• An unsupervised fault detection and diagnosis scheme based on orthogonal autoencoders is proposed for the monitoring of industrial chemical processes. The use integrated gradients allows exploration bottleneck autoencoder, providing candidate variables root cause analysis. method performs well compared to traditional methods in offering compelling interpretable results. analysis shows how dif...

Craig Knight, Asia-Pacific Digital Business and Customer Services Manager of Eastman Chemical Company, was given a mandate to sell Eastman’s philosophy for an integrated electronic supply chain, otherwise known as the Integrated System Solution (ISS), to its business partners in the region, and to encourage adoption. Having invested in a state-of-the-art technical architecture that would suppor...