Achieving Efficiency: Thermal and Emissions Control Insights

Energy Tech Review | Friday, January 23, 2026

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The Asia-Pacific (APAC) region is increasingly struggling with the paradox of its own prosperity: growing environmental impact and resource consumption. Particularly in the crucial areas of resource recovery and reuse, the intersection of artificial intelligence (AI) and the ideas of a circular economy offers a revolutionary route towards sustainable energy systems. The traditional linear "take-make-dispose" model is no longer viable. A circular economy, by contrast, aims to keep resources in use for as long as possible, extract the maximum value from them whilst in use, then recover and regenerate products and materials at the end of each service life. AI acts as a crucial enabler, providing the intelligence to optimize these complex, interconnected processes, resulting in unprecedented efficiencies in the energy sector of the APAC region. Optimizing Waste Heat Recovery Across the region, industrial processes—from large-scale manufacturing hubs in China to the rapidly expanding data centers in Singapore and Japan—generate substantial amounts of waste heat, representing a largely untapped energy resource. AI has the potential to transform waste heat recovery by enabling smarter, more efficient systems. Through real-time monitoring and anomaly detection, AI-powered sensors and algorithms can track fluctuations in temperature and pressure, allowing immediate identification of inefficiencies and ensuring optimal heat capture. Predictive maintenance further enhances system reliability by analyzing operational data to forecast when equipment, such as heat exchangers, requires servicing, thereby reducing costly downtime in heavy industries. AI can optimize load management by routing recovered heat to applications such as district heating, power generation, or adjacent industrial processes, based on real-time demand. In industrial parks, this capability can extend to creating an interconnected energy network, where recovered heat is shared across facilities to maximize overall efficiency. Intelligent Resource Recovery from Waste-to-Energy (WtE) Plants WtE facilities are emerging as a key solution in the region, addressing the dual challenge of sustainable waste management and renewable energy generation. The integration of AI has the potential to significantly enhance the circularity and efficiency of these plants. Through advanced waste characterization, AI-powered sensors and imaging systems can accurately analyze incoming waste streams, enabling the recovery of recyclable and reusable materials before they are incinerated. This not only preserves valuable resources but also optimizes the calorific value of the residual waste. In parallel, machine learning algorithms can adjust combustion parameters in real time, ensuring maximum energy output while minimizing emissions and enhancing the efficiency of non-recyclable material processing. AI can support the valorization of ash and slag byproducts by analyzing their composition to identify recoverable minerals and materials. These byproducts can then be repurposed in industries such as construction, thereby reinforcing the circular economy and closing the loop on waste. The fusion of AI and circular economy principles presents a profound opportunity for the APAC region to redefine its energy landscape. AI can boost waste heat recovery, prolong battery life, and convert waste to energy/materials by analyzing data, predicting outcomes, and optimizing systems. This intelligent approach to resource management is not just an environmental imperative; it is an economic opportunity that will drive innovation, create new industries, and pave the way for a truly sustainable and resilient energy future for the entire region. ...Read more
The nuclear energy sector, vital for a stable and decarbonized future, operates under stringent safety protocols, paramount among which is the management of radioactive materials. This necessitates sophisticated solutions for remote handling and containment, ensuring the protection of personnel and the environment. The industry is currently experiencing an evolution in these areas, driven by advancements in robotics, automation, and material science, all converging to redefine operational safety and efficiency within nuclear facilities. Advancements in Remote Handling Technologies At its core, nuclear remote handling containment revolves around the principle of "defense in depth," employing multiple layers of protection against radiological release. This begins with the design of the nuclear fuel itself, followed by its cladding, the reactor vessel, and ultimately, the robust containment structure. Within these layers, remote handling technologies play a crucial role, allowing operators to interact with highly radioactive materials and components from a safe distance, often behind substantial shielding. The current landscape of remote handling technologies is diverse and continually advancing. Mechanical and electrical master-slave manipulators (MSMs) remain a cornerstone, offering dexterous control for intricate tasks. These systems, often bridge-mounted or gantry-mounted, are equipped with kinematically similar arms and force-reflecting feedback, providing operators with a tactile sense of the remote environment. The precision offered by advanced servo