A concept of an agent-augmented process automation system. - Ilkka Seilonen; Pekka Appelqvist; Mika Vainio; Aarne Halme; Kari Koskinen (ISIC, 2002)

Heterogeneous Agents Cooperating: Robots, Field Devices, and Process Automation Integrated with Agent Technology. - Pekka Appelqvist; Ilkka Seilonen; Mika Vainio; Aarne Halme; Kari Koskinen (DARS, 2002)

Distributed planning agents for intelligent process automation. - Ilkka Seilonen; Teppo Pirttioja; Pekka Appelqvist; Aarne Halme; Kari Koskinen (CIRA, 2003)

An Approach to Process Automation Based on Cooperating Subprocess Agents. - Ilkka Seilonen; Teppo Pirttioja; Pekka Appelqvist; Aarne Halme; Kari Koskinen (HoloMAS, 2003)

Agent-Based Architecture for Information Handling in Automation Systems. - Teppo Pirttioja; Ilkka Seilonen; Pekka Appelqvist; Aarne Halme; Kari Koskinen (BASYS, 2004)

Reactive and deliberative control and cooperation in multi-agent system based process automation. - Ilkka Seilonen; Kari Koskinen; Teppo Pirttioja; Pekka Appelqvist; Aarne Halme (CIRA, 2005)

Information Access and Control Operations in Multi-agent System Based Process Automation. - Ilkka Seilonen; Teppo Pirttioja; Antti Pakonen; Pekka Appelqvist; Aarne Halme; Kari Koskinen (HoloMAS, 2005)

Proactive Computing in Process Monitoring: Information Agents for Operator Support. - Antti Pakonen; Teppo Pirttioja; Ilkka Seilonen; Teemu Tommila (ETFA, 2006)

An extended process automation system: an approach based on a multi-agent system. - Ilkka Seilonen (2006)

OWL based information agent services for process monitoring. - Antti Pakonen; Teemu Tommila; Teppo Pirttioja; Ilkka Seilonen (ETFA, 2007)

Information Agents Handling Semantic Data as an Extension to Process Monitoring Systems. - Teppo Pirttioja; Ilkka Seilonen; Antti Pakonen; Aarne Halme; Kari Koskinen (HoloMAS, 2007)

Extending process automation systems with multi-agent techniques. - Ilkka Seilonen; Teppo Pirttioja; Kari Koskinen (Eng. Appl. Artif. Intell., 2009)

SOA-Based integration for batch process management with OPC UA and ISA-88/95. - Jouko Virta; Ilkka Seilonen; Antti Tuomi; Kari Koskinen (ETFA, 2010)

Design Process Model for Optimizing Design of Continuous Production Processes. - Mika Strömman; Ilkka Seilonen; Jukka Peltola; Kari Koskinen (SIMULTECH, 2011)

Integration of Optimization to the Design of Pulp and Paper Production Processes. - Mika Strömman; Ilkka Seilonen; Jukka Peltola; Kari Koskinen (SIMULTECH (Selected Papers), 2011)

Challenges in Applying Optimization in the Design of Continuous Processes - Case: Collaborative Optimizing Design of Pulp Fractionation Process. - Mika Strömman; Ilkka Seilonen; Kari Koskinen (SIMULTECH, 2012)

Collaborative Optimization Based Design Process for Process Engineering. - Mika Strömman; Ilkka Seilonen; Kari Koskinen (SIMULTECH (Selected Papers), 2012)

RDF triple stores as a knowledge management technology for CBM services. - Pekka Aarnio; Ilkka Seilonen (ETFA, 2013)

Spatial inference with an interchangeable rule format. - Raimo Nikkilä; Edward Nash; Jens Wiebensohn; Ilkka Seilonen; Kari Koskinen (Int. J. Geogr. Inf. Sci., 2013)

Semantic repository for case-based reasoning in CBM services. - Pekka Aarnio; Ilkka Seilonen; Mats Friman (ETFA, 2014)

Agent-based modeling and simulation of a smart grid: A case study of communication effects on frequency control. - Olli Kilkki; A. Kangasrääsiö; Raimo Nikkilä; Antti Alahäivälä; Ilkka Seilonen (Eng. Appl. Artif. Intell., 2014)

Optimization of decentralized energy storage flexibility for frequency reserves. - Olli Kilkki; Christian Giovanelli; Ilkka Seilonen; Valeriy Vyatkin (IECON, 2015)

Remote access of ISO 11783 process data by using OPC Unified Architecture technology. - Timo Oksanen; Pyry Piirainen; Ilkka Seilonen (Comput. Electron. Agric., 2015)

Optimized Control of Price-Based Demand Response With Electric Storage Space Heating. - Olli Kilkki; Antti Alahäivälä; Ilkka Seilonen (IEEE Trans. Ind. Informatics, 2015)

Aggregating OPC UA servers for monitoring manufacturing systems and mobile work machines. - Ilkka Seilonen; Tomi Tuovinen; Joona Elovaara; Ian Tuomi; Timo Oksanen (ETFA, 2016)

Distributed ICT architecture and an application for optimized automated demand response. - Christian Giovanelli; Olli Kilkki; Ilkka Seilonen; Valeriy Vyatkin (ISGT Europe, 2016)

Incentives for shaping the consumption profile of a group of consumers with energy storage devices. - Olli Kilkki; Ilkka Seilonen; Kai Zenger; Valeriy Vyatkin (ISGT Europe, 2016)

MAS-Based Modeling of Active Distribution Network: The Simulation of Emerging Behaviors. - Merkebu Z. Degefa; Antti Alahäivälä; Olli Kilkki; Muhammad Humayun; Ilkka Seilonen; Valeriy Vyatkin; Matti Lehtonen (IEEE Trans. Smart Grid, 2016)

Towards a task allocation algorithm for frequency containment reserves. - Christian Giovanelli; Olli Kilkki; Seppo A. Sierla; Ilkka Seilonen; Valeriy Vyatkin (INDIN, 2017)

A Distributed ICT Architecture for Continuous Frequency Control. - Christian Giovanelli; Olli Kilkki; Antti Alahäivälä; Ilkka Seilonen; Matti Lehtonen; Valeriy Vyatkin (SMARTGREENS, 2017)

OPC UA Information Model and a Wrapper for IEC 61499 Runtimes. - Ilkka Seilonen; Valeriy Vyatkin; Udayanto Dwi Atmojo (INDIN, 2019)

Task Allocation Algorithm for Energy Resources Providing Frequency Containment Reserves. - Christian Giovanelli; Olli Kilkki; Seppo A. Sierla; Ilkka Seilonen; Valeriy Vyatkin (IEEE Trans. Ind. Informatics, 2019)

From Face to Face to Hybrid Teaching: an Experience on Process Plant Automation Laboratory Course during Global Pandemic. - Udayanto Dwi Atmojo; Mohammad Azangoo; Valeriy Vyatkin; Ilkka Seilonen (INDIN, 2021)

Next Generation Task Controller for agricultural Machinery using OPC Unified architecture. - Matti Siponen; Ilkka Seilonen; Samuel Brodie; Timo Oksanen (Comput. Electron. Agric., 2022)