The invention provides an IE-grade power cable for a third-generation passive nuclear power plant gentle environment and a production method. The IE-grade power cable for the third-generation passive nuclear power plant gentle environment comprises a plurality of wire cores. Each wire core comprises one or more conductors, the outer wall of each conductor is wrapped by first wrapping tape, and inner insulation layers and outer insulation layers are arranged outside the first wrapping tape in an extruding mode, and the first wrapping tape is wrapped by second wrapping tape. The wire cores and one or more filling cores form a cable core in a stranding mode; the cable core is provided with a wrapping tape layer, a filling layer, an inner shielding layer, an outer shielding layer, a wrapping layer and a protection sleeve layer from inside to outside in sequence. The production method of the IE-grade power cable comprises the following steps of conductor stranding, conductor wrapping, inner insulation layer and outer insulation layer extruding, inner insulation layer and outer insulation layer irradiation crosslinking, insulation wrapping, wire core and filling core cabling, filling layer extruding, shielding, protection sleeve layer extruding and protection sleeve layer irradiation crosslinking.