This research focuses on developing an intelligent irrigation solution for agricultural systems utilising solar photovoltaic-thermal (PVT) energy applications. This solution integrates PVT applications, prediction, modelling and forecasting as well as plants'. The integrated photovoltaic, energy storage, and irrigation system is designed for areas lacking a stable power grid or facing high electricity costs. It combines solar power generation, energy storage, and water pump systems to provide a self-sufficient water supply solution for irrigation and. Irrigation in remote areas – Unlike traditional electric or diesel-powered pumps, solar-powered systems work in off-grid locations, ensuring water access where conventional infrastructure is lacking. The. ions from irrigated agriculture. SPIS can be applied in a wide range of scales, from individual or community vegetable gar erent parts of a farm or scheme. Our systems combine high-quality LFP batteries, smart PCS, and advanced EMS to maximize performance, safety, and efficiency. High-Safety LFP Battery Technology FFDPOWER uses A-grade Lithium Iron Phosphate (LFP) cells.