Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
driven maintenance
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "driven maintenance" is correct and usable in written English.
It can be used in contexts related to maintenance practices that are guided or influenced by specific factors, such as data or performance metrics. Example: "The company has implemented a driven maintenance strategy to ensure that equipment is serviced based on usage patterns and performance data."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
Results of the study provide a quantifiable basis for formulating exergy economy driven maintenance scheduling and PG test procedures.
This unfolds the maintenance strategies that could be used to ensure just-in-time, effective, safe and customer-demand driven maintenance of the RVS machine when utilized in both surface and underground mining environments.
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
For industrial systems with reparable components, the most interesting parameter used to drive maintenance is the stationary availability.
In recent months, as a member of the tenant association, she has shared fellow residents' concern over what they say is the danger posed by golf carts driven by maintenance workers along the pedestrian walkways.
News & Media
In the condominium development where she lives in Homestead, Fla., south of Miami, Patricia Newlan said that 10 of 87 units are in foreclosure, which has driven up maintenance fees for everyone else and caused other problems.
News & Media
Therefore, green maintenance driven product design and maintenance actions are critically important; and organizations are now looking for methods and tools to assess the sustainability aspects of their design and operation.
This study shows that composition and quality of the surrounding matrix can actually drive the maintenance of herpetofauna species in early successional stages.
Science
Such a baseline allows the use of detected changes to drive proactive maintenance and preservation interventions, or more refined assessment approaches, to ensure the on-going safety, serviceability, and durability of the structure.
Science
Its mechanical and surface properties may act synergistically in the modulation of bipotential and glial restricted progenitor phenotypes, while it is l-lactate, either added to the medium or released by the film that drives the maintenance of neuronal restricted progenitor cell phenotypes.
Science
IL-23 was shown to drive the maintenance and expansion of a distinct and newly identified CD4+ helper T cell subset, Th17 cells, which produced abundant amounts of IL-17 instead of IFN-γ [10].
Science
Below we discuss the results with respect to the association between individual soil variables and particular clades to highlight how plant-soil associations may drive the maintenance of diversity and the distributions of tropical genera and families.
Science
Expert writing Tips
Best practice
When using "driven maintenance", specify the driving factor to enhance clarity. For example, "data-driven maintenance" is more precise than simply "driven maintenance".
Common error
Avoid using "driven maintenance" without specifying the driving factor, which can lead to ambiguity. Always clarify what is driving the maintenance strategy.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "driven maintenance" functions as a noun phrase, where "driven" modifies the noun "maintenance", indicating that the maintenance is guided or influenced by a particular factor. Ludwig AI provides examples that clarify specific contexts where this term is applicable.
Frequent in
Science
60%
News & Media
20%
Formal & Business
20%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "driven maintenance" is a phrase used to describe maintenance practices that are guided by specific factors such as data, performance metrics, or customer demand. As Ludwig AI points out, specifying the driving factor improves clarity, for example, "data-driven maintenance". The phrase is grammatically sound but appears relatively infrequently, primarily in scientific, news, and business contexts. Alternatives such as "condition-based maintenance" or "performance-based maintenance" offer more specificity. To ensure effective communication, clarify the 'driving' factor when employing this term.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
data-driven maintenance
Specifies that data is the primary factor influencing maintenance activities.
condition-based maintenance
Maintenance decisions are based on the actual condition of the equipment.
performance-based maintenance
Maintenance is scheduled based on performance metrics.
customer-demand driven maintenance
Maintenance driven by customer requests or needs.
economy-driven maintenance
Maintenance driven by economical factors.
predictive maintenance
Maintenance actions are determined by predicting future failures.
reliability-centered maintenance
Maintenance strategy focused on maintaining system reliability.
proactive maintenance
Maintenance is initiated before a failure occurs.
preventive maintenance
Scheduled maintenance to prevent breakdowns.
usage-based maintenance
Maintenance is scheduled according to the amount of usage.
FAQs
What does "driven maintenance" mean?
"Driven maintenance" refers to maintenance practices that are guided or influenced by specific factors, such as data, performance metrics, or customer demand.
What can I say instead of "driven maintenance"?
You can use alternatives like "data-driven maintenance", "condition-based maintenance", or "performance-based maintenance" depending on the context.
How does "driven maintenance" differ from preventive maintenance?
"Driven maintenance" is a broader term that encompasses various strategies based on specific factors, while preventive maintenance is a specific type of maintenance performed at predetermined intervals to reduce the likelihood of failure.
When is it appropriate to use the term "driven maintenance"?
Use "driven maintenance" when you want to emphasize that maintenance activities are not arbitrary but are guided by a specific factor or set of factors. For example, in industries where maintenance is strongly regulated or impacted by economic factors.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested