{ "at": "2026-09-03T05:54:25.741Z", "version": "SG-IC-1.2.0", "currencyScale": 7, "protocol": "仅以改造前基线及明示假设输入；目标 PUE/实际可调比例均不输入。固定当前模型，不以这些结果调参。", "cases": [ { "id": "R01", "name": "Google POP 1", "input": { "projectName": "Google POP 1 · 公开案例复测", "location": "美国 · POP 1", "type": "enterprise", "capacityMw": 0.25, "loadMode": "mw", "load": 0.085, "hours": 8760, "pue": 2.4, "price": 0.7000000000000001, "peakPrice": 0.7000000000000001, "valleyPrice": 0.7000000000000001, "contractMw": 0, "billRmb": null, "demandRate": 0, "cooling": "air", "climate": "unknown", "chillerMw": 0.444, "coolingMwh": null, "control": "high", "aiShare": 0, "flexibility": "high", "scheduler": false, "flexDurationHours": 2, "systems": "full", "upsMw": 0, "upsMinutes": 0, "upsReserveMinutes": 0, "upsDispatch": false, "bessMw": 0, "bessMwh": 0, "pvMw": 0, "participatingDr": false, "participatingVpp": false, "participatingMarket": false, "gridConfirmed": false, "gridHours": 0, "gridRate": 0, "gridBaselineRevenue": 0, "retainedShare": 100, "capexPreference": "customer", "majorHardware": true, "powerCapacityMw": null, "transformerCapacityMw": null, "usableUpsMw": null, "usableCoolingMw": null, "peakPue": null, "safetyMargin": 10, "illustrative": true, "targetPue": null, "flexibleLoadPct": null, "annualShiftHours": 0, "valleyHours": 8, "shiftEnergyFactor": 1, "gridAvailableMw": null, "platformBudgetRmb": 0, "additionalInvestmentRmb": 175000, "contingencyPct": 0, "annualServiceFeeRmb": 0, "additionalAnnualCostRmb": 0, "performanceFeePct": 0, "benefitDelayMonths": 0 }, "source": "https://www.google.com/corporate/datacenter/dc-best-practices-google.pdf", "actual": { "pueAfter": 1.5, "deltaPue": 0.9, "annualSavingsMwhLowerBound": 670, "annualSavingsUsdReported": 67000, "investmentUsd": 25000, "derivedSimplePaybackMonths": 4.477611940298508 }, "notes": [ "目标 PUE 留空，披露的 1.5 不进入模型输入。", "85 kW 为公开实际 IT 负荷，250 kW 为公开设计容量；8760 小时为年化假设。", "0.10 美元/kWh 由公开节电及费用量级推算，并非独立取得的改造前电价；因此财务为该有效价格条件下的比较。", "所有美元金额统一乘 7 适配人民币界面，此固定比例仅用于货币缩放；不代表历史或当前汇率，回收期与相对差异不受该比例影响。", "平台、固定费、绩效费、预备费与收益形成期均设 0，用于对齐报告的投资/能源节省口径；不能宣称费用实际均为 0，也不是 StarGrid 当前商业报价。", "冷却分项缺失，保留系统默认 75% 辅助能耗比例；可控性按高分类。" ], "result": { "modelVersion": "SG-IC-1.2.0", "assessedAt": "2026-09-03T05:54:24.566Z", "project": { "capacityMw": 0.25, "load": 0.085, "hours": 8760, "pue": 2.4, "price": 0.7000000000000001, "peakPrice": 0.7000000000000001, "valleyPrice": 0.7000000000000001, "contractMw": 0, "demandRate": 0, "aiShare": 0, "flexDurationHours": 2, "upsMw": 0, "upsMinutes": 0, "upsReserveMinutes": 0, "bessMw": 0, "bessMwh": 0, "pvMw": 0, "gridHours": 0, "gridRate": 0, "gridBaselineRevenue": 0, "retainedShare": 100, "safetyMargin": 10, "billRmb": null, "chillerMw": 0.444, "coolingMwh": null, "powerCapacityMw": null, "transformerCapacityMw": null, "usableUpsMw": null, "usableCoolingMw": null, "peakPue": null, "targetPue": null, "flexibleLoadPct": null, "annualShiftHours": 0, "valleyHours": 8, "platformBudgetRmb": 0, "additionalInvestmentRmb": 175000, "annualServiceFeeRmb": 0, "additionalAnnualCostRmb": 0, "contingencyPct": 0, "gridAvailableMw": null, "batteryEfficiencyPct": null, "batteryUsablePct": null, "batteryWearRmbPerKwh": null, "performanceFeePct": 0, "benefitDelayMonths": 0, "verifiedDemandReductionMw": null, "shiftEnergyFactor": 1, "type": "enterprise", "loadMode": "mw", "cooling": "air", "climate": "unknown", "control": "high", "flexibility": "high", "systems": "full", "capexPreference": "customer", "scheduler": false, "upsDispatch": false, "participatingDr": false, "participatingVpp": false, "participatingMarket": false, "gridConfirmed": false, "majorHardware": true, "illustrative": true, "projectName": "Google POP 1 · 公开案例复测", "location": "美国 · POP 1" }, "confidence": "示例概算 · 请替换为项目数据", "warnings": [ "尚无算力调度接口，任务移峰收益按 0；获批电力资产可独立评估。", "美国 · POP 1的 DR / VPP / 电力市场资格及结算条款待核验，市场收益未计入回收期。", "当前 PUE 较高；默认冷却情景只覆盖渐进运行改善。老旧系统整改或设备改造需补充方案目标和工程预算。" ], "regional": { "region": "美国 · POP 1", "checkedAt": "2026-09-03", "programs": [ { "name": "DR / VPP / 现货 / 辅助服务", "status": "未收录当地规则，需专项核验" } ], "source": null }, "sources": [ { "label": "储能效率参考 · NREL 2024 ATB", "url": "https://atb.nrel.gov/electricity/2024/commercial_battery_storage", "scope": "采用 85% 代表往返效率作为缺省参考；并非本项目设备保证值，未采用美国投资单价。" }, { "label": "节能量核验方法 · DOE / FEMP M&V 5.0", "url": "https://www.energy.gov/cmei/femp/articles/mv-guidelines-measurement-and-verification-performance-based-contracts-version-0", "scope": "参考基线、调整因素与改造后计量的核验思路；未宣称当前概算已完成现场 M&V。" }, { "label": "数据中心需求响应现场研究 · LBNL-5763E", "url": "https://eta-publications.lbl.gov/publications/demand-response-opportunities-and", "scope": "四站点研究涉及 IT、冷却和负载迁移；组合降载不能全部归因于计算任务延后。" }, { "label": "能耗与冷却效率方法 · US DOE / FEMP", "url": "https://www.energy.gov/cmei/femp/articles/best-practices-guide-energy-efficient-data-center-design", "scope": "支持 PUE、能源计量及冷却优化方法；10% / 20% / 30% 为本工具工程情景，非 DOE 对项目收益的保证。" }, { "label": "Intuit Quincy 能效改进 · DOE Better Buildings", "url": "https://betterbuildingssolutioncenter.energy.gov/showcase-projects/intuit-quincy-facility-energy-upgrades", "scope": "公开案例支持冷却及运行改进方向；与当前项目设备、气候及改造范围未必一致。" }, { "label": "AI 负荷降载试验及数据 · Nature Energy", "url": "https://www.nature.com/articles/s41560-025-01927-1", "scope": "Phoenix 试验目标 25% 降载、3 小时；是参考案例，不是当前项目承诺。" }, { "label": "长时 AI 降载联合试验 · National Grid / EPRI / Nebius", "url": "https://ngpartners.cdn.prismic.io/ngpartners/aabLtVxvIZEnjRNr_v11_emerald-ai_march2026.pdf", "scope": "2026 年报告披露超过 10 小时的 10% 降载；用于检查时长适用边界。" }, { "label": "计算任务需求响应 · Google", "url": "https://cloud.google.com/blog/products/infrastructure/using-demand-response-to-reduce-data-center-power-consumption", "scope": "支持任务延后及补算机制；不支持本工具每年 250 / 400 / 600 小时的预设值。" }, { "label": "跨地域算电协同 · 华北电力大学 / 阿里巴巴", "url": "https://energy.ncepu.edu.cn/zxdt/yjydt/aa1a9f538ad3461f90f33704e2791695.htm", "scope": "跨地域迁移案例；本工具未计跨站迁移收益及相关成本，不能直接复现该案例。" }, { "label": "能源系统优化方法参考 · REopt", "url": "https://github.com/NatLabRockies/REopt.jl", "scope": "参考能源平衡与调度经济分析思路；本工具没有调用 REopt 引擎。" }, { "label": "已接入开源求解器 · HiGHS", "url": "https://highs.dev/", "scope": "通过 highs-js 1.15.2 执行峰谷代表周期的线性优化；求解正确不代表项目假设已实测验证。" }, { "label": "JavaScript 集成组件 · highs-js", "url": "https://github.com/lovasoa/highs-js", "scope": "MIT 开源组件，随项目运行；没有单独建设优化服务。" }, { "label": "虚拟电厂发展指导意见 · 发改能源〔2025〕357号", "url": "https://www.ndrc.gov.cn/xxgk/zcfb/tz/202504/t20250411_1397162_ext.html", "scope": "当地接入、检测和市场准入仍需核验" }, { "label": "电力需求侧管理办法（2023年版）", "url": "https://www.ndrc.gov.cn/xxgk/zcfb/ghxwj/202309/t20230927_1360902_ext.html", "scope": "政策背景，不作为项目收益或资格证明" } ], "baseline": { "itMw": 0.085, "itMwh": 744.6, "totalMwh": 1787.04, "energyBill": 1250928.0000000002, "coolingMwh": 781.83, "coolingSource": "辅助能耗拆分估计", "annualCost": 1250928.0000000002, "modeledBill": 1250928.0000000002, "costSource": "运行参数估算" }, "scenarios": [ { "key": "conservative", "deltaPue": 0.10500000000000001, "targetPue": 2.295, "coolingMwhSaved": 78.183, "cooling": 54728.100000000006, "power": 0, "compute": 0, "battery": 0, "demand": 0, "gross": 54728.100000000006, "retained": 54728.100000000006, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 54728.100000000006, "investment": 175000, "platformInvestment": 0, "additionalInvestment": 175000, "contingency": 0, "contingencyPct": 0, "simplePayback": 3.1976260823964284, "cashPayback": 3.1976260823964284, "grid": null, "gridMw": null, "flexMw": 0, "availableFlexMw": 0, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0, "computeRmb": 0, "batteryRmb": 0, "peakHours": 2, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 3.0294, "peakConsumptionMwh": 0.39015 }, "cycles": 0, "annualShiftHours": 0, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": 98640.5 }, { "key": "base", "deltaPue": 0.21000000000000002, "targetPue": 2.19, "coolingMwhSaved": 156.366, "cooling": 109456.20000000001, "power": 0, "compute": 0, "battery": 0, "demand": 0, "gross": 109456.20000000001, "retained": 109456.20000000001, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 109456.20000000001, "investment": 175000, "platformInvestment": 0, "additionalInvestment": 175000, "contingency": 0, "contingencyPct": 0, "simplePayback": 1.5988130411982142, "cashPayback": 1.5988130411982142, "grid": null, "gridMw": null, "flexMw": 0, "availableFlexMw": 0, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0, "computeRmb": 0, "batteryRmb": 0, "peakHours": 2, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 2.8907999999999996, "peakConsumptionMwh": 0.3723 }, "cycles": 0, "annualShiftHours": 0, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": 372281 }, { "key": "upside", "deltaPue": 0.315, "targetPue": 2.085, "coolingMwhSaved": 234.549, "cooling": 164184.30000000002, "power": 0, "compute": 0, "battery": 0, "demand": 0, "gross": 164184.30000000002, "retained": 164184.30000000002, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 164184.30000000002, "investment": 175000, "platformInvestment": 0, "additionalInvestment": 175000, "contingency": 0, "contingencyPct": 0, "simplePayback": 1.0658753607988096, "cashPayback": 1.0658753607988096, "grid": null, "gridMw": null, "flexMw": 0, "availableFlexMw": 0, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0, "computeRmb": 0, "batteryRmb": 0, "peakHours": 2, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 2.7521999999999998, "peakConsumptionMwh": 0.35445000000000004 }, "cycles": 0, "annualShiftHours": 0, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": 645921.5000000001 } ], "investmentRange": [ 175000, 175000 ], "investmentComplete": true, "evidence": [ { "label": "冷却节能", "value": "冷却用电改善 10 / 20 / 30%", "kind": "工程情景假设", "detail": "参考 DOE 方法与公开改进案例，按控制可实施程度调整；不将个案节能率视为行业保证值。" }, { "label": "可调任务", "value": "AI/HPC 负荷的 10 / 20 / 35%", "kind": "案例参考下的情景假设", "detail": "再校核补算窗口、IT 余量及全站功率上限；不代表已获得电网可调容量认证。" }, { "label": "年度机会", "value": "0 小时", "kind": "项目填报", "detail": "同时限制年运行天数；电网事件预留日不重复用于移峰及储能套利。" }, { "label": "投资与费用", "value": "采用填报平台预算", "kind": "项目填报", "detail": "已计新增设备与配套工程 17.5 万元，预备费 0%；不是供应商正式报价。" }, { "label": "开源计算", "value": "HiGHS · 峰谷代表周期优化", "kind": "已接入", "detail": "联合计算任务移峰与储能，保持补算电量和充放电能量平衡；不进行真实任务排程。" } ], "exclusions": [ "电网服务收益与扩容潜力单独评估，不计入能源成本节省及投资回收期。", "投资概算包括平台与实施预算、填报的新增设备及配套工程、预备费；第三方投资的费用也需按项目全口径填报，未自动扣除融资主体承担部分。", "现金流为税前、未折现、不含融资与未填报的设备更换、迁移成本；收益形成期 0 个月，期间收入按 0，固定服务和其他年成本自项目起点持续计入；收益形成后按稳定年收益估算。", "任务移峰电量系数默认 1，仅计 IT 电量；未经验证的冷却随动效果不自动增加收益。储能效率默认参考 NREL ATB 的 85%，额定能量可用比例和循环成本仍为可替换假设。", "HiGHS 优化的是平均负荷下的峰谷代表周期，假设移走任务在低价窗口补齐；不等同于逐时全年调度、任务 SLA 验证或正式工程设计。", "冷却架构、气候与铭牌制冷量用于评估范围说明，未据此建立设备仿真；无分项计量时，冷却占辅助用电 75% 为工程假设。", "概算情景是供投资判断的范围，不是统计置信区间；来源支持方法和案例，不构成机构对本产品或项目收益的背书。" ], "trust": { "status": "示例参数 · 未经项目核验", "filled": 7, "total": 10, "checks": [ { "label": "年度账单", "filled": false, "needed": "同计量边界的近 12 个月电费与电量" }, { "label": "冷却分项", "filled": false, "needed": "冷却用电分项计量，避免把全部辅助能耗作为冷却" }, { "label": "冷却方案", "filled": false, "needed": "方案目标 PUE、措施范围及形成依据" }, { "label": "任务可调比例", "filled": true, "needed": "可延后任务比例及截止时间约束" }, { "label": "年度执行窗口", "filled": true, "needed": "可执行天数、峰谷窗口与运行记录" }, { "label": "低价补算窗口", "filled": true, "needed": "每日补算及充电时段" }, { "label": "设施容量", "filled": true, "needed": "冗余和安全裕度后的供电与变压器能力" }, { "label": "电池性能", "filled": true, "needed": "电池效率、可用比例及循环损耗成本" }, { "label": "项目投资", "filled": true, "needed": "平台、设备、安装调试与配套工程报价" }, { "label": "年度费用", "filled": true, "needed": "固定服务费、绩效费、维护与其他成本" } ], "parameters": [ { "label": "冷却分项用电", "value": 781.83, "unit": "MWh/年", "kind": "工程假设", "detail": "缺少计量时按辅助用电的 75% 拆分，不是通用行业比例。", "source": null }, { "label": "冷却用电改善", "value": "10 / 20 / 30", "unit": "%（无方案时）", "kind": "工程情景", "detail": "10/20/30% 按可控性调整；案例只支持机制，未统计拟合。", "source": null }, { "label": "方案目标 PUE", "value": 2.19, "unit": "", "kind": "工程情景", "detail": "基准计算值；填报目标也需同口径计量确认。", "source": null }, { "label": "可调 IT 负荷比例", "value": 0, "unit": "%", "kind": "工程情景", "detail": "默认由 AI 占比和任务灵活性推算；个案比例不代表本站能力。", "source": null }, { "label": "年度移峰机会", "value": 0, "unit": "小时", "kind": "项目填报 · 待核验", "detail": "默认三情景 250/400/600 小时，另受同日恢复和年度运行约束。", "source": null }, { "label": "低价补算 / 充电窗口", "value": 8, "unit": "小时/日", "kind": "项目填报 · 待核验", "detail": "默认最多 8 小时；与响应时长合计不超过 24 小时。", "source": null }, { "label": "移峰电量系数", "value": 1, "unit": "", "kind": "项目填报 · 待核验", "detail": "默认 1，仅计 IT 移峰电量；高于 1 的冷却随动效应需要运行数据支持。", "source": null }, { "label": "电池往返效率", "value": 85, "unit": "%", "kind": "公开技术参考", "detail": "NREL 2024 ATB 采用 85% 代表值；按具体设备边界替换。", "source": "https://atb.nrel.gov/electricity/2024/commercial_battery_storage" }, { "label": "储能额定能量可用比例", "value": 80, "unit": "%", "kind": "工程假设", "detail": "默认 80%；储能能量按电池侧额定容量，充放电效率对称拆分。", "source": null }, { "label": "循环损耗成本", "value": 0.08, "unit": "元/放电kWh", "kind": "工程假设", "detail": "默认 0.08；与其他年成本避免重复计提，更换预算须说明是否另计。", "source": null }, { "label": "计费需量削减", "value": 0, "unit": "MW", "kind": "缺省不计", "detail": "无项目值按 0；有值仍受冷却改善功率约束，补算及充电受新需量上限约束。", "source": null }, { "label": "平台与实施预算", "value": 0, "unit": "元", "kind": "项目填报 · 待核验", "detail": "沿用 StarGrid 初步范围，未经市场报价校准，不是行业单价。", "source": null }, { "label": "新增设备及工程", "value": 175000, "unit": "元", "kind": "项目填报 · 待核验", "detail": "新增设备必填才显示项目完整回收期；填 0 也仅表示填报。", "source": null }, { "label": "预备费", "value": 0, "unit": "%", "kind": "项目填报 · 待核验", "detail": "默认 10%，项目可替换为 0–30%；不是概算准确率。", "source": null }, { "label": "年度固定服务费", "value": 0, "unit": "元/年", "kind": "项目填报 · 待核验", "detail": "基础 / 完整方案默认 35 / 65 万元/年；按实际合同替换。", "source": null }, { "label": "其他新增年成本", "value": 0, "unit": "元/年", "kind": "项目填报 · 待核验", "detail": "运维、迁移、设备辅助用能、租赁等尚未填写的成本不会自动估算。", "source": null }, { "label": "绩效费比例", "value": 0, "unit": "%", "kind": "项目填报 · 待核验", "detail": "按留存收益扣固定费用后正额计提，默认 10%。", "source": null }, { "label": "收益形成期", "value": 0, "unit": "个月", "kind": "项目填报 · 待核验", "detail": "默认 6 个月收入为 0，固定年费用从项目起点持续计入。", "source": null } ], "priority": [ "同计量边界的近 12 个月电费与电量", "冷却用电分项计量，避免把全部辅助能耗作为冷却", "方案目标 PUE、措施范围及形成依据" ], "conclusion": "可用于早期投资概算；年度收益尚未通过本站运行数据验证。", "validation": "计算规则与独立求解复核；公开案例用于方法及适用边界对照，不能等同于项目预测准确率。", "modelBoundary": "平均负荷下的峰谷代表周期；同日补齐计算与储能电量。跨地域迁移、真实任务排程、全年逐时天气与动态电价另行评估。" }, "sensitivity": { "basis": "每项单独上下调整 20%，其他条件保持基准；触及物理边界时截断。此为敏感性试算，不是预测误差或概率区间。", "rows": [ { "key": "cooling", "label": "冷却改善幅度", "lower": { "factor": 0.8, "net": 87564.96000000008, "cashPayback": 1.9985163014977663, "investment": 175000 }, "upper": { "factor": 1.2, "net": 131347.44000000012, "cashPayback": 1.332344200998511, "investment": 175000 }, "netImpact": 21891.240000000107, "decisionImpact": 0.24999999999999906 }, { "key": "capex", "label": "平台及设备投资", "lower": { "factor": 0.8, "net": 109456.20000000001, "cashPayback": 1.2790504329585715, "investment": 140000 }, "upper": { "factor": 1.2, "net": 109456.20000000001, "cashPayback": 1.9185756494378572, "investment": 210000 }, "netImpact": 0, "decisionImpact": 0.2000000000000001 }, { "key": "flex", "label": "可调任务比例", "lower": { "factor": 0.8, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "upper": { "factor": 1.2, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "netImpact": 0, "decisionImpact": 0 }, { "key": "hours", "label": "年度移峰小时", "lower": { "factor": 0.8, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "upper": { "factor": 1.2, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "netImpact": 0, "decisionImpact": 0 }, { "key": "spread", "label": "峰谷电价差", "lower": { "factor": 0.8, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "upper": { "factor": 1.2, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "netImpact": 0, "decisionImpact": 0 }, { "key": "opex", "label": "年度固定费用", "lower": { "factor": 0.8, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "upper": { "factor": 1.2, "net": 109456.20000000001, "cashPayback": 1.5988130411982142, "investment": 175000 }, "netImpact": 0, "decisionImpact": 0 } ] }, "recommendations": { "engagement": "算电冷协同专项评估", "scope": "代表性 IT 负荷 + 对应冷却系统", "model": "第三方投资硬件 + 