1. IntroductionAs a frontline designer of photovoltaic charging station distribution systems, I deeply engage in power quality control technology research. Amid energy transition, photovoltaic charging stations grow in importance, yet large - scale PV integration brings power quality challenges. The distribution transformer end, a key node, urgently needs solutions. Despite existing research, gaps remain in control tech considering PV characteristics and complex conditions. This paper focuses on

As a front - line fault diagnosis and detection worker, I am well aware that with the expansion of the scale of photovoltaic power stations, the faults of box - type transformers, as one of the key equipment, have a profound impact on the stable operation of the system. This paper focuses on using advanced artificial intelligence algorithms and integrating data analysis technology to improve the accuracy and efficiency of fault diagnosis of box - type transformers, and to build a solid technical

1 Overview of Photovoltaic Power Generation ProcessIn my daily work as a frontline operation and maintenance technician, the photovoltaic power generation process I encounter involves connecting individual solar panels into photovoltaic modules, which are then paralleled through combiner boxes to form a photovoltaic array. Solar energy is converted into direct current (DC) by the photovoltaic array, then transformed into three-phase alternating current (AC) via a three-phase inverter (DC-AC). Su

As a technician deeply involved in charging pile testing on the frontline, my daily work makes one thing crystal clear: as people’s living standards rise, the demand for vehicles surges. Coupled with the growing popularity of environmental protection concepts, the electric vehicle (EV) industry is booming. Charging piles, as the “lifeline” of electric vehicles, directly determine whether EVs can operate stably and safely. Put simply, our job in testing is to “diagnose&rdq

As a charging pile designer deeply involved in industry projects, I've witnessed firsthand how electric vehicles (EVs) have become a pivotal force in China's new energy landscape. Decades of advancements in electronics have laid a solid foundation for EV development. The integration of V2G, energy storage technologies, and high-performance batteries not only facilitates battery swapping services but also drives the convergence of photovoltaics, energy storage, and intelligent charging systems&md

1. Detection Technology for Electric Vehicle Charging PilesEV charging piles are primarily divided into two categories:DC charging pilesandAC charging piles. Let's start with DC charging piles: they communicate with the EV's battery management system (BMS) and directly charge the power battery through the DC charging interface. AC charging piles, on the other hand, rely on the EV's AC charging interface and use the vehicle-mounted charger to complete the charging process. These two types of char