2915 - 揭秘量子计算：使用 Qiskit Runtime 进行优化和执行.pdf

1、Qiskit RuntimeSession 2915Session 2915Neal MorarityAmbassador Lead US East Region,IBM QuantumRobert LoredoCEO,Entangled Solutions GroupQuantum computing is the 2nd quantum revolution in history.2025 IBM CorporationWhat was first?The first quantum revolution created tens of trillions of dollars worth

2、 of impact LaserMRISolar cellsAtomic clocksLEDSTransistorElectron microscopePolymersNature is discreteEnergy,velocity,light,position,etc.,at the fundamental limit are quantized 2025 IBM CorporationWhat was first?2025 IBM CorporationE.ON partnered with IBM to develop next-generation solutions with qu

3、antum algorithms,including applying a QML method to determine optimal policies for vehicle-to-grid(V2G)scheduling.The team carried out the largest experimental demonstration of QML on IBM quantum computers to date and with comparable accuracies to classical support vector classifiers(SVCs)and improv

4、ed runtime scaling as EV count increases,reaching up to 156 qubits on synthetic data and 40+qubits on real-world data.Optimizing vehicle-to-grid fleet charge scheduling“The reason we decided to partner with IBM Quantum was we wanted to be exposed to the experts in the field.We not only gained access

5、 to this hardware,but we gained access to experts and were able to skill up our team.”Giorgio CortianaHead of Data&AI,E.ONVehicle-to-grid(V2G)scheduling entails leveraging electric vehicles(EVs)as battery energy storage systems(BESSs)to provide capacity-related services and improve electric grid sta

6、bility.4 Read the papers:arXiv:2407.20802;arXiv:2412.07915QMLOptimizationEnergy portfolio weather risk analysiso Involves large numbers of Monte Carlo simulations(#locations,#contracts,#days,#of weather and price variations)o It is critical to the E.ON business and to secure affordable energy costsB