下一代军事行动：利用人工智能提升后勤效率、能源管理与气候战备

NEXT-GEN MILITARY OPERATIONS:LEVERAGING AI FOR EFFICIENTLOGISTICS, ENERGYMANAGEMENT, AND CLIMATEPREPAREDNESS DR NISHAKANT OJHA Dr Nishakant Ojha is a strategic expertonAI,quantum,andemergingtechnologies, analysingtheir impact ondefence,intelligence,warfare,andgeopolitics and a Chair of Excellence atCENJOWS Next-Gen Military Operations:Leveraging AI for EfficientLogistics, Energy Management,and Climate Preparedness Abstract The new generation army working force modernsing themselves with the aid ofartificialintelligence. The modern means canassist in logistic supply management, energy management,and weather forecasting and prepare a task force to meet challenging circumstances. It isanappropriate example of advancedcountries,such astheU.S. agency and NATO routing system.Smart microgrid saves on fuel by 35 percent, offersa continuous supply of power touninterrupted missions. Another example is the AI model that assistsin taking swift action inthe2024 cyclone and 2025OperationSindoor in India. Such issues as cyber-attacksandweaksecurity continue along withaprogressive system. Those advance tool and enhanced self-driven automated tools are used to reduce the risktohuman life in many countries such astheU.S.,Russia,China,Europe,and India.Encourage compatible platforms,strengthencybersecurity, speed up renewables and work together in the world to ensure clear AI oversight. Keywords:Predictive analytics, smart energy management, military logistics,artificialintelligence (AI), operational resilience, and climate preparedness. Introduction The new era of modern technologieshas consumedthe boundaries in all such fields like energymanagement, catastrophe prevention,andlogistic assistance.1New standardsfor research andreal-life implementations were set byanadvancedmilitary defence system.2The sophisticatedanalytical methods are discovered to be useful in the logistic sector in terms of researchers invarious nations searching about new prospects in upgradation of technologies such as theUnited States, the United Kingdom, the European Union, India, Russia, China, and Brazil3topredict the demands, visibility to the supply chain and risk analysis, and the sustainable andsafe allocation of resources.4The progress is discovered to be more effective, versatile,nonhazardous, sustainable, and continuous in the undesired occurrences. The USDepartmentofDefence advanced their technology of mapping the field that is precise and fast in givingaccurate results,and assistsdecision makersin makingquick decisions to support systemsprepared at all times.5To ensureacontinuous communication network to offer all possibleassistance at all points U.S and its allies in Europe modernised the tools to use Realtime datasurveillance system and smart management systems.6The use of sophisticated forcesandforward machines to handle the scenario in the cyclone-hit regions in India in 2014 isthe bestillustration to indicate how such technological advancement can be useful in the contemporaryworld. The collective efforts of Russia and China in coming up withresearch that assists in managingthe supplies and the support that the front-line soldiers will receive in critical operations withimprovedtechnology.7Most of the National disaster response agencies all over the world,within a very short time,upgrade bya third of the machineryand tools in an effort to ensurethat there is continuous communication in all circumstances and offer rapid response,alsominimise the harm caused by any disaster and save more lives. Also,pinpoint precision,sustainability, wide use, assistance in fast decision, enhance functionality and reduce the riskof hazards are the outstanding improvements of such technology. It will also assist indiminishing the human contribution and easing challenging tasks,surmountinglife-threateningrisks.8 Background and Context The high pace of digital connectivity, self-directed system and information technology ismodernising our defence systems all over the world. The military is also prepared with numerous instruments, soldiers and equipment enhance the working capabilities and decision-making authority even in extreme situations. Drone vehicles and self-driven drones can carryout even complicated tasks with high accuracy,do not require human intervention and cancause no physical damage to the soldier.9The under predictive analytics and combined systemof courses entailamanagement system and also presuppose the complete management ofdemand and supply based on the actual time demands that contribute to the positivemanagement of the intense mission without any risky impact.10 The necessity to be moredefensive againstphysical assault,and this is in conjunction with thecyber-attack, the system must be made more flexible and sturdier against the attack. Theineffective network, connectivity,11supply chain discrepancy, drastic weather circumstancesor the likelihood of a simple hacking of the system can make the mission fail or ratherbedelayed.