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ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Mon 27 May 2019 10:05 - 10:30 at Sainte-Catherine - Session 1 Chair(s): Matteo Rossi

Lithium-ion batteries demonstrate two kinds of nonlinear behavior: rate capacity effects and recovery effects. These effects are dual to each other and show the dependency between the power consumption profile and battery utilization, i.e., the fraction of the battery charge that can be withdrawn. We propose a static analysis for computing the lower bound of battery utilization based on the Kinetic Battery Model (KiBaM), an analytical model capturing nonlinear battery behavior. Our method does not depend on the battery charge level and can be composed with other flow analyses and model checking techniques for improved accuracy. We propose a modification to the worklist algorithm for totally ordered semilattices with computable fixed-points of transfer functions, which is necessary for computing our analysis. We prove the termination and correctness of our algorithm and introduce a nonforgetful extension to it for speeding up convergence. We implement the battery-utilization in the software verification tool CPAchecker by encoding the analysis together with our algorithm in a relaxed instance of a configurable program analysis (CPA). Our experiments show that the convergence speed up is sometimes achievable, but does not necessarily lead to a performance improvement.

Mon 27 May
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08:40 - 10:30: FormaliSE 2019 - Session 1 at Sainte-Catherine
Chair(s): Matteo RossiPolitecnico di Milano
Formalise-2019-papers08:40 - 08:50
Day opening
Stefania GnesiIstituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"
Formalise-2019-papers08:50 - 09:15
Omar BatainehNTU, Mark ReynoldsThe Univeristy of Western Australia
Formalise-2019-papers09:15 - 09:40
Beyazit YalcinkayaMiddle East Technical University, Ebru Aydin GolMiddle East Technical University
Formalise-2019-papers09:40 - 10:05
Ajay KrishnaInria Grenoble, France, Michel Le PallecNokia Bell Labs, Radu MateescuINRIA, Ludovic NoirieNokia Bell Labs, Gwen SalaünUniversity of Grenoble Alpes
Formalise-2019-papers10:05 - 10:30