IT in Manufacturing


Building resilience in extreme environments

May 2025 IT in Manufacturing

Extreme temperatures, corrosive substances and high pressures are just a few of the elements that make up the unforgiving operational environments characteristic of the petrochemical and oil and gas sectors. Equipment integrity is constantly challenged under these conditions, yet in these high-stakes industries, operational efficiency is critical. Unplanned downtime can have severe consequences, from safety hazards and environmental damage to enormous financial losses and reputational damage.

Given these demanding circumstances, a proactive and nuanced approach to industrial maintenance is no longer optional for organisations; it is an absolute necessity to avoid disruptions and create the right conditions for success. Advanced proactive maintenance reduces downtime, enhances efficiency, and mitigates the risks associated with hazardous substances and fluctuating operational demands.

Acknowledging the growing need for proactive maintenance

Keeping pumps, turbines and compressors running smoothly is absolutely essential in the oil and gas and petrochemical industries – they’re the heart of every operation. However, for the most part, the general approach to industrial maintenance has been short-sighted and based on a ‘run it till it breaks’ mentality, driven by market demand and profits, and exacerbated by the ‘make a plan’ response to operational disruptions.

Operational procedures and maintenance processes, while vital, require a clear understanding of equipment operating conditions and the potential consequences of even minor deviations. Many plants are left struggling to operate and maintain their equipment reliably, simply because the necessary skills to maintain and run these plants are drying up. Skilled fitters and technicians cannot be replaced by machines, and the generation gap has left us with minimal skills to perform these functions accurately as the skills have not been transferred to the next generation.

From a physical perspective, rotating equipment in harsh environments faces constant threats. Corrosive substances eat away at materials, while temperature swings cause stress. Dust, dirt and moisture clog components, leading to wear and blockages. Vibrations can cause imbalances and bearing failures. All of these factors can dramatically affect the performance and longevity of rotating equipment. The primary conventional strategies to manage these effects include selecting appropriate materials, applying protective coatings and implementing regular maintenance, along with the use of advanced monitoring systems. Proper design, regular inspections and incorporating environmental control systems are central to mitigate the risks associated with corrosive environments, temperature fluctuations and other harsh conditions.

The benefits of proactive maintenance strategies

Proactive maintenance strategies are key to minimising these risks. Downtime is usually a result of equipment breaking down, but the initial cause of the breakdown is only part of the story. The failure itself can trigger a cascade of problems, damaging other parts or even other machines. When something fails, fixing the broken part − reactive maintenance − and moving on is not an option. It is necessary to investigate all the contributing factors and every potential knock-on effect.

Proactive maintenance, on the other hand, aims to prevent these failures in the first place. The only real way to minimise downtime and protect profits is by improving overall equipment effectiveness. This usually involves implementing predictive maintenance techniques such as vibration analysis, thermography and oil analysis, to identify potential issues before they escalate into major failures.

Keeping an eye on the numbers

To see if maintenance is performing as it should be, certain key performance indicators (KPIs) must be tracked. These numbers reveal equipment health, the effectiveness of the maintenance plan and areas for improvement. Important KPIs include Mean Time Between Failure (MTBF), which, when high, signifies reliable equipment and effective preventive maintenance. Mean Time to Repair’(MTTR) is also important as a low MTTR indicates fast repairs and short downtime. Overall Equipment Effectiveness (OEE) provides a holistic view that covers downtime, inefficiencies and defects.

Maintenance costs assess the value of maintenance spending as a percentage of Replacement Asset Value (RAV). Here, a high failure rate suggests problems with design, operations or maintenance. Scheduled Maintenance Compliance and spare parts availability are both essential for efficient maintenance operations, while Root Cause Analysis (RCA) helps prevent recurring problems and inefficiencies can be revealed through energy monitoring.

By tracking these KPIs, improvements to maintenance can be identified and implemented to keep things running smoothly. Consistent KPI monitoring is therefore the foundation for optimising maintenance strategies and minimising operational disruptions.

Bringing in technology to simplify proactive maintenance

New technologies are changing how petrochemical plants maintain their equipment. Artificial intelligence and machine learning can analyse vast datasets to identify signals that predict when equipment might fail, plan maintenance schedules, and help make better decisions.

This includes the use of Remote Monitoring and Diagnostics (RM&D) to identify potential failures and even predict how much longer parts will last. Sophisticated algorithms can analyse wear patterns and almost accurately forecast a part’s lifespan, allowing plants to order only the necessary spare parts, rather than relying on outdated, generic lists.

