Magnus Perninge
Docent
Institutionen för fysik och elektroteknik
Fakulteten för teknik
Hej och välkommen till min personalsida! Jag är docent i elektroteknik vid Linnéuniversitetet. Jag har även forskat och undervisat på KTH samt Lunds universitet.
Undervisning
Jag undervisar för närvarande kurserna:
- Reglerteknik, gk
- Reglerteknik, fk
- Elektriska maskiner
Forskning
Min forskning är inriktad på optimal styrning av stokastiska system (speciellt switchade system).
Jag är även intresserad av tillämpningar inom bla. produktionssystem och energisystem.
Mina forskargrupper
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AI och maskininlärning för optimering och operationsanalys Under detta forskningstema utvecklar vi både matematisk teori och tillämpningar för artificiell intelligens och maskininlärning inom områden…
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Stochastic Analysis and Stochastic Processes Forskargruppen för stokastisk analys och stokastiska processer (Stochastic Analysis and Stochastic Processes; SASP) fokuserar på analytiska och numeriska…
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Waves, Signals and Systems Forskningen inom vågor, signaler och system handlar främst om akustiska och elektromagnetiska direkta och inversa problem, med tillämpningar inom teknik och industri.
Mina pågående forskningsprojekt
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Projekt: Optimal planering och drift av vattenkraftsystem I ett framtida scenario består Sveriges energiproduktion av en större andel energislag som inte ger kontinuerlig energi. Med detta som grund…
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Projekt: Tillförlitlighetsoptimering I takt med ökad automatisering, elektrifiering och omställning till förnybar energiförsörjning uppstår höga kostnader i samband med driftstopp och oplanerat…
Publikationer
Artikel i tidskrift (Refereegranskat)
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Perninge, M. (2023). Probabilistic representation of viscosity solutions to quasi-variational inequalities with non-local drivers. ESAIM : Control, Optimisation and Calculus of Variations . 29.
Status: Publicerad -
Perninge, M. (2023). Infinite horizon impulse control of stochastic functional differential equations driven by Lévy processes. Stochastics : An International Journal of Probablitiy and Stochastic Processes. 1-41.
Status: Epub för tryck -
Perninge, M. (2023). Zero-sum stochastic differential games of impulse versus continuous control by FBSDEs. Journal of Mathematical Analysis and Applications. 527 (1).
Status: Publicerad -
Jönsson, J., Perninge, M. (2023). Finite Horizon Impulse control of Stochastic Functional Differential Equations. SIAM Journal of Control and Optimization. 61 (2). 924-948.
Status: Publicerad -
Perninge, M. (2023). Non-Markovian Impulse Control Under Nonlinear Expectation. Applied mathematics and optimization. 88 (3).
Status: Publicerad -
Martyr, R., Moriarty, J., Perninge, M. (2022). Discrete-time risk-aware optimal switching with non-adapted costs. Advances in Applied Probability. 54 (2). 625-655.
Status: Publicerad -
Perninge, M. (2022). Sequential Systems of Reflected Backward Stochastic Differential Equations with Application to Impulse Control. Applied mathematics and optimization. 86 (2).
Status: Publicerad -
Perninge, M. (2021). On the Finite Horizon Optimal Switching Problem with Random Lag. Applied mathematics and optimization. 84. 355-397.
Status: Publicerad -
Perninge, M. (2020). A two-scale scheme for finite horizon switching problems with delays. Automatica. 112. 1-9.
Status: Publicerad -
Perninge, M. (2020). A finite horizon optimal switching problem with memory and application to controlled SDDEs. Mathematical Methods of Operations Research. 91. 465-500.
Status: Publicerad -
Perninge, M. (2018). A limited-feedback approximation scheme for optimal switching problems with execution delays. Mathematical Methods of Operations Research. 87 (3). 347-382.
Status: Publicerad -
Perninge, M., Eriksson, R. (2018). Frequency Control in Power Systems Based on a Regulating Market. IEEE Transactions on Control Systems Technology. 26 (1). 27-37.
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Hamon, C., Perninge, M., Söder, L. (2016). An importance sampling technique for probabilistic security assessment in power systems with large amounts of wind power. Electric power systems research. 131. 11-18.
Status: Publicerad -
Perninge, M. (2015). Approximating the parameter-space stability boundary considering post-contingency corrective controls. Electric power systems research. 121. 313-324.
Status: Publicerad -
Hamon, C., Perninge, M., Söder, L. (2015). A computational framework for risk-based power system operations under uncertainty : Part II: Case studies. Electric power systems research. 119. 66-75.
Status: Publicerad -
Hamon, C., Perninge, M., Söder, L. (2015). A computational framework for risk-based power systems operations under uncertainty : Part I: Theory. Electric power systems research. 119. 45-53.
