African Mining March 2020 | Page 35

TECHNOLOGY  based on the data generated by the IoT. It allows both manufacturers and operators to react to problems or introduce timely remedial actions. It also allows manufacturers to run off- site diagnostics. The IoT is considered an integral part of some of the other trends considered here. Artificial Intelligence The proliferation of Artificial Intelligence (AI) applications has entered virtually every sphere of mining. Mineral sorting to separate gold-bearing quartz from barren quartz directly from the conveyor belt to geochemical analyses on-the-fly to anticipate recovery are just some of the pilot projects being developed. In mineral exploration AI is increasingly being used for target generation to constrain exploration efforts to the areas of highest probability. In the oil-and-gas sector, the use of AI to combine historic project data, to model and predict the location of economical traps of hydrocarbons have yielded encouraging results. The success of the AI platforms however depends on the quality of the training data. A skilled professional will however need to still validate the interpreted product. Integrated Automation The introduction of driverless vehicles is still years away in the urban areas, but is already a reality on some mines. Autonomous mining vehicles are monitored from a control centre, where GPS sensors indicate the location at any given time. An array of sensors also indicates to the operator if there are mechanical issues or when the vehicle is due for maintenance. Safety has also been increased due to fewer persons in operational areas, fewer operator mistakes, and addresses the issue of operator/ driver fatigue that is a leading cause of accidents on mines. Face drilling rigs, with up to six booms, can now drill, flush and charge holes on the face, either by remote control or autonomously. All of this also increases productivity as near-true continuous operations become possible. Blockchain The mining industry has seen the advantages of interconnectedness. Exxaro’s Belfast mine is a good example of a modern mine that has embraced technology to the fullest. reducing jobs in poor communities. There also appear to be a slight degree of internal resistance to change and adopting new technology. Initially developed for cryptocurrencies, the application of blockchain technologies has increased exponentially in the last three years. Blockchain is seen as a secure means of executing international transactions. There has also been a strong drive from the precious metals and gems industry to develop blockchain platforms as a means of ensuring and meeting the requirements of ethical sourcing. Blockchain is used to proof the provenance from souring to sale. In combination with IoT, blockchain platforms are also increasingly being used by procurement departments, where ordering of supplies is automatically done if the inventory indicates a product to be below certain volumes or quantities. Cloud A review of popular searches associated with the mining industry and fourth industrial revolution related technology gives an indication of the trends most likely to influence the industry in the coming decade. Here is a quick rundown of the trends for 2020 and beyond: The use of cloud-based systems for information sharing and as a collaboration platform is increasingly being introduced by, specifically multi-national companies with a number of global operations, and managed from a single hub. The cloud approach has proven to be useful for areas with less developed communication infrastructure to enable workers to safely store data for offline usage. It has also allowed for significant savings as SMEs or even larger operations now do not need to purchase, install and maintain their own servers. Internet of things Drones The adoption of the Internet of Things (IoT) has been the most significant trend in the mining industry. The industry has seen the advantages of RF tagging and interconnectedness between systems. The main applications are related to the analyses of performance, trends and making performance predictions There has been a dramatic shift in the use of drones to conduct survey and security functions at mines. Previously, skilled contractors were used to conduct all or most of the drone-based activities, but there has been a significant amount of in-house upskilling to licence mine staff as drone operators. The allure www. africanmining.co.za African Mining Publication African Mining African Mining  March 2020  33