manipulators (ASMs) is particularly critical for delicate operations such as handling thermocouples or aligning impact wrenches within hot cells – shielded environments specifically designed for the manipulation of radioactive substances. Beyond traditional manipulators, the industry is witnessing a significant shift towards more automated and intelligent systems. Gantry-mounted power manipulators (GMPMs), for instance, are electrically actuated systems designed for heavier remote handling operations and maintenance activities inside hot cells. These systems incorporate telescopic booms, hooks for lifting loads, and multi-axis articulated manipulator arms, all of which are controlled remotely. The design of such systems is planned, considering constraints like inter-cell wall openings and the need for remote maintenance and component replacement. Remote viewing systems are indispensable for effective remote handling. While CCTV-based systems have traditionally been cost-effective and widely used, there's a growing emphasis on enhancing their longevity and reliability in harsh radiation environments. Innovative mechanisms are being developed to retract cameras into shielded environments when not in use, protecting their sensitive components from radiation damage. The integration of advanced sensors, including those for real-time radiation monitoring and 3D mapping, further enhances the operator's situational awareness, enabling more precise and safer operations. Evolving Containment Strategies The concept of containment itself is continually refined. Beyond the physical barriers of reinforced concrete and steel, which are designed to withstand significant internal pressures and external hazards, there's a focus on "functional containment" in advanced reactor designs. This approach emphasizes inherent and passive safety features that reduce the reliance on active systems or operator intervention to prevent radionuclide release. For example, some advanced designs incorporate coolants operating at or near atmospheric pressure, which inherently reduces the likelihood of coolant loss in the event of a breach. Similarly, advanced fuels with their containment functions, such as TRISO fuels, minimize the release of fission products even at the point of origin. Modular construction is another significant trend impacting both reactor design and, consequently, remote handling and containment strategies. Small Modular Reactors (SMRs) are designed with a focus on factory fabrication of components, which can then be assembled on-site. This modularity not only expedites construction but also presents opportunities for standardized remote handling procedures and pre-tested containment modules, potentially leading to increased safety and efficiency. Digital Integration and Future Outlook The integration of advanced digital technologies is proving transformative for remote handling and containment. Artificial intelligence (AI) and machine learning are being explored for optimizing nuclear threat detection, enhancing the efficiency of remote operations, and improving predictive maintenance for remote handling equipment. Digital twins, which are virtual replicas of physical systems, enable engineers to simulate and test reactor operations and remote handling scenarios in a risk-free virtual environment, significantly improving training and operational readiness. Cybersecurity is also becoming increasingly critical, as it ensures the integrity and reliability of these interconnected digital systems. The industry is seeing an increased application of robotics and remote systems in the nuclear back-end, particularly in radioactive waste management and decommissioning. These highly hazardous environments demand autonomous and semi-autonomous solutions to minimize human exposure. Innovations in this area include automated material handling systems within containment structures, designed for modularity, ease of remote maintenance, and standardization. These systems are crucial for the efficient and safe movement of radioactive waste for processing, packaging, and long-term storage or disposal. Nuclear remote handling and containment, driven by the imperative of safety, coupled with the pursuit of enhanced efficiency and cost-effectiveness, has put the industry on a trajectory towards a future where nuclear energy is safer and more efficient than ever before. The ongoing development of advanced reactor designs, including SMRs and microreactors, will necessitate new approaches to remote operation and integrated containment. The emphasis will remain on creating systems that are inherently safer, more resilient, and capable of operating with minimal human presence in hazardous zones. The synergistic integration of advanced robotics and sophisticated sensor technologies within robust containment structures is setting the stage for a new era of nuclear energy, where human intervention in high-radiation environments is increasingly a matter of remote precision and intelligent automation. ...Read more
