Inclusion Criteria:  Aged between 18 and 70 years old, including 18 and 70 years. Subjects who are diagnosed of chronic kidney disease and receiving hemodialysis (KT/V greater than or equal to 1.2). And those who had received hemodialysis, performed 2 to 3 times a week and 4 to 5 hours for every dialysis, for at least 12 weeks prior to deliver of YPEG-EPO. Subjects receiving rhEPO treatment, including subcutaneous and intravenous injection, for anemia due to chronic kidney disease for at least 12 weeks before randomized. And in addition, the serum hemoglobin should keep stable during the previous 12 weeks, which was defined as serum hemoglobin obtained from tests taken once a month (once a month means at least 4 weeks interval between two tests) were always kept between 100g/L and 120g/L, or else mean hemoglobin of two different tests, which were taken at least 4 weeks apart, is between 100g/L and 120g/L. Transferrin saturation (TSAT) greater than 20% or serum ferritin (SF) greater than 200ng/mL, serum folate greater or equal to the lower normal limit (ULN), serum vitamin B12 greater or equal to ULN，before enrollment. Understand and sign the informed consent form voluntarily.  Exclusion Criteria:  Women of pregnancy, lactating, or planning to pregnant, or patients who are planning to donate sperms/eggs during the study period. Subjects who are allergic to rhEPO or any of its components, or with any other evidenced allergy history that make it not suitable for participation. Subjects who are receiving Roxadustat Capsules at screening. Anemia caused by diseases or causes other than CKD, such as bleeding, hemolysis, vitamin or folate deficiency. Obvious bleeding evidence that requires blood transfusion during the lead-in period. Subjects suffering from pure red-cell anemia (PRCA) according to previously erythropoietin treatment.  Subjects with serious disease or function deficiency in major organ/system, such as：  Medical history of myocardial infarction, cerebral stroke, vascular access thrombosis, or pulmonary embolism. Combined congestive heart failure (NYHA cardiac function equal to or grade than III). Hypertensions poorly controlled by medication (systolic blood pressure higher than 170mmHg and/or diastolic blood pressure higher than 100mmHg), or postural hypotension (systolic blood pressure below 90mmHg). Medical history of malignancy, hematological disease, obvious bleeding disease, epilepsy, neuropsychiatric disease, or family history of neuropsychiatric disease. Poorly controlled autoimmune diseases (including but not limit to systemic lupus erythematosus, rheumatoid arthritis, multiple sclerosis, autoimmune thrombocytopenia). Poorly controlled endocrine diseases, (including but not limit to thyroid disease, parathyroid disease, diabetes mellitus). Co-infected with HAV, HBV, HCV, HIV, Syphilis, etc.. Currently suffering from severe infection or inflammation (C-reactive protein greater than 30mg / L), or currently receiving antibiotics. Red blood cell count greater than 6.0×10^12/L for men while greater than 5.5×10^12/L for female; Platelets greater than 500×10^9/L; serum albumin lower than 30g/L; Alanine aminotransferase higher than 2 ULN, aspartame aminotransferase higher than 2ULN; Parathyroid hormone greater than 800pg/mL. Subjects who plan to undergo coronary artery bypass grafting (CABG), to undergo orthopedic surgery, to receive kidney transplantation, or to undergo any other major operation during the study period. Drug addicts or alcoholics. Vascular malformations (such as internal jugular vein malformation) makes it inappropriately for Hemodialysis catheterization. Expected survival of a certain subject is less than 12 months. Subjects participated in any other clinical trial within 3 months prior to screening. Any other situation that is not suitable for participation in this study according to the investigator's judgment.