Continuous developments in the IoT space make it possible for plants to monitor equipment in real time, so that problems can be identified earlier and fixed before they become worse. Robotics can handle repetitive or dangerous maintenance jobs, making tasks safer and more efficient, while augmented and virtual reality can be used for skills development, helping to train technicians, provide remote support for tricky repairs, and improve the effectiveness of routine inspections.

Proactive maintenance today, operational resilience tomorrow

Petrochemical companies facing the harsh realities of extreme environments can no longer gamble with a run-to-failure approach. It’s a dangerous game with unsustainable costs and risks. Proactive maintenance isn’t just a good idea, it’s the bedrock of safe and reliable operations, but it means more than just fixing things when they break. It demands a commitment to the development of a well-trained workforce that is empowered by cutting-edge technologies like predictive maintenance and sophisticated monitoring systems. These investments not only boost reliability, slash risks and optimise resources, but also set the stage for long-term success and profitability.


Credit(s)



Share this article:
Share via emailShare via LinkedInPrint this page

Further reading:

Schneider Electric’s Five-Pillar Strategy takes the guesswork out of equip
Schneider Electric South Africa IT in Manufacturing
Schneider Electric’s Field Service Cycle, otherwise known as the Five-Pillar Strategy, is a structured approach to managing the lifecycle of equipment to prolong asset lifespan while reducing the total cost of ownership for customers.

Read more...
Enhancing operational safety and efficiency through advanced risk-based modelling
IT in Manufacturing
Now, more than ever, capital and operational cost can be reduced while enhancing operational safety and increasing production uptime by applying transformative methods such as Computational Fluid Dynamics modelling.

Read more...
Laying the groundwork in IT/OT
IT in Manufacturing
In the realm of manufacturing, the core mandate is to deliver value to stakeholders. For many in the industry, this is best achieved through a risk-averse approach. Only upon establishing a robust foundation should a business consider venturing into advanced optimisation or cutting-edge technological innovations such as industrial AI.

Read more...
Looking into the future of machine vision
Omron Electronics IT in Manufacturing
Artificial intelligence (AI) is driving a significant transformation in all areas of industrial automation, and machine vision is no exception. Omron’s AI-powered machine vision systems seamlessly integrate state-of-the-art algorithms, enabling machines to analyse and interpret visual data meticulously.

Read more...
Driving digital transformation in the truck industry
Siemens South Africa IT in Manufacturing
Tatra Trucks, a leading truck manufacturer in Czechia, has adopted the Siemens Xcelerator portfolio of industry software including Teamcenter software for product lifecycle management and the Mendix low code platform to help increase production volume and strengthen its ability to manufacture vehicles that meet specific customer requirements.

Read more...
Opinion piece: Digital twins in manufacturing – design, optimise and expand
Schneider Electric South Africa IT in Manufacturing
Digital twin technology can help create better products, fast. It can also transform the work of product development. This strong statement from McKinsey reinforces how far digital twins have come in manufacturing.

Read more...
Asset tracking is key to driving operational excellence and sustainable growth
Schneider Electric South Africa IT in Manufacturing
Asset tracking plays a critical role in the success of industrial businesses. By effectively managing and monitoring assets, companies can optimise their operations, ensuring that resources are used efficiently. This leads to improved productivity and reduced costs.

Read more...
Siemens democratises AI-driven PCB design for small and medium electronics teams
Siemens South Africa IT in Manufacturing
Siemens Digital Industries Software is making its AI-enhanced electronic systems design technology more accessible to small and mid-sized businesses with PADS Pro Essentials software and Xpedition Standard software.

Read more...
Predicting and preventing cyber-attacks with AI and generative AI
IT in Manufacturing
The speed at which cyber threats are evolving is unprecedented. As a result, companies need to implement state-of-the-art technology to protect their data and systems.

Read more...
Real-world lessons in digital transformation
IT in Manufacturing
Synthesis has helped businesses across multiple industries with their digital transformation by solving their unique integration challenges.

Read more...









While every effort has been made to ensure the accuracy of the information contained herein, the publisher and its agents cannot be held responsible for any errors contained, or any loss incurred as a result. Articles published do not necessarily reflect the views of the publishers. The editor reserves the right to alter or cut copy. Articles submitted are deemed to have been cleared for publication. Advertisements and company contact details are published as provided by the advertiser. Technews Publishing (Pty) Ltd cannot be held responsible for the accuracy or veracity of supplied material.




© Technews Publishing (Pty) Ltd | All Rights Reserved