It is generally assumed that the implementation of adaptive control requires a precise identification of plant parameters. In the case of a system with varying parameters, the identification problem gets very involved, as speed of identification and accuracy are contradictory requirements. In this thesis it has been shown that using a feedback policy, the optimal controller is relatively· insensitive to changes in plant parameters as long as these lie within some specified ranges. It is, therefore, concluded that, with such an arrangement, adaptive control can be implemented if one has only the knowledge of the ranges within which the parameters of the plant lie. Thus identification can be carried on more rapidly, as stringent accuracy is no longer necessary. / Thesis / Master of Engineering (ME)

Modern design methodologies for control systems create controllers with dynamics which are of a similar order to the physical system being controlled. When these are implemented digitally as Infinite Impulse Response (HR) filters the processing requirements are extensive, in particular when high sample rates are necessary to minimise the detrimental effects of sample delay. The aim of the research was to apply signal processing techniques to facilitate the implementation of control algorithms in digital form, with the principal objective of maximising the computational efficiency, either to achieve the highest possible sample rates using a given processor, or to minimise the processor complexity for a given requirement. One of the approaches is to design a fixed point processor whose architecture is optimised to meet the computational requirements of signal processing for control, thereby maximising what can be achieved with a single processor. Hence the aim of the research was to head towards a processor architecture optimised for Control System Processing. The design of this processor is based on a unified structural form and it will be shown that controllers, represented either in state space form or as transfer functions, can be implemented using this unified structure. The structure is based on the σ-operator, which has been shown to be robust to changes in coefficients and hence require shorter coefficient wordlength to achieve a comparable performance to traditional z-operator based structures. Additionally, the σ-operator structures are also shown to have lower wordlength requirements for the internal variables. Also presented is a possible architecture for a Control System Processor and a model for the processor is developed and constructed using VHDL. This is simulated on a test bench, also designed in VHDL. The results of implementing a phase advance controller on the processor are then compared with those obtained from a MATLAB simulation.

PX4 platforma je jedna z nepoužívanějších softwarových balíčků pro řízení bezpilotníhosystému. Používá MAVLink protokol pro komunikaci mezi autopilotem, pozemní stanicía dalšími zařízeními v MAVLink síti. Je speciálně navržen pro bezpilotní systémy použí-vající rádia s nízkou datovou propustností. S rostoucím počtem těchto zařízení docházírovněž k růstu počtu útoků na tyto systémy. Tato diplomová práce obsahuje analízua popis bezpečnostních nedostatků v telemetrické komunikaci platformy PX4 běžící naprotokolu MAVLink. Na základě těchto nedostatků byla dále navržená a implementovánabezpečnostní řešení. Tato implementace zahrnuje šifrování, řízení přístupu, autentizacia systém pro výměnu klíčů. Bezpečnostní implementace je postavená na knihovně Mo-noCypher. Všechny části práce jsou naprogramováno v jazyce C. Cílem autora je sdíletvýsledky, kterých dosáhl s komunitou kolem paltformy PX4. Proto během finální částipráce vznikl pull request do veřejného repozitáře.

Multiphase Electrical Machines (MPEMs) with variable phase-pole configurations have recently gained interest as it offers advantages such as a larger operating range and improved fault tolerance compared to more traditional MPEMs. The current state-of-the-art modeling and control method, Vector Space Decomposition (VSD), has the drawback of introducing discontinuities in the model when transitioning from one phase-pole configuration to another. The newly developed Harmonic Plane Decomposition (HPD) theory, which is an extension of the VSD, solves this issue by unifying all possible phase-pole configurations into one transformation. To enable further research on HPD theory and MPEMs with variable phase-pole configuration, a test bench is desired to obtain experimental results. The Sustainable Power Lab at KTH already possesses a MPEM with varying phase-pole configurations, the Wound Independently- Controlled Stator Coils machine (WICSC machine), but is missing a complete drive that can capitalize on the additional degrees of freedom that the machine offers. The aim of the thesis is to commission the test bench by implementing HPD control on a Digital Signal Processor (DSP) and design the missing hardware required to close the signal chain. The HPD control was implemented on a Xilinx System on a Chip (SoC) programmed using C and hardware description languages. Part of the control was tested but due to issues with the data acquisition, the complete control was not managed to be fully tested and verified. For the missing hardware, three Printed Circuit Boards (PCBs) were designed for the test bench. Two of them were built and tested, and one PCB was designed but not fabricated during the project. / Multifasmaskiner med variabel fas pol konfiguration har på senaste tiden fått mer uppmärksamhet på grund av fördelar som mer operationspunkter och förbättrad feltolerans jämfört mot mer traditionella multifasmaskiner. Den modernaste metoden, Vector Space Decomposition (VSD), för att styra traditionella multifasmaskiner har nackdelen att modellen blir diskontinuerlig när man går från en fas pol konfiguration till en annan. Den nyutvecklade Harmonic Plane Decomposition (HPD) teorin, vilket är en påbyggnad på VSD, löser det problemet genom att samla alla möjliga fas pol konfigurationer till en transform. För att fortsätta forskningen kring HPD och multifasmaskiner med variabel fas pol konfiguration behövs en testbänk för att kunna skaffa experimentella resultat. Elkraftlabbet på KTH har redan investerat i en multifasmaskin med variabel fas pol konfiguration, men saknar en komplett växelriktare som kan utnyttja maskinens alla frihetsgrader. Målet med projektet var att färdigställa testbänken genom att implementera HPD styrningen på en processor och konstruera hårdvara som testbänken saknade. HPD styrningen implementerades på en systemkrets från Xilinx och programmerades med C och hårdvarubeskrivande språk. Delar av styrningen kunde testas men på grund av problem med inläsningen av data så gick det inte att verifiera hela den implementerade styrningen. Till testbänken konstruerades också tre kretskort varav två byggdes, testades och fick sin funktionalitet verifierad. Det andra kretskortet konstruerades men blev inte tillverkat under projektet.