OICC Press Majlesi Journal of Electrical Engineering 2345-3796 18 4 2024 12 15 Implementation of a power supply with optimized voltage and power quality control by a smart filter 1 9 10.57647/j.mjee.2024.1804.53 EN Adel Akbarimajd Department of Electrical and Computer Engineering, University of Moagehgh Ardabili, Ardabil, Iran https://orcid.org/0000-0002-7019-9655 Amir Mohammadhoseini Heiran Boston Scientific Corp, Galway, Ireland https://orcid.org/0000-0002-0454-5310 Journal Article 2024 12 15 Jet engines consume a lot of power at start time which makes it necessary to use a ground power supply unit (GPU). The GPU must provide the aircraft’s demanded power at the start point only. One of the most important factors in supplying the required power for jet engines is to provide the necessary quality for the transmission of electricity to the aircraft. There are a lot of standards to check the  quality of the starter among them MIL-STD-704 military standard is one of the most frequently used ones. This standard governs two principles of the power quality and transmitted power to flying vehicles. A GPU system is designed and implemented in this paper to meet the requirements of MIL-STD-704. This paper proposes a new approach to implement a starter system for turbo-shaft engines. The transformer tap changer mechanism is used for voltage control and the parameters of the transformer are also optimized using Maxwell software to reduce losses. The power quality value is achieved based on an adaptive smart filtering system implemented at the output terminal of the starter system. This smart filter is designed to be controlled based on a support vector machine (SVM)  machine learning scheme. Experimental results are provided to illustrate the successful and high-quality supply of power needed to  start a helicopter.