A METHOD AND SYSTEM FOR MONITORING A PROCESS

    公开(公告)号:US20240103456A1

    公开(公告)日:2024-03-28

    申请号:US17769062

    申请日:2020-10-13

    申请人: KEMIRA OYJ

    IPC分类号: G05B13/02

    CPC分类号: G05B13/0265

    摘要: The invention provides a way to monitor a process (1). The invention utilizes explanation values. A ML model of the process is created. The ML model utilizes measurements from the process as inputs to the ML model and forms model outputs. The inputs are classified to groups in the. The explanation values are calculated for each input indicating contribution of the input to the model output/s, and a sum of the explanation values for each group are calculated. The calculated sums are monitored, each sum indicating status of the group in question.

    METHOD FOR PRODUCING COAGULANT ALUMINIUM SALTS

    公开(公告)号:US20230416104A1

    公开(公告)日:2023-12-28

    申请号:US18036987

    申请日:2021-11-25

    申请人: KEMIRA OYJ

    IPC分类号: C01F7/743 C01F7/56 C01F7/66

    CPC分类号: C01F7/743 C01F7/66 C01F7/56

    摘要: The invention relates to a method for producing coagulant aluminium salts. Raw material comprising at least one aluminium oxide compound is mixed with a process acid or a base to form a reaction mixture, which is heated to a reaction temperature of at least 100° C. at a reaction pressure. The aluminium oxide compound is allowed to react with the process acid or the base. The aluminium oxide compound is selected from a group consisting of amorphous aluminium oxide, γ-aluminium oxide, η-aluminium oxide, χ-aluminium oxide, or any of their mixtures. The reaction pressure is at least 2 bar(g).