Status: Publicerad -
Perninge, M., Söder, L. (2014). Irreversible investments with delayed reaction : an application to generation re-dispatch in power system operation. Mathematical Methods of Operations Research. 79 (3). 195-224.
Status: Publicerad -
Perninge, M. (2014). Stochastic optimal power flow by multi-variate Edgeworth expansions. Electric power systems research. 109. 90-100.
Status: Publicerad -
Perninge, M., Hamon, C. (2013). A stochastic optimal power flow problem with stability constraints : Part II: the optimization problem. IEEE Transactions on Power Systems. 28 (2). 1849-1857.
Status: Publicerad -
Perninge, M. (2013). Approximating the loadability surface in the presence of SNB–SLL corner points. Electric power systems research. 96. 64-74.
Status: Publicerad -
Hamon, C., Perninge, M., Söder, L. (2013). A stochastic optimal power flow problem with stability constraints : Part I: Approximating the stability boundary. IEEE Transactions on Power Systems. 28 (2). 1839-1849.
Status: Publicerad -
Perninge, M., Söder, L. (2012). A stochastic control approach to manage operational risk in power systems. IEEE Transactions on Power Systems. 27 (2). 1021-1031.
Status: Publicerad -
Perninge, M., Söder, L. (2012). Optimal activation of regulating bids to handle bottlenecks in power system operation. Electric power systems research. 83 (1). 151-159.
Status: Publicerad -
Perninge, M., Söder, L. (2012). Analysis of transfer‐limit induced power system security by Markov chain Monte Carlo simulation. European transactions on electrical power. 22. 140-151.
Status: Publicerad -
Perninge, M., Lindskog, F., Söder, L. (2012). Importance sampling of injected powers for electric power system security analysis. IEEE Transactions on Power Systems. 27 (1). 3-11.
Status: Publicerad
Konferensbidrag (Refereegranskat)
- Marcial, A., Perninge, M., Eriksson, R. (2022). Risk-Averse Hydropower Planning for Bidding into Sequential Electricity Markets. 2022 IEEE Conference on Control Technology and Applications, CCTA 2022. 151-158.
- Jönsson, J., Perninge, M. (2021). A case of optimal switching with signed costs. 24th International Symposium on Mathematical Theory of Networks and Systems MTNS 2020Cambridge, United Kingdom. 642-646.
- Perninge, M., Eriksson, R. (2020). Performance bounds for continuous trading on balancing power markets. 21th IFAC World Congress : Berlin, Germany, 12-17 July 2020. 13149-13154.
- Perninge, M. (2018). A Numerical Approximation Scheme for Large-Scale Optimal Switching Problems with Reaction Delays. 2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC). 5807-5812.
- Perninge, M., Eriksson, R. (2018). Market based Frequency Control in Power Systems : The Multi-Period Problem. IFAC Papersonline : 10th IFAC Symposium on Control of Power and Energy Systems CPES 2018 Tokyo, Japan, 4–6 September 2018. 468-473.
- Perninge, M., Eriksson, R. (2017). Optimal Tertiary Frequency Control in Power Systems with Market-Based Regulation. IFAC-PapersOnLine. 4374-4381.
- Hamon, C., Perninge, M., Söder, L. (2016). Applying stochastic optimal power flow to power systems with large amounts of wind power nd detailed stability limits. 2013 IREP Symposium Bulk Power System Dynamics and Control - IX Optimization, Security and Control of the Emerging Power Grid (IREP).
- Perninge, M., Eriksson, R. (2016). A stochastic control formulation of the continuous-time power system operation problem. 2016 IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC).
- Hamon, C., Perninge, M., Söder, L. (2014). Efficient importance sampling technique for estimating operating risks in power systems with large amounts of wind power. Proceedings of the 13th International Workshop on Large-scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants.
- Hamon, C., Perninge, M., Söder, L. (2013). The value of using chance-constrained optimal power flows for generation re-dispatch under uncertainty with detailed security constraints. 2013 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC).
- Hamon, C., Perninge, M., Söder, L. (2013). Stochastic optimal power flow problem with stability constraints. 2013 IEEE Power and Energy Society General Meeting (PES).
- Perninge, M., Lavenius, J., Vanfretti, L. (2013). Approximating a post-contingency stable operation region in parameter space through time-domain simulation. Proceedings of IREP Symposium: Bulk Power System Dynamics and Control - IX Optimization, Security and Control of the Emerging Power Grid, IREP 2013.
- Perninge, M., Eriksson, R. (2012). Using a fixed point method to compute the parameter space distance to the surface of constant critical energy. EEEIC 2012 - Conference Proceedings 11th International Conference on Environment and Electrical Engineering.