平台服务", "budget": [ 200000, 500000 ], "next": "双方确认项目负责人与数据口径，结合近 12 个月账单和 15 分钟运行曲线，明确专项评估范围。", "stage": "专项评估" }, "readiness": [ { "label": "运行基线", "status": "待补充账单或分项计量" }, { "label": "设施接口", "status": "可提供接口与数据" }, { "label": "算力调度", "status": "待确认调度接口" }, { "label": "收益归属", "status": "业主留存比例 100%（填报）" }, { "label": "运行安全", "status": "待确认业务要求与操作授权" }, { "label": "市场资格", "status": "待核验项目资格与结算条款" } ] }, "scenarios": [ { "scenario": "conservative", "pueAfter": 2.295, "deltaPue": 0.10500000000000001, "annualCoolingKwh": 78183, "grossRmb": 54728.100000000006, "netRmb": 54728.100000000006, "investmentRmb": 175000, "paybackYears": 3.1976260823964284, "paybackMonths": 38.37151298875714, "flexKw": 0, "flexPct": 0, "eventShiftKwh": 0, "eventMeanKw": 85 }, { "scenario": "base", "pueAfter": 2.19, "deltaPue": 0.21000000000000002, "annualCoolingKwh": 156366, "grossRmb": 109456.20000000001, "netRmb": 109456.20000000001, "investmentRmb": 175000, "paybackYears": 1.5988130411982142, "paybackMonths": 19.18575649437857, "flexKw": 0, "flexPct": 0, "eventShiftKwh": 0, "eventMeanKw": 85 }, { "scenario": "upside", "pueAfter": 2.085, "deltaPue": 0.315, "annualCoolingKwh": 234549, "grossRmb": 164184.30000000002, "netRmb": 164184.30000000002, "investmentRmb": 175000, "paybackYears": 1.0658753607988096, "paybackMonths": 12.790504329585715, "flexKw": 0, "flexPct": 0, "eventShiftKwh": 0, "eventMeanKw": 85 } ], "comparison": { "mainMetric": "PUE 改善量", "prediction": 0.21000000000000002, "reference": 0.9, "unit": "PUE", "absoluteDifference": -0.69, "relativeDifferencePct": -76.66666666666666, "pueAfterDifference": 0.69, "energyDifferenceVsLowerBoundPct": -76.66179104477612, "grossUsd": 15636.600000000002, "moneyDifferencePct": -76.66179104477612, "paybackDifferenceMonths": 14.70814455408006 }, "live": { "status": 200, "matchedLocal": true, "latencyMs": 1363 } }, { "id": "R02", "name": "Intuit Quincy", "input": { "projectName": "Intuit Quincy · PUE 归一化复测", "location": "美国华盛顿州 Quincy", "type": "enterprise", "capacityMw": 4, "loadMode": "mw", "load": 1, "hours": 8760, "pue": 1.45, "price": 0.17500000000000002, "peakPrice": 0.17500000000000002, "valleyPrice": 0.17500000000000002, "contractMw": 0, "billRmb": null, "demandRate": 0, "cooling": "water", "climate": "unknown", "chillerMw": null, "coolingMwh": null, "control": "high", "aiShare": 0, "flexibility": "high", "scheduler": false, "flexDurationHours": 2, "systems": "full", "upsMw": 0, "upsMinutes": 0, "upsReserveMinutes": 0, "upsDispatch": false, "bessMw": 0, "bessMwh": 0, "pvMw": 0, "participatingDr": false, "participatingVpp": false, "participatingMarket": false, "gridConfirmed": false, "gridHours": 0, "gridRate": 0, "gridBaselineRevenue": 0, "retainedShare": 100, "capexPreference": "customer", "majorHardware": true, "powerCapacityMw": null, "transformerCapacityMw": null, "usableUpsMw": null, "usableCoolingMw": null, "peakPue": null, "safetyMargin": 10, "illustrative": true, "targetPue": null, "flexibleLoadPct": null, "annualShiftHours": 0, "valleyHours": 8, "shiftEnergyFactor": 1, "gridAvailableMw": null, "platformBudgetRmb": 0, "additionalInvestmentRmb": 1568000, "contingencyPct": 0, "annualServiceFeeRmb": 0, "additionalAnnualCostRmb": 0, "performanceFeePct": 0, "benefitDelayMonths": 0 }, "source": "https://betterbuildingssolutioncenter.energy.gov/showcase-projects/intuit-quincy-facility-energy-upgrades", "actual": { "pueBefore": 1.45, "pueAfter": 1.36, "deltaPue": 0.09, "period": "2012 与 2015 年度图表；不混入月度 1.52→1.35", "investmentUsd": 224000, "annualSavings2015Usd": 51800 }, "notes": [ "目标 PUE 留空，1.36 仅作为输出对照。", "4 MW 是页面项目规模；平均 IT 实载未披露，1 MW 是归一化测试输入。", "当前关闭任务和储能后，PUE 改善比例不依赖规模；归一化可以比较 PUE，但不能比较现场绝对节电和回收期。", "冷却分项缺失，保留系统默认比例；高可控性为依据改造措施作出的测试分类。", "电价 0.025 美元/kWh 和投资 224000 美元来自页面，金额统一乘 7；年度服务费等 0 是对照口径假设。", "本次不能用系统按 1 MW 产生的金额与公开 51800 美元/年计算误差，也不能反推 IT 负荷来贴合它。" ], "result": { "modelVersion": "SG-IC-1.2.0", "assessedAt": "2026-09-03T05:54:25.396Z", "project": { "capacityMw": 4, "load": 1, "hours": 8760, "pue": 1.45, "price": 0.17500000000000002, "peakPrice": 0.17500000000000002, "valleyPrice": 0.17500000000000002, "contractMw": 0, "demandRate": 0, "aiShare": 0, "flexDurationHours": 2, "upsMw": 0, "upsMinutes": 0, "upsReserveMinutes": 0, "bessMw": 0, "bessMwh": 0, "pvMw": 0, "gridHours": 0, "gridRate": 0, "gridBaselineRevenue": 0, "retainedShare": 100, "safetyMargin": 10, "billRmb": null, "chillerMw": null, "coolingMwh": null, "powerCapacityMw": null, "transformerCapacityMw": null, "usableUpsMw": null, "usableCoolingMw": null, "peakPue": null, "targetPue": null, "flexibleLoadPct": null, "annualShiftHours": 0, "valleyHours": 8, "platformBudgetRmb": 0, "additionalInvestmentRmb": 1568000, "annualServiceFeeRmb": 0, "additionalAnnualCostRmb": 0, "contingencyPct": 0, "gridAvailableMw": null, "batteryEfficiencyPct": null, "batteryUsablePct": null, "batteryWearRmbPerKwh": null, "performanceFeePct": 0, "benefitDelayMonths": 0, "verifiedDemandReductionMw": null, "shiftEnergyFactor": 1, "type": "enterprise", "loadMode": "mw", "cooling": "water", "climate": "unknown", "control": "high", "flexibility": "high", "systems": "full", "capexPreference": "customer", "scheduler": false, "upsDispatch": false, "participatingDr": false, "participatingVpp": false, "participatingMarket": false, "gridConfirmed": false, "majorHardware": true, "illustrative": true, "projectName": "Intuit