Comparative studies of turboshaft fuel controllers commonly report performance advantages without holding the loop bandwidth or anti-windup implementation constant across the compared configurations. This paper asks what survives such a comparison. An integrated FADEC architecture for a GE T700-class turboshaft is developed on a nonlinear T-MATS model, combining a power turbine speed governor, a two-dimensional variable guide vane schedule, actuator and sensor dynamics with transport delays, and a seven-channel min–max protection layer. Three governors (gain-scheduled PI, fixed-gain PI and integral sliding-mode) are evaluated with identical anti-windup implementations, with their loop bandwidths matched by construction at the hover operating point used for the load-disturbance tests. Transient performance is closely comparable, with overshoot during scheduled transitions differing by at most 0.25 percentage points; however, protection-layer loading is not, as the sliding-mode governor holds the limiters active for 9.2% longer than the baseline under load disturbance. Removing the anti-windup tracking path changes cumulative limiter engagement by 6.6 times the difference attributable to the control law; the ordering survives both sensor noise and a ±20% perturbation of the power turbine inertia. Within the tested architecture, the dominant coupling between speed governance and engine protection is associated with the anti-windup implementation rather than the control law. Automatic code generation yields 37% less algorithm code for the sliding-mode configuration, with software-in-the-loop verification at a fixed 5 ms step.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.
O. Salo, P. Abrahamsson· IET Software· 238 citations· ⚡9
Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· Journal of Systems and Softw...· 236 citations· ⚡13
The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.
P. Abrahamsson, Antti Hanhineva, H. Hulkko et al.· Conference on Object-Oriente...· 225 citations· ⚡18
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Microsoft Research Blog· microsoft.comOct 12, 2026
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.
MIT News · Artificial Intelligence· news.mit.eduOct 6, 2026
Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.
MIT News · Artificial Intelligence· news.mit.eduOct 2, 2026
Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.
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