IRPC One Report 2022 EN

i-REVO This refers to the use of tablets for transportation and logistics management to increase efficiency in product delivery and ensure customer and supplier satisfaction. This electronic-based management system on tablets replaces paper-based system, which requires a large number of documents being sent back and forth between warehouses, shipping companies, suppliers, and customers, and it takes time to process as everyone waits for the required documents. The i-REVO provides a real-time system that can do everything on the tablets, thus saving time and increasing efficiency. ship to Customer Digital Document Digital Document • DO Form • COA • Weight Slip • Pallet Form Digital Tracking • Notification • GPS Customer Return Process to Customer Paperless Tracking Status i-REVO i-REVO i-REVO TRUCK ship to Customer Rotating Predictive Maintenance This project harnesses the power of 6,000 sensors surrounding the Rotating Machine to retrieve data for analysis and predict an impending failure before the alarm goes off. Thus, preventing damage and opportunity loss. The system was developed into iPredict Platform, which benefits from IRPC’s earlier project, Developing Advanced Analytics Capabilities, to produce Data Scientists who produced models for maintenance management. This platform combines various predictive models relating to maintenance work, capable of integrating spare of failure agent that occurs PCA-T2 Autoencoder Prophet (Facebook) Prophet (Facebook) Machine Learning Analytic K-Means Model Retraining Neural Network Linear Classifier Digital performance measurement goals align with both strategies: On Cyber Security, the Long-Term Goal is Zero Cyber Attack Incident from 2020-2030 On Data Analytic, the target is to increase the 2020 revenue from USD 80 million three folds to USD 240 million in 2030, and the substitution of technology for human workers from 70 FTE in 2020 to 210 FTE in 2030. 129 Business-Driven Sustainability IRPC PUBLIC COMPANY LIMITED

RkJQdWJsaXNoZXIy ODg4NTI=