Heliostats reflect sunlight onto a receiver, which absorbs the light to produce heat. To achieve high temperatures, high concentration and high optical accuracy are required. This accuracy must be maintained under changing sun angle, gravity loading, temperature, wind exposure, mechanical wear, and other field conditions, motivating the need for fast, flexible, in situ optical assessment methods. These requirements drive a need to measure heliostat optical performance in situ, both at the time of installation, and periodically during field operation. There is also a similar need for measuring heliostat prototype performance during design and development, with testing spanning the same range of conditions. This paper describes progress toward a method of in situ heliostat optical characterization designed to measure heliostats across the full range of tracking configurations and actual operating temperatures, named LOOKFAST. Using one or more cameras looking back at the heliostat and the Sun or Moon as an optical target, the method is designed to simultaneously measure both high-resolution slope and pointing. There are multiple variants of the basic idea; the simplest uses only a camera on a tripod with no moving parts. We will explain the approach and present our work in progress demonstrating initial data collection methods, and example result slope and pointing maps. We conclude by describing the additional steps required to develop high-speed measurement of heliostats in parallel. Software supporting this method and example data are available on OpenCSP (https://opencsp.sandia.gov).
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
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.
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