Grid flexibility is now vital due to the explosive growth of intermittent renewable energy sources like solar and wind. The industry is currently focusing on a new frontier: Long Duration Energy Storage (LDES), even if short-duration batteries (usually 2-4 hours) have become a standard instrument for everyday energy shifting and auxiliary services. LDES, which refers to systems that can discharge for ten hours or longer, is no longer just a theoretical idea. In order to alter their grids and create a more resilient, decarbonized future, utilities are implementing LDES on a broad scale in the real world. The Growing Role of Long-Duration Energy Storage LDES is moving from concept to deployment, as utilities and developers worldwide invest in these technologies. Thermal storage solutions are also gaining traction, helping industries reduce fossil fuel reliance by converting surplus renewable energy into stored heat. Additionally, hydrogen and other chemical storage technologies are advancing toward early-stage commercialization. To capture the full value of LDES, utilities and regulators are adapting procurement models that account for multi-day discharge capability and site-specific advantages. Resource adequacy frameworks are evolving toward metrics such as “expected unserved energy” (EUE), which better reflect the system reliability contributions of long-duration storage. Power Purchase Agreements (PPAs) are increasingly incorporating provisions that reward duration and resilience, ensuring revenue certainty for capital-intensive projects. At the same time, state-level mandates and targets are being established to encourage utilities to integrate LDES into their portfolios. Lessons Learned from Early Adopters The first wave of LDES projects has delivered valuable lessons for utilities and developers, particularly in navigating technical, financial, and regulatory complexities. A key insight is the importance of value stacking—LDES systems achieve the greatest economic viability when they can access multiple revenue streams, from energy and capacity markets to ancillary services such as voltage support and frequency regulation. Early deployments have also underscored the need for technology-specific considerations, as different chemistries exhibit varying sensitivities to temperature, degradation profiles, and thermal management requirements. Equally critical is site selection, where proximity to transmission infrastructure and compliance with environmental and permitting regulations can significantly influence project outcomes. Perhaps most importantly, the success of LDES depends on policy and regulatory alignment. Existing market structures, built around fossil-fuel-centric grids, often fail to capture the full value of LDES, making continuous regulatory reform essential to accelerate large-scale adoption and deployment. The journey from pilot to portfolio for long-duration storage is well underway. While challenges remain, a confluence of maturing technologies, innovative procurement models, and a growing recognition of the need for grid resilience is propelling the LDES market forward. As utilities continue to deploy these projects and share their lessons learned, they are not only solving the technical challenges of integrating high levels of renewables but also building the foundational infrastructure for a truly sustainable and resilient energy system of the future. The transition to a clean grid requires more than just generation—it requires the ability to store and dispatch clean power around the clock, and LDES is proving to be the linchpin of that transformation. ...Read more
 As nations transition to cleaner energy sources, energy storage is crucial for global energy stability and dependability. Advances in storage technology will facilitate the seamless integration of renewable sources into the grid.  The Evolution of Energy Storage Technologies Non-lithium alternatives are gaining the spotlight in the energy storage market, with companies leading this push by opening new manufacturing lines and sodium-ion cells already being produced in China. Such a shift from traditional lithium-ion is predicated on a belief in safer systems, lesser augmentation needs, and lowered lifecycle costs. Regulatory Landscape and Safety Standards: How to Navigate Improvement in Energy Storage Safety Standards is a process full of pitfalls and learning lessons. The sector is reaping from the pioneering people who set the standards and also handled hostile safety laws. However, the knowledge sharing across the sector remains patchy. In 2024, the industry stakeholders are supposed to keep pace with the fast-changing safety implementation standards of design, siting, and operations. This year, attention to engaging communities at large heightens and begins to add layers of complexity to energy storage project prices, logistics, and labor. These development challenges at an early stage will remain and will be continuously faced by the sector in its urge to enable the uptake of storage solutions from the grassroots level upwards. Rising Distributed Storage The increasing retail electricity rates and the growing sensitivities to carbon footprints are two influential drivers pushing more households toward distributed storage solutions. Such devices not only prevent increases in energy prices but also guarantee backup power availability. The road to wider diffusion is fraught with challenges, however, since growing sensitivities associated with battery fire safety are making the burden of permittivity increasingly insurmountable. Growth in distributed storage underlines a social trend toward sustainable and resilient energy solutions. With such advances, the energy storage market is all set to emerge at the forefront of the movement toward cleaner and more reliable energy systems worldwide. ...Read more