Quincy · PUE 归一化复测", "location": "美国华盛顿州 Quincy" }, "confidence": "示例概算 · 请替换为项目数据", "warnings": [ "尚无算力调度接口，任务移峰收益按 0；获批电力资产可独立评估。", "美国华盛顿州 Quincy的 DR / VPP / 电力市场资格及结算条款待核验，市场收益未计入回收期。" ], "regional": { "region": "美国华盛顿州 Quincy", "checkedAt": "2026-09-03", "programs": [ { "name": "DR / VPP / 现货 / 辅助服务", "status": "未收录当地规则，需专项核验" } ], "source": null }, "sources": [ { "label": "储能效率参考 · NREL 2024 ATB", "url": "https://atb.nrel.gov/electricity/2024/commercial_battery_storage", "scope": "采用 85% 代表往返效率作为缺省参考；并非本项目设备保证值，未采用美国投资单价。" }, { "label": "节能量核验方法 · DOE / FEMP M&V 5.0", "url": "https://www.energy.gov/cmei/femp/articles/mv-guidelines-measurement-and-verification-performance-based-contracts-version-0", "scope": "参考基线、调整因素与改造后计量的核验思路；未宣称当前概算已完成现场 M&V。" }, { "label": "数据中心需求响应现场研究 · LBNL-5763E", "url": "https://eta-publications.lbl.gov/publications/demand-response-opportunities-and", "scope": "四站点研究涉及 IT、冷却和负载迁移；组合降载不能全部归因于计算任务延后。" }, { "label": "能耗与冷却效率方法 · US DOE / FEMP", "url": "https://www.energy.gov/cmei/femp/articles/best-practices-guide-energy-efficient-data-center-design", "scope": "支持 PUE、能源计量及冷却优化方法；10% / 20% / 30% 为本工具工程情景，非 DOE 对项目收益的保证。" }, { "label": "Intuit Quincy 能效改进 · DOE Better Buildings", "url": "https://betterbuildingssolutioncenter.energy.gov/showcase-projects/intuit-quincy-facility-energy-upgrades", "scope": "公开案例支持冷却及运行改进方向；与当前项目设备、气候及改造范围未必一致。" }, { "label": "AI 负荷降载试验及数据 · Nature Energy", "url": "https://www.nature.com/articles/s41560-025-01927-1", "scope": "Phoenix 试验目标 25% 降载、3 小时；是参考案例，不是当前项目承诺。" }, { "label": "长时 AI 降载联合试验 · National Grid / EPRI / Nebius", "url": "https://ngpartners.cdn.prismic.io/ngpartners/aabLtVxvIZEnjRNr_v11_emerald-ai_march2026.pdf", "scope": "2026 年报告披露超过 10 小时的 10% 降载；用于检查时长适用边界。" }, { "label": "计算任务需求响应 · Google", "url": "https://cloud.google.com/blog/products/infrastructure/using-demand-response-to-reduce-data-center-power-consumption", "scope": "支持任务延后及补算机制；不支持本工具每年 250 / 400 / 600 小时的预设值。" }, { "label": "跨地域算电协同 · 华北电力大学 / 阿里巴巴", "url": "https://energy.ncepu.edu.cn/zxdt/yjydt/aa1a9f538ad3461f90f33704e2791695.htm", "scope": "跨地域迁移案例；本工具未计跨站迁移收益及相关成本，不能直接复现该案例。" }, { "label": "能源系统优化方法参考 · REopt", "url": "https://github.com/NatLabRockies/REopt.jl", "scope": "参考能源平衡与调度经济分析思路；本工具没有调用 REopt 引擎。" }, { "label": "已接入开源求解器 · HiGHS", "url": "https://highs.dev/", "scope": "通过 highs-js 1.15.2 执行峰谷代表周期的线性优化；求解正确不代表项目假设已实测验证。" }, { "label": "JavaScript 集成组件 · highs-js", "url": "https://github.com/lovasoa/highs-js", "scope": "MIT 开源组件，随项目运行；没有单独建设优化服务。" }, { "label": "虚拟电厂发展指导意见 · 发改能源〔2025〕357号", "url": "https://www.ndrc.gov.cn/xxgk/zcfb/tz/202504/t20250411_1397162_ext.html", "scope": "当地接入、检测和市场准入仍需核验" }, { "label": "电力需求侧管理办法（2023年版）", "url": "https://www.ndrc.gov.cn/xxgk/zcfb/ghxwj/202309/t20230927_1360902_ext.html", "scope": "政策背景，不作为项目收益或资格证明" } ], "baseline": { "itMw": 1, "itMwh": 8760, "totalMwh": 12702, "energyBill": 2222850, "coolingMwh": 2956.4999999999995, "coolingSource": "辅助能耗拆分估计", "annualCost": 2222850, "modeledBill": 2222850, "costSource": "运行参数估算" }, "scenarios": [ { "key": "conservative", "deltaPue": 0.033749999999999995, "targetPue": 1.41625, "coolingMwhSaved": 295.65, "cooling": 51738.75000000001, "power": 0, "compute": 0, "battery": 0, "demand": 0, "gross": 51738.75000000001, "retained": 51738.75000000001, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 51738.75000000001, "investment": 1568000, "platformInvestment": 0, "additionalInvestment": 1568000, "contingency": 0, "contingencyPct": 0, "simplePayback": 30.306105191949936, "cashPayback": 30.306105191949936, "grid": null, "gridMw": null, "flexMw": 0, "availableFlexMw": 0, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0, "computeRmb": 0, "batteryRmb": 0, "peakHours": 2, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 33.99, "peakConsumptionMwh": 2.8325 }, "cycles": 0, "annualShiftHours": 0, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": -1309306.25 }, { "key": "base", "deltaPue": 0.06749999999999999, "targetPue": 1.3825, "coolingMwhSaved": 591.3, "cooling": 103477.50000000001, "power": 0, "compute": 0, "battery": 0, "demand": 0, "gross": 103477.50000000001, "retained": 103477.50000000001, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 103477.50000000001, "investment": 1568000, "platformInvestment": 0, "additionalInvestment": 1568000, "contingency": 0, "contingencyPct": 0, "simplePayback": 15.153052595974968, "cashPayback": 15.153052595974968, "grid": null, "gridMw": null, "flexMw": 0, "availableFlexMw": 0, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0, "computeRmb": 0, "batteryRmb": 0, "peakHours": 2, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 33.18, "peakConsumptionMwh": 2.765 }, "cycles": 0, "annualShiftHours": 0, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": -1050612.5 }, { "key": "upside", "deltaPue": 0.10124999999999999, "targetPue": 1.34875, "coolingMwhSaved": 886.9499999999999, "cooling": 155216.25, "power": 0, "compute": 0, "battery": 0, "demand": 0, "gross": 155216.25, "retained": 155216.25, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 155216.25, "investment": 1568000, "platformInvestment": 0, "additionalInvestment": 1568000, "contingency": 