02 Sep 2026
Mining and Metals
Why data quality is the real AI challenge in the mining industry
Insights
-
Artificial intelligence (AI) is playing an increasingly important role in the mining industry. Predictive maintenance for critical equipment, energy optimization, improved metallurgical recovery, asset monitoring and process anomaly detection are just a few of the many applications with significant potential benefits.However, when an AI project fails to deliver the expected results, the problem rarely lies with the algorithms themselves.In our experience, the main obstacles are usually related to data quality, availability and structure. Even the most sophisticated models cannot produce reliable recommendations if the data they rely on is incomplete, inconsistent or difficult to use.Before we talk about artificial intelligence, we first need to talk about data.
-
15 Nov 2021Other IndustriesMigrating a distributed control system (DCS): upgrading computer-aided HMI
-
Steve Berteau, P.Eng.
Senior Engineer, Control Systems Programming
-
-
08 Nov 2021Energy and Chemical ProcessesFrom crude oil refineries to biorefineries – From existing to new business models using hybrid approaches
-
Joe Nava, P.Eng.
Global Director, Advanced Fuels and Chemicals
-
-
03 Nov 2021Power and RenewablesStructural concrete condition assessment and repair methodologies
-
-
25 Oct 2021Power and RenewablesThe importance of preliminary interconnection studies
-
-
20 Oct 2021Mining and MetalsSome industrial projects involve a plant process that uses vibrating screens. In mining, for example, such apparatuses, also called sieves or sifters, are used to separate solid or crushed ore and are appropriate for wet or dry applications. They are designed to separate materials by allowing some particles to pass through the screen according to their size using a combination of movements caused by a vibrating motor. The movements or vibrations are transmitted to the structural supports, which could be a foundation or steel structure.Designing structures to support suspended vibrating screens -
-
30 Sep 2021Other IndustriesWhat influences mine effluent toxicity?
-
-
21 Sep 2021Other IndustriesHow the Lean Six Sigma approach helps guide digital transformation
-
16 Sep 2021Mining and Metals9 questions to ensure the success of your artificial intelligence projects
-
16 Sep 2021Other IndustriesMigrating a distributed control system (DCS): upgrading the operational infrastructure
-
Diego Quintero, P.Eng.
Senior Engineer, Operational Technology and Infrastructure
-
-
14 Sep 2021Power and RenewablesWhat is it that makes a project truly successful? Why would you call one project a success when it is significantly over budget, or another a failure when the primary indicators seem excellent?Successfully manage your project using solid communication with stakeholders
-
Marie Chiasson, P.Eng.
Practice Leader, Engineering Management
-
-
14 Sep 2021Power and RenewablesDo you have an incident response plan for your industrial control systems?
-
Pierre Janse Van Rensburg, GCIH
Senior Consulting Expert, ICS Cybersecurity
-
-
11 Aug 2021Power and RenewablesProject compliance with environmental laws: Why is the initial approach important?
-
11 Aug 2021Power and RenewablesReuse, refurbish or replace? How to select the right option for your plant expansion
-
Catherine Pelletier, P.Eng.
Senior Engineer, Process Mining and Metals
-
-
10 Aug 2021Power and RenewablesHow to avoid production losses in the event of voltage sags on a distribution system
-
-
05 Aug 2021Power and RenewablesIn the wake of the fourth industrial revolution, businesses want to perform their digital transformation under optimal conditions.Industry 4.0: augment your reality, regardless the size of your plant!
-
Alexis Lallemand Desmarais
Programmer Analyst, Process Control and Operational Technology
-
-
05 Aug 2021Power and RenewablesIndustry 4.0: the design you expect, thanks to virtual reality
-
Alexis Lallemand Desmarais
Programmer Analyst, Process Control and Operational Technology
-
-
22 Jun 2021Mining and MetalsOptimize alarm system performance
-
Marc Tardif, Technologist
Senior Advisor, Operations - Salt Lake City office
-
-
21 Jun 2021Power and RenewablesCloud computing for industrial performance
-
-
27 May 2021Power and RenewablesEarth observation boosted by artificial intelligence
-
26 May 2021Power and RenewablesWhen designing a power system, it’s important to choose the right voltage level, since it has a direct impact on system performance and its energy efficiency.Power system voltage levels: making the right choices
-
Stéphan Landry, P.Eng.
Principal Engineer, Electrical - Power Generation and Apparatus
-
-
24 May 2021Mining and MetalsUnderground shaft excavation using the inverse (drop) raise method
-
Félix Roy-Demers P.Eng.
Engineer
-
-
28 Apr 2021Power and RenewablesThe future of electrifying mines in B.C.
-
Amanda Fitch, P.Eng.
Director, Mining and Metals
-
-
21 Apr 2021Mining and MetalsMetallurgical lab designed to meet your needs
-
20 Apr 2021Power and RenewablesData science serving business
-
-
13 Apr 2021Mining and MetalsFor processes using combustible or toxic materials, it is important to include a fire and gas detection system that will act effectively in the event of a leak or ignition. There are several technologies and design methods available, each with their own advantages and disadvantages. To make an informed choice from among the many technologies and design methods, it is important to understand the fundamental principles and to identify the risks to mitigate. This article will outline the key elements for a successful design and point out some traps to avoid.Fire and gas detection: avoid the traps!
-
Sébastien Grégoire, P.Eng.
Senior Engineer, Automation
-
-
06 Apr 2021Power and RenewablesFluid-filled transformer refurbishment: points to monitor
-
30 Mar 2021Mining and MetalsRehabilitating an iron pellet indurating furnace
-
Eric Moisan, P.Eng., M.A.Sc.
Department Manager, Industrial and Hydro
-
-
23 Mar 2021Mining and MetalsHow to reduce plant noise levels
-
Nicholas Allen, P.Eng.
Engineer - Energy and Air Quality
-
-
22 Mar 2021Mining and MetalsRisks associated with mining dam failure
-
16 Mar 2021Mining and MetalsYear after year, mining companies try to set up investment plans which, in many cases, only yield mixed results. Whether they are intended to optimize operating costs, increase production capacity, comply with environmental or legal regulations or maintain community relationships, the projects that makeup the investment plan are frequently started without being properly defined. And, inevitably, the results end up being disappointing.Managing your investment plan wisely
-
Claude Catudal
Senior Consulting Expert, Project Management and Control
-
