Publications

Optimizing Steelmaking with Models, AI, and Federated and Continual Learning

2025trade journalALCHIMIA project

P. Kannisto, B. Kleimt, S. Dettori, L. Laid, L. Vannini, S. Cateni, T.A. Branca, V. Colla, and A. Alcazar Fernandez
Automaatioväylä, 41(1)

Resilient, Adaptive Industrial Self-X AI Pipeline with External AI Services: A Case Study on Electric Steelmaking

2024articles-X-AIPI project

P. Kannisto, Z. Kargar, G. Alvarez, B. Kleimt, and A. Arteaga
Processes, 12(12)

Distributed Service Choreography Framework for Interoperability Among Prosumers and Electric Power System

2023articleDisMa project

P. Kannisto, E. Gümrükcü, F. Ponci, A. Monti, S. Repo, and D. Hästbacka
IEEE Access, 11

External Token-based Authorization of Data-driven Integrations and Service Compositions in MQTT 5

2023conferenceDisMa projectINGA project

D. Hästbacka, M. Tran, P. Kannisto, M. Filppula, and P. Varga
49th Annual Conference of the IEEE Industrial Electronics Society (IECON)

Timeseries on IIoT Platforms: Requirements and Survey for Digital Twins in Process Industry

2023preprints-X-AIPI project

C. Nölle and P. Kannisto

Open Data Platform Tools for Energy Service Ecosystem in Urban Superblocks

2023conferenceDisMa project

M. Filppula, P. Kannisto, and D. Hästbacka
IEEE International Conference on Industrial Informatics (INDIN)

Electricity System Built on Cyber-physical Enterprises: Architecture Analysis

2023articleDisMa projectINGA project

P. Kannisto, A. Supponen, S. Repo, and D. Hästbacka
IFAC-PapersOnLine, 56(2)

Communication Approach and Framework for Distributed Path Planning Optimization of Industrial Vehicles

2023seminarFEMMa project

P. Kannisto, T. Juntunen, R. Heikkilä, M. Vilkko, and D. Hästbacka
Automaatiopäivät 2023

Digitalized Cross-organizational Interoperability in Industrial Business Ecosystems: Implications and Models for Process Industry

2022conferenceNIC FI project

P. Kannisto and D. Hästbacka
Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics - Volume 1: EI2N (IN4PL/EI2N)

Interoperability of OPC UA PubSub with Existing Message Broker Integration Architectures

2022conferenceCOCOP projectDisMa project

D. Hästbacka, P. Kannisto, and A. Kätkytniemi
48th Annual Conference of the IEEE Industrial Electronics Society (IECON)

Data Autonomy in Message Brokers in Edge and Cloud for Mobile Machinery: Requirements and Technology Survey

2022conferenceFEMMa project

P. Kannisto and D. Hästbacka
27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)

SimCES platform for modular simulation: Featuring platform independence, container ecosystem, and development toolkit

2022articleDisMa projectProCemPlus project

P. Kannisto, V. Heikkilä, O. Hylli, M. Attar, S. Repo, and K. Systä
SoftwareX, 19

A comparative study on multi-agent and service-oriented microgrid automation systems from energy internet perspective

2022articleDisMa project

M. Tanjimuddin, P. Kannisto, P. Jafary, M. Filppula, S. Repo, and D. Hästbacka
Sustainable Energy, Grids and Networks, 32

Plant-wide interoperability and decoupled, data-driven process control with message bus communication

2022articleCOCOP project

P. Kannisto, D. Hästbacka, T. Gutiérrez, O. Suominen, M. Vilkko, and P. Craamer
Journal of Industrial Information Integration, 26

Software and Communications Platform for Simulation Environment of Complex Energy System (SimCES)

2021conferenceProCemPlus project

P. Kannisto, O. Hylli, V. Heikkilä, A. Supponen, T. Aaltonen, S. Repo, K. Systä, A. Keski-Koukkari, A. Safdarian, and A. Kulmala
2021 IEEE Madrid PowerTech

Software Toolkit for Development of Interoperable Communications in Data-driven Systems

2021articleCOCOP project

P. Kannisto, A. Kätkytniemi, M. Vilkko, and D. Hästbacka
IFAC-PapersOnLine, 54(1)

Information Exchange Architecture for Collaborative Industrial Ecosystem

2020articleColma project

P. Kannisto, D. Hästbacka, and A. Marttinen
Information Systems Frontiers, 22(3)

ICT-arkkitehtuuri suurten laitosten koordinoivaan optimointiin

2019trade journalCOCOP project

P. Kannisto, D. Hästbacka, K. Rainio, J. Leinonen, J. Savolainen, and M. Vilkko
Automaatioväylä, 35(5)

Distributed Industrial System Architectures: Exploiting Information and Knowledge to Increase Efficiency

2019thesisCOCOP projectColma projectD2I project

P. Kannisto
Doctoral dissertation

Plant-wide Communication Architecture Enabling Online Life Cycle Assessment

2019seminarCOCOP project

P. Kannisto, D. Hästbacka, K. Rainio, J. Leinonen, M. Alarotu, T. Pajula, J. Savolainen, and M. Vilkko
Automaatiopäivät 23

Cloud-based Management of Machine Learning Generated Knowledge for Fleet Data Refinement

2019book chapterD2I project

P. Kannisto and D. Hästbacka
Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016; Communications in Computer and Information Science, vol 914)

Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control

2018conferenceCOCOP project

D. Hästbacka, P. Kannisto, and M. Vilkko
44th Annual Conference of the IEEE Industrial Electronics Society (IECON)

Information Models and Information Exchange in Plant-wide Monitoring and Control of Industrial Processes

2018conferenceCOCOP project

D. Hästbacka, P. Kannisto, and M. Vilkko
Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K KMIS)

Asynchronous Communication Platform Concept to Coordinate Large-scale Industrial Processes

2018articleCOCOP project

P. Kannisto and D. Hästbacka
IFAC-PapersOnLine, 51(11)

System Architecture for Mastering Machine Parameter Optimisation

2017articleD2I project

P. Kannisto, D. Hästbacka, and S. Kuikka
Computers in Industry, 85

Enabling Centralised Management of Local Sensor Data Refinement in Machine Fleets

2016conferenceD2I project

P. Kannisto and D. Hästbacka
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K KMIS)

Service Architecture and Interface Design for Mobile Machine Parameter Optimization System

2015articleD2I project

P. Kannisto, D. Hästbacka, M. Vilkko, and S. Kuikka
IFAC-PapersOnLine, 48(3)

Teollista Internetiä työkoneissa – palveluarkkitehtuuri suorituskyvyn optimointiin

2015seminarD2I project

P. Kannisto, D. Hästbacka, and S. Kuikka
Automaatio XXI

Distributed Knowledge Management Architecture and Rule Based Reasoning for Mobile Machine Operator Performance Assessment

2014conferenceD2I project

P. Kannisto, D. Hästbacka, L. Palmroth, and S. Kuikka
Proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS)

Kannisto.org

One publication

All publications