0, "contingencyPct": 0, "simplePayback": 10.102035063983314, "cashPayback": 10.102035063983314, "grid": null, "gridMw": null, "flexMw": 0, "availableFlexMw": 0, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0, "computeRmb": 0, "batteryRmb": 0, "peakHours": 2, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 32.37, "peakConsumptionMwh": 2.6975 }, "cycles": 0, "annualShiftHours": 0, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": -791918.75 } ], "investmentRange": [ 1568000, 1568000 ], "investmentComplete": true, "evidence": [ { "label": "冷却节能", "value": "冷却用电改善 10 / 20 / 30%", "kind": "工程情景假设", "detail": "参考 DOE 方法与公开改进案例，按控制可实施程度调整；不将个案节能率视为行业保证值。" }, { "label": "可调任务", "value": "AI/HPC 负荷的 10 / 20 / 35%", "kind": "案例参考下的情景假设", "detail": "再校核补算窗口、IT 余量及全站功率上限；不代表已获得电网可调容量认证。" }, { "label": "年度机会", "value": "0 小时", "kind": "项目填报", "detail": "同时限制年运行天数；电网事件预留日不重复用于移峰及储能套利。" }, { "label": "投资与费用", "value": "采用填报平台预算", "kind": "项目填报", "detail": "已计新增设备与配套工程 156.8 万元，预备费 0%；不是供应商正式报价。" }, { "label": "开源计算", "value": "HiGHS · 峰谷代表周期优化", "kind": "已接入", "detail": "联合计算任务移峰与储能，保持补算电量和充放电能量平衡；不进行真实任务排程。" } ], "exclusions": [ "电网服务收益与扩容潜力单独评估，不计入能源成本节省及投资回收期。", "投资概算包括平台与实施预算、填报的新增设备及配套工程、预备费；第三方投资的费用也需按项目全口径填报，未自动扣除融资主体承担部分。", "现金流为税前、未折现、不含融资与未填报的设备更换、迁移成本；收益形成期 0 个月，期间收入按 0，固定服务和其他年成本自项目起点持续计入；收益形成后按稳定年收益估算。", "任务移峰电量系数默认 1，仅计 IT 电量；未经验证的冷却随动效果不自动增加收益。储能效率默认参考 NREL ATB 的 85%，额定能量可用比例和循环成本仍为可替换假设。", "HiGHS 优化的是平均负荷下的峰谷代表周期，假设移走任务在低价窗口补齐；不等同于逐时全年调度、任务 SLA 验证或正式工程设计。", "冷却架构、气候与铭牌制冷量用于评估范围说明，未据此建立设备仿真；无分项计量时，冷却占辅助用电 75% 为工程假设。", "概算情景是供投资判断的范围，不是统计置信区间；来源支持方法和案例，不构成机构对本产品或项目收益的背书。" ], "trust": { "status": "示例参数 · 未经项目核验", "filled": 7, "total": 10, "checks": [ { "label": "年度账单", "filled": false, "needed": "同计量边界的近 12 个月电费与电量" }, { "label": "冷却分项", "filled": false, "needed": "冷却用电分项计量，避免把全部辅助能耗作为冷却" }, { "label": "冷却方案", "filled": false, "needed": "方案目标 PUE、措施范围及形成依据" }, { "label": "任务可调比例", "filled": true, "needed": "可延后任务比例及截止时间约束" }, { "label": "年度执行窗口", "filled": true, "needed": "可执行天数、峰谷窗口与运行记录" }, { "label": "低价补算窗口", "filled": true, "needed": "每日补算及充电时段" }, { "label": "设施容量", "filled": true, "needed": "冗余和安全裕度后的供电与变压器能力" }, { "label": "电池性能", "filled": true, "needed": "电池效率、可用比例及循环损耗成本" }, { "label": "项目投资", "filled": true, "needed": "平台、设备、安装调试与配套工程报价" }, { "label": "年度费用", "filled": true, "needed": "固定服务费、绩效费、维护与其他成本" } ], "parameters": [ { "label": "冷却分项用电", "value": 2956.4999999999995, "unit": "MWh/年", "kind": "工程假设", "detail": "缺少计量时按辅助用电的 75% 拆分，不是通用行业比例。", "source": null }, { "label": "冷却用电改善", "value": "10 / 20 / 30", "unit": "%（无方案时）", "kind": "工程情景", "detail": "10/20/30% 按可控性调整；案例只支持机制，未统计拟合。", "source": null }, { "label": "方案目标 PUE", "value": 1.3825, "unit": "", "kind": "工程情景", "detail": "基准计算值；填报目标也需同口径计量确认。", "source": null }, { "label": "可调 IT 负荷比例", "value": 0, "unit": "%", "kind": "工程情景", "detail": "默认由 AI 占比和任务灵活性推算；个案比例不代表本站能力。", "source": null }, { "label": "年度移峰机会", "value": 0, "unit": "小时", "kind": "项目填报 · 待核验", "detail": "默认三情景 250/400/600 小时，另受同日恢复和年度运行约束。", "source": null }, { "label": "低价补算 / 充电窗口", "value": 8, "unit": "小时/日", "kind": "项目填报 · 待核验", "detail": "默认最多 8 小时；与响应时长合计不超过 24 小时。", "source": null }, { "label": "移峰电量系数", "value": 1, "unit": "", "kind": "项目填报 · 待核验", "detail": "默认 1，仅计 IT 移峰电量；高于 1 的冷却随动效应需要运行数据支持。", "source": null }, { "label": "电池往返效率", "value": 85, "unit": "%", "kind": "公开技术参考", "detail": "NREL 2024 ATB 采用 85% 代表值；按具体设备边界替换。", "source": "https://atb.nrel.gov/electricity/2024/commercial_battery_storage" }, { "label": "储能额定能量可用比例", "value": 80, "unit": "%", "kind": "工程假设", "detail": "默认 80%；储能能量按电池侧额定容量，充放电效率对称拆分。", "source": null }, { "label": "循环损耗成本", "value": 0.08, "unit": "元/放电kWh", "kind": "工程假设", "detail": "默认 0.08；与其他年成本避免重复计提，更换预算须说明是否另计。", "source": null }, { "label": "计费需量削减", "value": 0, "unit": "MW", "kind": "缺省不计", "detail": "无项目值按 0；有值仍受冷却改善功率约束，补算及充电受新需量上限约束。", "source": null }, { "label": "平台与实施预算", "value": 0, "unit": "元", "kind": "项目填报 · 待核验", "detail": "沿用 StarGrid 初步范围，未经市场报价校准，不是行业单价。", "source": null }, { "label": "新增设备及工程", "value": 1568000, "unit": "元", "kind": "项目填报 · 待核验", "detail": "新增设备必填才显示项目完整回收期；填 0 也仅表示填报。", "source": null }, { "label": "预备费", "value": 0, "unit": "%", "kind": "项目填报 · 待核验", "detail": "默认 10%，项目可替换为 0–30%；不是概算准确率。", "source": null }, { "label": "年度固定服务费", "value": 0, "unit": "元/年", "kind": "项目填报 · 待核验", "detail": "基础 / 完整方案默认 35 / 65 万元/年；按实际合同替换。", "source": null }, { "label": "其他新增年成本", "value": 0, "unit": "元/年", "kind": "项目填报 · 待核验", "detail": "运维、迁移、设备辅助用能、租赁等尚未填写的成本不会自动估算。", "source": null }, { "label": "绩效费比例", "value": 0, "unit": "%", "kind": "项目填报 · 待核验", "detail": "按留存收益扣固定费用后正额计提，默认 10%。", "source": null }, { "label": "收益形成期", "value": 0, "unit": "个月", "kind": "项目填报 · 待核验", "detail": "默认 6 个月收入为 0，固定年费用从项目起点持续计入。", "source": null } ], "priority": [ "同计量边界的近 12 个月电费与电量", "冷却用电分项计量，避免把全部辅助能耗作为冷却", "方案目标 PUE、措施范围及形成依据" ], "conclusion": "可用于早期投资概算；年度收益尚未通过本站运行数据验证。", "validation": "计算规则与独立求解复核；公开案例用于方法及适用边界对照，不能等同于项目预测准确率。", "modelBoundary": "平均负荷下的峰谷代表周期；同日补齐计算与储能电量。跨地域迁移、真实任务排程、全年逐时天气与动态电价另行评估。" }, "sensitivity": { "basis": "每项单独上下调整 20%，其他条件保持基准；触及物理边界时截断。