Produced
water from steam-assisted gravity drainage (SAGD) operations
is a complex mixture of inorganic and organic constituents. Silica,
carbonate and bicarbonate, and hardness are three inorganic constituents
of interest, whereas the organic contaminants are composed of free
and emulsified oil (F&EO) and water-soluble organic (WSO) fractions.
Although the current warm lime softening (WLS) and hot lime softening
(HLS) in SAGD operations are able to remove particles, silica, and
organics, improving the removal efficiency of organics and silica
still faces technical and operational challenges given their complex
chemistry in produced water. Much effort has been put toward developing
effective and cost-efficient treatment processes to handle organics
and silica. In this work, we have systematically reviewed the properties
of silica and the characteristics of dissolved organics in SAGD produced
water, as well as the working principle and removal mechanisms of
several techniques, including membrane technology, adsorption, coagulation–flocculation,
and hybrid processes. Different analytical techniques for characterizing
dissolved organics have been assessed, and the dominant and representative
organic species in produced water have been identified. The advantages
and limitations, impact factors, application performance, and effectiveness
of each technology have been discussed in terms of the removal efficiency
for silica and organics. Some remaining challenges and perspectives
for future research are also presented. This work provides an improved
understanding of the characteristics of silica and organics in SAGD
produced water, as well as different treatment technologies, with
useful implications for developing effective, feasible, and cost-efficient
treatment processes with the objective of enhancing the removal of
silica and organics from produced water, thereby leading to economic
and environmental performance improvements.