INTRODUCTION Modern households depend on appliances like air conditioners, refrigerators, and washing machines to provide comfort, convenience, and efficient daily living. Since these appliances operate continuously or are used frequently, they naturally experience wear and tear over time. Cooling inefficiency, unusual noises, water leakage, drainage problems, electrical faults, startup...