此为敏感性试算，不是预测误差或概率区间。", "rows": [ { "key": "cooling", "label": "冷却改善幅度", "lower": { "factor": 0.8, "net": 82782.00000000007, "cashPayback": 18.941315744968698, "investment": 1568000 }, "upper": { "factor": 1.2, "net": 124172.99999999996, "cashPayback": 12.627543829979146, "investment": 1568000 }, "netImpact": 20695.49999999994, "decisionImpact": 0.2499999999999992 }, { "key": "capex", "label": "平台及设备投资", "lower": { "factor": 0.8, "net": 103477.50000000001, "cashPayback": 12.122442076779974, "investment": 1254400 }, "upper": { "factor": 1.2, "net": 103477.50000000001, "cashPayback": 18.183663115169963, "investment": 1881600 }, "netImpact": 0, "decisionImpact": 0.20000000000000015 }, { "key": "flex", "label": "可调任务比例", "lower": { "factor": 0.8, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "upper": { "factor": 1.2, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "netImpact": 0, "decisionImpact": 0 }, { "key": "hours", "label": "年度移峰小时", "lower": { "factor": 0.8, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "upper": { "factor": 1.2, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "netImpact": 0, "decisionImpact": 0 }, { "key": "spread", "label": "峰谷电价差", "lower": { "factor": 0.8, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "upper": { "factor": 1.2, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "netImpact": 0, "decisionImpact": 0 }, { "key": "opex", "label": "年度固定费用", "lower": { "factor": 0.8, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "upper": { "factor": 1.2, "net": 103477.50000000001, "cashPayback": 15.153052595974968, "investment": 1568000 }, "netImpact": 0, "decisionImpact": 0 } ] }, "recommendations": { "engagement": "算电冷协同专项评估", "scope": "2.0MW 代表性 IT 集群 + 对应冷却系统", "model": "第三方投资硬件 + 平台服务", "budget": [ 200000, 500000 ], "next": "双方确认项目负责人与数据口径，结合近 12 个月账单和 15 分钟运行曲线，明确专项评估范围。", "stage": "专项评估" }, "readiness": [ { "label": "运行基线", "status": "待补充账单或分项计量" }, { "label": "设施接口", "status": "可提供接口与数据" }, { "label": "算力调度", "status": "待确认调度接口" }, { "label": "收益归属", "status": "业主留存比例 100%（填报）" }, { "label": "运行安全", "status": "待确认业务要求与操作授权" }, { "label": "市场资格", "status": "待核验项目资格与结算条款" } ] }, "scenarios": [ { "scenario": "conservative", "pueAfter": 1.41625, "deltaPue": 0.033749999999999995, "annualCoolingKwh": 295650, "grossRmb": 51738.75000000001, "netRmb": 51738.75000000001, "investmentRmb": 1568000, "paybackYears": 30.306105191949936, "paybackMonths": 363.6732623033992, "flexKw": 0, "flexPct": 0, "eventShiftKwh": 0, "eventMeanKw": 1000 }, { "scenario": "base", "pueAfter": 1.3825, "deltaPue": 0.06749999999999999, "annualCoolingKwh": 591300, "grossRmb": 103477.50000000001, "netRmb": 103477.50000000001, "investmentRmb": 1568000, "paybackYears": 15.153052595974968, "paybackMonths": 181.8366311516996, "flexKw": 0, "flexPct": 0, "eventShiftKwh": 0, "eventMeanKw": 1000 }, { "scenario": "upside", "pueAfter": 1.34875, "deltaPue": 0.10124999999999999, "annualCoolingKwh": 886949.9999999999, "grossRmb": 155216.25, "netRmb": 155216.25, "investmentRmb": 1568000, "paybackYears": 10.102035063983314, "paybackMonths": 121.22442076779976, "flexKw": 0, "flexPct": 0, "eventShiftKwh": 0, "eventMeanKw": 1000 } ], "comparison": { "mainMetric": "PUE 改善量", "prediction": 0.06749999999999999, "reference": 0.09, "unit": "PUE", "absoluteDifference": -0.022500000000000006, "relativeDifferencePct": -25.00000000000001, "pueAfterDifference": 0.022499999999999964 }, "live": { "status": 200, "matchedLocal": true, "latencyMs": 388 } }, { "id": "R03", "name": "Phoenix Oracle / Emerald AI", "input": { "projectName": "Phoenix · 集群功率事件复测", "location": "美国 Phoenix", "type": "ai", "capacityMw": 0.2, "loadMode": "mw", "load": 0.09334316762813312, "hours": 8760, "pue": 1, "price": 0.65, "peakPrice": 0.95, "valleyPrice": 0.35, "contractMw": 0, "billRmb": null, "demandRate": 0, "cooling": "air", "climate": "unknown", "chillerMw": null, "coolingMwh": null, "control": "high", "aiShare": 100, "flexibility": "high", "scheduler": true, "flexDurationHours": 3, "systems": "full", "upsMw": 0, "upsMinutes": 0, "upsReserveMinutes": 0, "upsDispatch": false, "bessMw": 0, "bessMwh": 0, "pvMw": 0, "participatingDr": false, "participatingVpp": false, "participatingMarket": false, "gridConfirmed": false, "gridHours": 0, "gridRate": 0, "gridBaselineRevenue": 0, "retainedShare": 100, "capexPreference": "customer", "majorHardware": false, "powerCapacityMw": null, "transformerCapacityMw": null, "usableUpsMw": null, "usableCoolingMw": null, "peakPue": null, "safetyMargin": 10, "illustrative": true, "targetPue": null, "flexibleLoadPct": null, "annualShiftHours": 3, "valleyHours": 8, "shiftEnergyFactor": 1, "gridAvailableMw": null, "platformBudgetRmb": null, "additionalInvestmentRmb": 0, "contingencyPct": 0, "annualServiceFeeRmb": 0, "additionalAnnualCostRmb": 0, "performanceFeePct": 0, "benefitDelayMonths": 0 }, "source": "https://www.nature.com/articles/s41560-025-01927-1", "dataSource": "https://github.com/ai-emerald/emerald-ai-demo-may-2025", "actual": { "baselineKw": 93.34316762813312, "eventMeanKw": 63.8797312660435, "reductionKw": 29.463436362089617, "reductionPct": 31.564641645190427, "eventHours": 3, "eventReductionKwh": 88.39030908626884, "publishedReductionPct": 25 }, "notes": [ "本次输入不含 25% 或 31.56%；可延后比例留空，由系统默认情景估计。", "93.343 kW 是公开功率序列的 14:40–16:00 事前均值，不是年度平均负荷；事件为 16:30–19:30。", "采用集群功率边界并设 PUE=1，未尝试重构整座数据中心。", "200 kW 设计能力及 8 小时补算窗口未公开，均为非瓶颈测试假设；对 100/120/200 kW 和 0/8 小时做补充检查。", "AI 比例 100% 对应所测 AI 工作负荷；高灵活性为测试分类，不代表已实测的可延后比例。", "3 小时年机会只是让模型回放一场事件，不能外推全年收益；峰谷电价是占位假设，费用与回收期不用于案例比较。", "公开试验无硬件改造，新增设备选否；平台预算未知留空，系统内部估价不能当作原试验成本。", "原试验包含 DVFS 和任务安排，当前系统是能量中性任务延后；两者措施范围不同。