在不同制备条件对新型锰砂复合滤料（MTZ）除铁锰的影响实验的基础上，采用Box-Behnken响应曲面法探究了影响最佳MTZ制备实验的因素，三因素（X1锰钛/沸石；X2水热温度；X3焙烧温度）三水平上进行中心复合设计。数据集共包含642个数据。", "ds_source": "
室内实验，自主产生。", "ds_process_way": "
考虑到各变量之间的交互作用，用Quadratic模型来拟合该反应，通过统计分析—方差分析（ANOVA）验证了该方程，并用实验数据绘制响应面图，对自变量效应进行综述；利用所建立的模型，对响应进行了预测，并与实测响应进行了比较。", "ds_quality": "
数据质量良好。", "ds_acq_start_time": "2019-04-01 00:00:00", "ds_acq_end_time": "2019-04-30 00:00:00", "ds_acq_place": "北京市", "ds_acq_lon_east": 117.50805555555556, "ds_acq_lat_south": 39.44138888888889, "ds_acq_lon_west": 115.41666666666667, "ds_acq_lat_north": 41.05916666666666, "ds_acq_alt_low": null, "ds_acq_alt_high": null, "ds_share_type": "login-access", "ds_total_size": 1264320, "ds_files_count": 2, "ds_format": "excel", "ds_space_res": null, "ds_time_res": "日", "ds_coordinate": "无", "ds_projection": "", "ds_thumbnail": "e4b452d9-f83a-4c98-82ed-6150db2fe8b4.png", "ds_thumb_from": 0, "ds_ref_way": "", "paper_ref_way": "", "ds_ref_instruction": "使用申明：“响应面实验数据集”来源于国家重点研发计划《大型煤矿和有色矿矿井水高效利用技术与示范》（项目编号：2018YFC0406400）。", "ds_from_station": null, "organization_id": "4f9aad20-0a6f-4efd-9b8b-70cd10164ea3", "ds_serv_man": "敏玉芳", "ds_serv_phone": "0931-4967596", "ds_serv_mail": "ncdc@lzb.ac.cn", "doi_value": "10.12072/ncdc.UTCMW.db2130.2022", "subject_codes": [ "170.50" ], "quality_level": 3, "publish_time": "2022-05-30 16:51:17", "last_updated": "2025-06-30 16:27:57", "protected": false, "protected_to": null, "lang": "zh", "cstr": "11738.11.ncdc.UTCMW.db2130.2022", "i18n": { "en": { "title": "Response Surface Dataset for Optimization of Preparation Conditions of New Manganese Sand Composite Filter Material (MTZ) (April 2019)", "ds_format": "Excel", "ds_source": "
Indoor experiment, independently generated.", "ds_quality": "
The data quality is good.", "ds_ref_way": "", "ds_abstract": "
On the basis of experiments on the effect of different preparation conditions on the removal of iron and manganese by a new type of manganese sand composite filter material (MTZ), Box Behnken response surface methodology was used to explore the factors that affect the optimal MTZ preparation experiment, including three factors (X1 manganese titanium/zeolite; X2 hydrothermal temperature; Perform center composite design on three levels (X3 roasting temperature). The dataset contains a total of 642 data points.
", "ds_time_res": "日", "ds_acq_place": "Beijing", "ds_space_res": "", "ds_projection": "", "ds_process_way": "Considering the interaction between variables, a Quadratic model was used to fit the response. The equation was validated through statistical analysis analysis analysis of variance (ANOVA), and a response surface graph was drawn using experimental data to review the effects of independent variables; The response was predicted using the established model and compared with the measured response.", "ds_ref_instruction": "\r\nUsage statement: The \"Response Surface Experimental Dataset\" is sourced from the National Key Research and Development Program \"Efficient Utilization Technology and Demonstration of Mine Water in Large Coal Mines and Nonferrous Mines\" (Project No. 2018YFC0406400)." } }, "submit_center_id": "ncdc", "data_level": 0, "license_type": "CC BY 4.0", "doi_reg_from": "reg_local", "cstr_reg_from": "reg_local", "doi_not_reg_reason": null, "cstr_not_reg_reason": null, "is_paper_in_submitting": false, "ds_topic_tags": [ "Quadratic模型", "方差分析", "Box-Behnken响应曲面法" ], "ds_subject_tags": [ "地质学" ], "ds_class_tags": [], "ds_locus_tags": [ "北京市" ], "ds_time_tags": [ 2019 ], "ds_contributors": [ { "true_name": "张春晖", "email": "truemanjung@163.com", "work_for": "中国矿业大学（北京）化学与环境工程学院", "country": "中国" } ], "ds_meta_authors": [ { "true_name": "张春晖", "email": "truemanjung@163.com", "work_for": "中国矿业大学（北京）化学与环境工程学院", "country": "中国" } ], "ds_managers": [ { "true_name": "敏玉芳", "email": "myf@lzb.ac.cn", "work_for": "中国科学院西北生态环境资源研究院", "country": "中国" } ], "category": "其他" }