Are you majored in data quality management？I am sorry i do not understand exactly what you mean. do you want to do something about data reliability? I

My major in information and communications engineering

My job is quality management for R&D project of healthy food. Data reliability is the most important part in our project. We use "waters empower 3" to manage our Chromatographic （HPLC or GC）data.

as in our study there are many data quality dimensions such as completeness , accuracy and we are considering sensor data . thanks for your information .

For sensor data most probably accuracy and validity dimension would be applicable, it is not necessary that all the 6 data quality dimension( Completeness , Uniqueness , Timeliness , Validity , Accuracy , Consistency ) would be applicable on data, in reality it would be combination of 2 or 3 that should suffice the need.