possibilities and limitations of connectivity for autonomus vessels.

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  - risk management and information security.
  - current main threats to cyber security and connectivity in shipping and autonomous vessels.
  - how to mitigate risks in information security and cyber security. 
  - possibilities and limitations of connectivity for autonomous vessels.

  Bedömningskriterier

  Bedömningskriterier - tillfredsställande-synnerligen tillfredsställande (1-2)

  Sufficient 1
  Theory and methodology are poorly understood and implemented in Autonomous Maritime Operation related tasks/ assignments.
  Research, communication and documentation are hardly acceptable.
  Active participation.
  Satisfactory 2
  Appear to grasp theory and have made a start in showing its applicability in Autonomous Maritime Operation related tasks/ assignments. Research, communication and documentation are acceptable.
  Active participation.

  Bedömningskriterier - goda-synnerligen goda (3-4)

  Good 3
  Understanding of theory and applicability of methods in Autonomous Maritime Operation related tasks/ assignments, but work could be stronger.
  Research, service design, communication and documentation are good.
  Active participation.
  Very Good 4
  General understanding of theory and methods, very good implementation in Autonomous Maritime Operation related tasks/ assignments.
  Reliable research, innovative service design and communication and documentation on good level.
  Very active participation.

  Bedömningskriterier - berömliga (5)

  Excellent 5
  Mastery of theory and methods, proficiency of implementation of them in Autonomous Maritime Operation related tasks/ assignments.
  Outstanding research, innovative service design and excellent communication and documentation.
  Very active participation

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  28.09.2023 - 31.01.2024

  Anmälningstid

  15.06.2023 - 27.09.2023

  • 5 sp

  Grupp(er)

  • AMO23HP-Å

  Lärare

  Thomas Finne

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Master's Thesis - Part 1 AMO22MT01-3002 01.01.2024-31.07.2024  10 sp  (AMO23HP-Å) +-
  Studieperiodens (kursens) lärandemål

  Master´s Thesis 1
  
  The student
  - can plan and develop a suitable objective and research project
  - can choose a suitable method for the project
  - has written a description of the research problem following principles in academic writing
  - can present the thesis project
  - is able to revise the project after receiving feedback.

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  - to plan and develop a suitable objective and research project
  - to choose a suitable method for the project
  - to write a description of the research problem following principles in academic writing
  - presenting the thesis project
  - to revise the project after receiving feedback.

  ---

  Lärare

  Thomas Finne

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  01.01.2024 - 31.07.2024

  Anmälningstid

  02.12.2023 - 31.07.2024

  • 10 sp

  Grupp(er)

  • AMO23HP-Å

  Lärare

  Thomas Finne

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Master's Thesis - Part 2 AMO22MT02-3001 01.08.2023-31.07.2024  10 sp  (AMO22HP-Å) +-
  Studieperiodens (kursens) lärandemål

  Master`s Thesis 2
  At the second stage the process continues by gathering information and combining the theoretical framework and empirical work. A meaningful development project is usually based on the requirements of working life commissions.
  
  The student
  - is able to critically evaluate the used sources and methods
  - can select applicable sources and uses them systematically
  - is able to use the methods chosen for the project
  - is able to self-evaluate and discuss work(s) in progress
  - can present and discuss work(s) in progress.

  Förkunskapskrav

  Thesis part No1.

  Studieperiodens (kursens) innehåll

  The process continues by gathering information and combining the theoretical framework and empirical work. A meaningful development project is based on the requirements of working life commissions.

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  01.08.2023 - 31.07.2024

  Anmälningstid

  02.07.2023 - 31.07.2024

  • 10 sp

  Grupp(er)

  • AMO22HP-Å

  Lärare

  Johanna Salokannel, Thomas Finne, Katarina Sandström

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Master's Thesis - Part 3 AMO22MT03-3001 01.01.2024-31.12.2024  10 sp  (AMO22HP-Å) +-
  Studieperiodens (kursens) lärandemål

  The student:
  - masters the methods and practices used in the maritime industry and is able to complete a thesis
  - is able to document the final results and report the project according to good ethical principles
  - is capable to give a presentation as well as to publish the thesis
  - the thesis writer follows all thesis and thesis process related steps and rules.

