IM 2020 September 20 | Page 32

MINING NETWORKS & CONNECTIVITY autonomous haul trucks in operation and for the first time there was a full breakdown of model types – namely 85 830E, 134 930E and 28 980E trucks running on AHS. After 13 years of commercial AHS operation, the 3 billion tonnes milestone has just been passed (with 2 billion only just passed in November 2018) with no system related injuries or accidents, and the company expects that by end 2020 it will have over 15 AHS sites running, up from 11 by end of last year, for 7+ mining clients, up from 5 in 2019; with over 350 AHS trucks set to be operating by end 2020. Notably of the sites so far with Komatsu AHS, over 50% (seven sites) are running on Nokia LTE with the remaining six using 802.11 WiFi. Today’s AHS in the degrees of autonomy sits above manual operation, assisted automation, partial automation and conditional automation at what can be referred to as high automation, where the trucks have the ability to execute core functions and intervention only needed for complex functions. But the next level, full automation, will come – where all functions are automated and performance exceeds that of manual and where the mine plan can be uploaded to equipment and the mine plan execution is carried out autonomously. How do you get to that next step? Haukeness identified drivers like the cost profile of manpower, high employee turnover, infrastructure requirements, operating expenses, need for higher productivity and continued safety incidents; with key enabling factors including new tech leveraged from other industries like automotive, machine learning (AI) and edge computing, new personnel skills acquisition (eg operational automation specialists), a conducive regulatory and political environment and last but not least, standards-based interoperability and infrastructure. Komatsu says safety is the number one factor in AHS introduction for its customers ahead of productivity. So why is Komatsu making the case for private LTE? Haukeness highlighted some of the earlier points made by Jaime Laguna Ramirez – coverage, capacity and latency – which meansfor some it is now the preferred solution over WiFi. LTE usually has much higher allowed output power, resulting in a longer range. It also has lower frequency bands, meaning signals travel further on the same amount of power. It has licensed and coordinated frequencies leading to less noise. As a result, meeting AHS needs requires drastically less field equipment to maintain in most cases. Komatsu argues from a reliability standpoint, the air interface with LTE is more reliable being private, licensed and full duplex. It allows for the notification of errored frames immediately to the UE and scheduled re-broadcast. Less equipment to maintain means better maintenance focus per equipment and less work for field teams leading to greater uptime, while reliability of message delivery is orders of magnitude better on LTE versus 802.11 WiFi. Looking at Quality of Service, (QoS), this is a key enabler – full duplex transmission and built in robust QoS mechanisms lead to a dynamic shift in the capabilities of the network. Sharing of connection leads to better outcomes for mission critical applications when compared to sharing the same workload on traditional 802.11 WiFi systems. What does this mean? In autonomous mine network is both a process control and a process stop network. Safety in the field is on one level dependent on the network as it is delivering key messages to trucks like stop or slow down. With WiFi one client transmits at a time and if two frames are sent at once, both are lost and must retry. LTE divides up frequency and time with the eNodeB deciding who each block is assigned to – and UEs with high priority traffic get more blocks when allowed. Multiple UEs can transmit simultaneously. This all ensures critical network traffic is delivered on time. Haukeness said that looking at when Komatsu transitioned from WiFi to LTE at its Arizona Proving Ground, on any given day the WiFi packet loss was about 4%. While that is a relatively good number, with LTE installed in the first four hours of use the loss was minute – about 4 packets of data. What about use cases that illustrate the importance of very high network reliability? Collision Awareness Systems (CAS) is one example. In CAS products, direct comms are essential to the function but only provide half the functionality that true Industry 4.0 needs, namely direct, real time warnings, notifications and communication of intents with limited range and throughput. LTE provides a path back to the servers, allowing for system login, reporting, NLT reports growth with N-Connex solution LTE still only represents a tiny part of the mining networks market. NLT Digital Solutions told IM that it has seen significant growth over the past year in global mining and tunnelling markets. It says its unique N-Connex platform which provides a fibre Gigabit backbone, Ethernet and Wifi connectivity has ticked many boxes for its broad client base and combined with its software applications resolves many typical mine issues in a very cost effective manner. NLT states: "N-Connex is specifically designed for harsh environments, like underground mines. The system is rapidly deployed due to its user-friendly rail based mounting system and modular approach. Combined with pre-terminated fibre and ethernet cables a mine level can be quickly deployed and importantly easily maintained thereafter. The IP67 rated modules do not require additional enclosure or mounting hardware, so the solution is very scalable and easily expanded. Another proven advantage is that installation and maintenance can be carried out non IT specialists, for example mine electricians." Being WiFi and Ethernet standards compliant, any supporting clients devices can easily connect over the N-Connex system and NLT is seeing an expanded range of solutions from voice communications to remote WiFi blasting being successfully deployed. Control and monitoring of equipment such as fans and pumps has also grown in the past year with the ease of connecting PLC’s to N-Connex. There is also a specific N-Connex digital or analogue I/O module to connect equipment that does not currently have a PLC or connectivity. Additionally, tracking, data communications, video monitoring, gas and environmental monitoring, emergency management though the dedicated evacuation and alarm modules are all supported and implemented in many mines. In recent months Kirkland Lake Gold's Fosterville underground gold mine in Australia commenced deployment of a large network with over 70 nodes and about 500 access points to cover off the majority of their mine. In the USA, Martin Marietta’s Burning Springs underground limestone mine is now doing remote WiFi blasting over an N- Connex network with Dyno Nobel along with voice communications and personnel/vehicle tracking. A ventilation on demand/optimisation solution for a large tunnel project in Austria (which will be the longest rail tunnel in the world) has also been rolled out this past year. Currently NLT is also deploying a large tracking system for Lundin Gold’s Fruta del Norte mine in Ecuador on NLT's unique N-Connex platform provides a fibre Gigabit the back of a successful WiFi backbone, Ethernet and Wifi connectivity which has ticked deployment early in 2020. many boxes for its broad client base 30 International Mining | SEPTEMBER 2020