Adaptive water planning for WA industrial futures | GHD Insights

Planning water supply for industrial futures

How adaptive planning and data science are shaping water strategies for Western Australia’s emerging industrial hubs
Authors: Daniel Visser, Phil Filippou, Oliver Friendship, Joshua Gunn
Aerial view of a coastal industrial water‑processing and desalination facility with circular treatment tanks.

At a glance

At this year’s Connected by Water conference, Daniel Visser shared insights into GHD’s innovative approach to industrial water planning for Western Australia’s Maitland and Oakajee Strategic Industrial Areas (SIAs). Daniel presented how data-driven, flexible planning can manage uncertainty in developing water and wastewater infrastructure for future fuel industries. The presentation introduced the new Modelled Adaptive Pathways Planning (MAPP) approach, showing how it provides a roadmap for industrial development and long-term community benefit. 
At this year’s Connected by Water conference, Daniel Visser shared insights into GHD’s innovative approach to industrial water planning for Western Australia’s Maitland and Oakajee Strategic Industrial Areas (SIAs). Daniel presented how data-driven, flexible planning can manage uncertainty in developing water and wastewater infrastructure for future fuel industries. The presentation introduced the new Modelled Adaptive Pathways Planning (MAPP) approach, showing how it provides a roadmap for industrial development and long-term community benefit.

Water at the heart of industrial transformation

Water has always been a foundation of progress. Today, it sits at the heart of the global transition toward low-carbon energy and industrial decarbonisation. In Western Australia, this shift is gaining momentum through a network of SIAs designed to support industries producing future fuels such as hydrogen, ammonia and sustainable aviation fuel.


These industrial zones can create jobs, attract investment and strengthen Australia’s energy security. Yet, their success relies on a critical enabler: access to reliable, affordable and sustainable water and wastewater services. The challenge? Planning those services amid profound uncertainty about what the future holds. 

Navigating unknown waters

When we began working with our clients on the Maitland and Oakajee SIAs, Water Servicing Studies, became clear that traditional approaches to infrastructure planning weren’t enough. The questions went beyond “how much water will we need?” They extended to when, where and under what conditions water would be required.


Each SIA involved multiple proponents at different stages of development. Their technologies, production processes and economic and commercial drivers were in flux. Market dynamics, government policies and even global geopolitics all shaped what might unfold. In short, we were planning for an industrial future that did not yet exist.


Uncertainty is not a problem to avoid; it’s a condition to manage. That realisation became the foundation for our approach.

Introducing Modelled Adaptive Pathways Planning 

Planning for an uncertain future requires flexibility, which is exactly what Adaptive Pathways Planning provides. This framework helps decision-makers prepare for uncertainty by developing a series of “pathways” or options that can be adjusted as circumstances change. Instead of locking into a single long-term plan, it allows flexibility to pivot as new information emerges.


Through our work, we developed Modelled Adaptive Pathways Planning (MAPP), an enhanced approach that combines adaptive planning with data science and probabilistic (stochastic) modelling to better quantify uncertainty and risk. In simple terms, stochastic modelling uses computer simulations to explore thousands of possible future scenarios. It helps us understand how variables such as water efficiency, cooling methods, global fuel prices, macroeconomic trends and the maturity of offtake agreements might influence outcomes.


By quantifying uncertainty rather than simply acknowledging it, we can make evidence-based decisions that are flexible, robust and grounded in real data. 

Two regions, two stages, one adaptable approach

The Maitland and Oakajee SIAs represent two different stages of industrial maturity, offering a unique perspective to test our methodology and explore how water planning can remain flexible amid uncertainty.


At Maitland, planning was still at an early conceptual stage. We used macroeconomic and spatial modelling to estimate the potential production capacity and water demand for different industrial configurations and macroeconomic growth scenarios.


At Oakajee, the picture was more defined. Multiple proponents had outlined their development intentions, allowing us to combine their plans, including commercial fundamentals with independent validation and sensitivity testing. This provided a clearer sense of timing, scale and sequence, while maintaining flexibility for change. 

Across both areas, our aim was the same: to identify water and wastewater servicing solutions that could evolve alongside industrial growth, rather than lock us into a single, inflexible future."

Daniel Visser - Technical Director - Water Treatment & Desalination

Infographic showing how technical and economic factors shape multiple future industrial water‑demand scenarios.

MAPPing the future: turning data into strategy 

MAPP combines technical sophistication with the ability to turn complex data into actionable insights, helping decision-makers see clearly what to do and when.

Data helps us uncover opportunities that aren’t immediately visible. By modelling thousands of future scenarios, we can see where recycled water, desalination or shared infrastructure will create the most value for industry and communities."

Phil Filippou – Advisor - Simulation and Decision Science

At Maitland, we applied multi-criteria analysis (MCA), a structured method for comparing different options using technical and non-technical factors such as cost, environmental impact and future scalability. This was followed by Real Options Analysis, a financial technique borrowed from investment modelling that quantifies the value of flexibility. This helped determine not just what to invest in, but also when.


The outcome was a set of adaptive pathways – roadmaps showing different development trajectories and the triggers for change. These were captured visually in a “plan on a page,” making it easier for planners, investors and government agencies to align decisions and respond as conditions evolve.  

This structure transforms uncertainty from a barrier into a framework for action."

Joshua Gunn - Senior Advisor - Asset Management

Water as a catalyst for decarbonisation

Future fuels will require large volumes of water across Australia’s emerging hydrogen and ammonia industries. This presents both a challenge and an opportunity for the water sector.


The challenge is clear: large-scale industrial water use can strain local resources, increase costs and compete with community needs.


The opportunity lies in designing water systems that are smarter, circular and future-ready.


These systems recover, recycle and repurpose water in ways that support both industry and community growth.


Through adaptive, modelled planning, we can better understand where these synergies exist. At Maitland and Oakajee SIAs, this meant identifying when desalination would be necessary, how wastewater could be reused and how infrastructure could scale efficiently as demand grows.  

Four-step diagram showing the Adaptive Pathways Planning process from problem definition to implementation.

Steering industrial futures together

What stood out most during our work and at the Connected by Water conference was how collaboration drives progress. The MAPP framework was not developed in isolation. It drew on GHD’s multidisciplinary services across Perth, Sydney and Darwin, alongside our industry partners.


Each perspective added a new dimension, from policy insight to data science and from financial modelling to on-the-ground operational knowledge. Together, we built a methodology that is not just technically rigorous, but also practical, adaptable and grounded in collaboration.

Macroeconomic conditions and proponent-specific commercial realities influence future water demand for new industrial developments at least as significantly as the technical factors. Any approach that does not consider the economic and commercial factors only tells half the story."

Oliver Friendship - Advisor - Government Advisory

As industrial development accelerates, the water sector’s role will continue to evolve. Green hydrogen, circular economies and low-carbon manufacturing demand new ways of thinking, not just about how water is supplied, but how it’s valued, shared and sustained. By combining data science, economic insight and collaboration, we can chart pathways that are technically sound and socially meaningful, helping shape the industrial futures that can deliver long-term value for Australia.




This article was developed in collaboration with our industry partner, Celine Stocker from Water Corporation whose insight and contribution was instrumental in shaping the outcomes presented. 

Authors