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  -finalizes the thesis.
  -presents, after receiving permission from the supervisor and reviewer, the Thesis.
  -after an approved presentation a written maturity test is done.
  -after potential updates of the presented thesis, and the approval from both supervisor and reviewer, the thesis is published by the Student on: Theseus.fi

  ---

  Lärare

  Thomas Finne

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Tajmning

  01.01.2024 - 31.12.2024

  Anmälningstid

  02.12.2023 - 31.12.2024

  • 10 sp

  Grupp(er)

  • AMO22HP-Å

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Remote Operations AMO22RO01-3002 11.09.2023-31.12.2023  5 sp  (AMO22HP-Å) +-
  Studieperiodens (kursens) lärandemål

  The student
  - is able to recognize different Human Factors involved in Remote operations
  - is familiar with existing surveillance and fleet management operation centres
  - knows how to perform and communicate during Remote monitoring and operations
  - understands the existing technology used in remote operations

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  - Dealing with the Concept of Remote Operations
  General overview of Remote Operations
  Remote Operations in various maritime domains
  Objectives of remote operations – why ?
  - Prerequisites for remote operations
  General technological development
  Sensor technology that enables remote operations
  Status of technological development – where are we now
  - The operation of maritime remote operation center
  Current understanding of ROC manning
  Roles and responsibilities
  - Human Factors and operational safety
  Human factor issues and challenges in remote operations
  Human decision making and human error
  UX and automation awareness
  - The future of remote operations – a general overview

  Bedömningskriterier

  Bedömningskriterier - tillfredsställande-synnerligen tillfredsställande (1-2)

  Sufficient 1
  Theory and methodology are poorly understood and implemented in Autonomous Maritime Operation related tasks/ assignments.
  Research, communication and documentation are hardly acceptable.
  Active participation.
  Satisfactory 2
  Appear to grasp theory and have made a start in showing its applicability in Autonomous Maritime Operation related tasks/ assignments. Research, communication and documentation are acceptable.
  Active participation.

  Bedömningskriterier - goda-synnerligen goda (3-4)

  Good 3
  Understanding of theory and applicability of methods in Autonomous Maritime Operation related tasks/ assignments, but work could be stronger.
  Research, service design, communication and documentation are good.
  Active participation.
  Very Good 4
  General understanding of theory and methods, very good implementation in Autonomous Maritime Operation related tasks/ assignments.
  Reliable research, innovative service design and communication and documentation on good level.
  Very active participation.

  Bedömningskriterier - berömliga (5)

  Excellent 5
  Mastery of theory and methods, proficiency of implementation of them in Autonomous Maritime Operation related tasks/ assignments.
  Outstanding research, innovative service design and excellent communication and documentation.
  Very active participation.

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  11.09.2023 - 31.12.2023

  Anmälningstid

  15.06.2023 - 13.09.2023

  • 5 sp

  Grupp(er)

  • AMO22HP-Å

  Lärare

  Johanna Salokannel

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  H-5

•   Research and Research Methods AMO22MI02-3002 31.08.2023-31.12.2023  4 sp  (MMM23HP-Å, ...) +-
  Studieperiodens (kursens) lärandemål

  The aim of the course is to give the student the tools for choosing a suitable method and plan for the master's thesis.
  
  The student:
  - has a deeper understanding about what research is, how it can be done and what it is used for
  - knows the importance of formulating research problems
  - knows how to write a research plan and is prepared to start that work.
  - is familiar with different research methods, emphasizing methods suitable for the industry

  Förkunskapskrav

  No prerequisites.

  Studieperiodens (kursens) innehåll

  To learn what a research is, how it can be done, what it is used for.
  How to formulate research problems
  How to write a research plan
  To learn the different research methods, emphasizing methods suitable for the industry.

  Bedömningskriterier

  Bedömningskriterier - tillfredsställande-synnerligen tillfredsställande (1-2)

  Sufficient 1
  Theory and methodology are poorly understood and implemented in Autonomous Maritime Operation related tasks/ assignments.
  Research, communication and documentation are hardly acceptable.
  Active participation.
  Satisfactory 2
  Appear to grasp theory and have made a start in showing its applicability in Autonomous Maritime Operation related tasks/ assignements. Research, communication and documentation are acceptable.
  Active participation.

  Bedömningskriterier - goda-synnerligen goda (3-4)

  Good 3
  Understanding of theory and applicability of methods in Autonomous Maritime Operation related tasks/ assignements, but work could be stronger.
  Research, service design, communication and documentation are good.
  Active participation.
  Very Good 4
  General understanding of theory and methods, very good implementation in Autonomous Maritime Operation related tasks/ assignements.
  Reliable research, innovative service design and communication and documentation on good level.
  Very active participation.

  Bedömningskriterier - berömliga (5)

  Excellent 5
  Mastery of theory and methods, proficiency of implementation of them in Autonomous Maritime Operation related tasks/ assignements.
  Outstanding research, innovative service design and excellent communication and documentation.
  Very active participation.

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  31.08.2023 - 31.12.2023

  Anmälningstid

  15.06.2023 - 06.09.2023

  • 4 sp

  Grupp(er)

  • MMM23HP-Å
  • AMO23HP-Å

  Lärare

  Thomas Finne, Katarina Sandström

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  Godkänd/Underkänd

•   Riskhantering VAL230014-3004 06.05.2024-24.05.2024  1 sp +-
  Studieperiodens (kursens) lärandemål

  Kursen är inom ’Cirkus’ projektet.
  
  Målet är att deltagarna erhåller en översikt i aktuella risker, cases, samt teorier och metoder inom riskhantering. Vidare kommer kursen ge en insyn i vad som förväntas av moderna företag och ledare i dessa frågor.
  
  Målgrupp för kursen: Ledare inom industri och näringsliv.

  Förkunskapskrav

  Deltagare: Ledare inom industri och näringsliv.

  Studieperiodens (kursens) innehåll

  Vad är Riskhantering ? Varför Riskhantering ? Moduler i Riskhantering, cases, teorier och metoder i RM.

  Tilläggsuppgifter

  Obs
  Vid frågor angående kursens innehåll kontakta kursens dragare: thomas.finne@novia.fi
  Ifall frågor om användandet av systemena Moodle och/eller Peppi, kontakta: Martina Englund-Perälä
  email: martina.englund-perala@novia.fi

  ---

  Lärare

  Thomas Finne

  Prestationssätt

  Kontaktundervisning

  Studiematerial och rekommenderad litteratur

  Förutom undervisningsmaterial, källa rekommenderad av läraren: Någon av upplagorna i: Brealey & Myers. Principles of Corporate Finance.

  Undervisningsmetoder

  Kursen förverkligas i form av inbandade föreläsningar på Webex, fallstudier (cases), och övningsarbetet i anknytning till det egna företaget. Kursarbeten utförs i Novias kursplattform Moodle. Kursen hålls huvudsakligen på det engelska språket. Inlämningsuppgiften skrivs på engelska,

  Bedömningsmetoder (förverkligande) och -kriterier (studieperioder/kurser)

  Skala: Godkänd eller Underkänd

  Undervisningsspråk

  Engelska

  Tajmning

  06.05.2024 - 24.05.2024

  Anmälningstid

  11.12.2023 - 23.04.2024

  • 1 sp

  Lärare

  Martina Englund-Perälä, Thomas Finne

  Tilläggsuppgifter för studerande

  Participants and Target group: Leaders / Managers in industry and business.
  
  Note ! this course is not at Bachelor or Master level but it is a course targeted to industry professionals.
  --------------------

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  Godkänd/Underkänd

  Förverkligandets alternativa prestationssätt

  Inlämnad rapport i Moodle. Instruktioner för rapporten genomgås under föreläsningarna.
  
  Kursen startar maj 6 och avslutas maj 24 varefter de inlämnade rapporterna genomgås och vitsord ges (i och med högskolans sommarledigheter) senast i augusti/tidig september-24.

•   Studying in the Master's Program MM22AE41-3002 07.09.2023-29.12.2023  1 sp  (MMM23HP-Å, ...) +-
  Studieperiodens (kursens) lärandemål

  The aim of the introduction is the ensure that the student is able to successfully work with the studies.
  
  The student:
  - is able to use the e-learning platform
  - is aware of the characteristics of distance studies
  - knows how to submit materials
  - knows the principles of academic writing and referencing
  - is familiar with different tools for communicating with lecturers

  Förkunskapskrav

  No pre-requisites

  Studieperiodens (kursens) innehåll

  Familiarization with:
  - Moodle
  - other on-line application according to lecturer's choice
  - Novia library facilities
  - Novia procedures and forms (e.g. recognizing previous studies)
  - Student Services
  - other issues considered important

  ---

  Prestationssätt

  Kontaktundervisning

  Undervisningsspråk

  Engelska

  Tajmning

  07.09.2023 - 29.12.2023

  Anmälningstid

  15.06.2023 - 06.09.2023

  • 1 sp

  Grupp(er)

  • MMM23HP-Å
  • AMO23HP-Å

  Lärare

  Thomas Finne

  Ansvarig enhet

  Institutionen för teknik och sjöfart

  Utbildning

  Autonomous Maritime Operations

  Vitsordsskala

  Godkänd/Underkänd

Läsår 2024 - 2025

Inga förverkliganden har kopplats till utbildningen.