Analysis of Failure in Product Design Experiments by using Product Data Analytics

Analysis of drought situation in Iran using ECMWF precipitation product

Drought is one of the natural disasters occurring over a long period of time compared to other natural phenomena which intermittently impedes human societies through the negative impacts on water and agricultural resources and subsequently the economy. One of the methods of drought monitoring is the use of drought indices such as SPI. In this study, SPI index was used to study drought over the ...

Product Quality Improvement Using Multivariate Data Analysis

A data-based methodology for improving product quality is proposed. Referred to as Data-Driven Quality Improvement (DDQI), the proposed method can cope with qualitative as well as quantitative variables, determine the operating conditions that can achieve the desired product quality, optimize operating condition under various constraints, and thus can provide useful information to improve produ...

RFID Enabled Visualisation of Product Flows: A Data Analytics Approach

Radio frequency identification (RFID) is an information facilitator that can directly improve decision‐ making; thus many retailers and suppliers have adopted it. A vast amount of RFID data streams has been gathered, however, it remains unutilized, or it is been exploited solely for inventory count purposes. This research proposes a way to analyze the immense volume of RFID data reflecting the ...

Towards decision analytics in product portfolio management

An important strategic decision within the food industry is to achieve the optimal product portfolio allowing an organization to support its customers in the best possible way. Numerous models exist to categorize products based on their relative metrics like revenue, volume, margin or constructed scores. In order to make a more profound decision whether to keep or to remove a product from the p...

Failure Mode and Effects Analysis Using Data Envelopment Analysis