31.56% 为所选未调整基线统计，不能当成正式结算基线。" ], "result": { "modelVersion": "SG-IC-1.2.0", "assessedAt": "2026-09-03T05:54:25.750Z", "project": { "capacityMw": 0.2, "load": 0.09334316762813312, "hours": 8760, "pue": 1, "price": 0.65, "peakPrice": 0.95, "valleyPrice": 0.35, "contractMw": 0, "demandRate": 0, "aiShare": 100, "flexDurationHours": 3, "upsMw": 0, "upsMinutes": 0, "upsReserveMinutes": 0, "bessMw": 0, "bessMwh": 0, "pvMw": 0, "gridHours": 0, "gridRate": 0, "gridBaselineRevenue": 0, "retainedShare": 100, "safetyMargin": 10, "billRmb": null, "chillerMw": null, "coolingMwh": null, "powerCapacityMw": null, "transformerCapacityMw": null, "usableUpsMw": null, "usableCoolingMw": null, "peakPue": null, "targetPue": null, "flexibleLoadPct": null, "annualShiftHours": 3, "valleyHours": 8, "platformBudgetRmb": null, "additionalInvestmentRmb": 0, "annualServiceFeeRmb": 0, "additionalAnnualCostRmb": 0, "contingencyPct": 0, "gridAvailableMw": null, "batteryEfficiencyPct": null, "batteryUsablePct": null, "batteryWearRmbPerKwh": null, "performanceFeePct": 0, "benefitDelayMonths": 0, "verifiedDemandReductionMw": null, "shiftEnergyFactor": 1, "type": "ai", "loadMode": "mw", "cooling": "air", "climate": "unknown", "control": "high", "flexibility": "high", "systems": "full", "capexPreference": "customer", "scheduler": true, "upsDispatch": false, "participatingDr": false, "participatingVpp": false, "participatingMarket": false, "gridConfirmed": false, "majorHardware": false, "illustrative": true, "projectName": "Phoenix · 集群功率事件复测", "location": "美国 Phoenix" }, "confidence": "示例概算 · 请替换为项目数据", "warnings": [ "美国 Phoenix的 DR / VPP / 电力市场资格及结算条款待核验，市场收益未计入回收期。" ], "regional": { "region": "美国 Phoenix", "checkedAt": "2026-09-03", "programs": [ { "name": "DR / VPP / 现货 / 辅助服务", "status": "未收录当地规则，需专项核验" } ], "source": null }, "sources": [ { "label": "储能效率参考 · NREL 2024 ATB", "url": "https://atb.nrel.gov/electricity/2024/commercial_battery_storage", "scope": "采用 85% 代表往返效率作为缺省参考；并非本项目设备保证值，未采用美国投资单价。" }, { "label": "节能量核验方法 · DOE / FEMP M&V 5.0", "url": "https://www.energy.gov/cmei/femp/articles/mv-guidelines-measurement-and-verification-performance-based-contracts-version-0", "scope": "参考基线、调整因素与改造后计量的核验思路；未宣称当前概算已完成现场 M&V。" }, { "label": "数据中心需求响应现场研究 · LBNL-5763E", "url": "https://eta-publications.lbl.gov/publications/demand-response-opportunities-and", "scope": "四站点研究涉及 IT、冷却和负载迁移；组合降载不能全部归因于计算任务延后。" }, { "label": "能耗与冷却效率方法 · US DOE / FEMP", "url": "https://www.energy.gov/cmei/femp/articles/best-practices-guide-energy-efficient-data-center-design", "scope": "支持 PUE、能源计量及冷却优化方法；10% / 20% / 30% 为本工具工程情景，非 DOE 对项目收益的保证。" }, { "label": "Intuit Quincy 能效改进 · DOE Better Buildings", "url": "https://betterbuildingssolutioncenter.energy.gov/showcase-projects/intuit-quincy-facility-energy-upgrades", "scope": "公开案例支持冷却及运行改进方向；与当前项目设备、气候及改造范围未必一致。" }, { "label": "AI 负荷降载试验及数据 · Nature Energy", "url": "https://www.nature.com/articles/s41560-025-01927-1", "scope": "Phoenix 试验目标 25% 降载、3 小时；是参考案例，不是当前项目承诺。" }, { "label": "长时 AI 降载联合试验 · National Grid / EPRI / Nebius", "url": "https://ngpartners.cdn.prismic.io/ngpartners/aabLtVxvIZEnjRNr_v11_emerald-ai_march2026.pdf", "scope": "2026 年报告披露超过 10 小时的 10% 降载；用于检查时长适用边界。" }, { "label": "计算任务需求响应 · Google", "url": "https://cloud.google.com/blog/products/infrastructure/using-demand-response-to-reduce-data-center-power-consumption", "scope": "支持任务延后及补算机制；不支持本工具每年 250 / 400 / 600 小时的预设值。" }, { "label": "跨地域算电协同 · 华北电力大学 / 阿里巴巴", "url": "https://energy.ncepu.edu.cn/zxdt/yjydt/aa1a9f538ad3461f90f33704e2791695.htm", "scope": "跨地域迁移案例；本工具未计跨站迁移收益及相关成本，不能直接复现该案例。" }, { "label": "能源系统优化方法参考 · REopt", "url": "https://github.com/NatLabRockies/REopt.jl", "scope": "参考能源平衡与调度经济分析思路；本工具没有调用 REopt 引擎。" }, { "label": "已接入开源求解器 · HiGHS", "url": "https://highs.dev/", "scope": "通过 highs-js 1.15.2 执行峰谷代表周期的线性优化；求解正确不代表项目假设已实测验证。" }, { "label": "JavaScript 集成组件 · highs-js", "url": "https://github.com/lovasoa/highs-js", "scope": "MIT 开源组件，随项目运行；没有单独建设优化服务。" }, { "label": "虚拟电厂发展指导意见 · 发改能源〔2025〕357号", "url": "https://www.ndrc.gov.cn/xxgk/zcfb/tz/202504/t20250411_1397162_ext.html", "scope": "当地接入、检测和市场准入仍需核验" }, { "label": "电力需求侧管理办法（2023年版）", "url": "https://www.ndrc.gov.cn/xxgk/zcfb/ghxwj/202309/t20230927_1360902_ext.html", "scope": "政策背景，不作为项目收益或资格证明" } ], "baseline": { "itMw": 0.09334316762813312, "itMwh": 817.6861484224461, "totalMwh": 817.6861484224461, "energyBill": 531495.99647459, "coolingMwh": 0, "coolingSource": "辅助能耗拆分估计", "annualCost": 531495.99647459, "modeledBill": 531495.99647459, "costSource": "运行参数估算" }, "scenarios": [ { "key": "conservative", "deltaPue": 0, "targetPue": 1, "coolingMwhSaved": 0, "cooling": 0, "power": 0, "compute": 16.80177017304, "battery": 0, "demand": 0, "gross": 16.80177017304, "retained": 16.80177017304, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 16.80177017304, "investment": 4300000, "platformInvestment": 4300000, "additionalInvestment": 0, "contingency": 0, "contingencyPct": 0, "simplePayback": 255925.41474586702, "cashPayback": 255925.41474586702, "grid": null, "gridMw": null, "flexMw": 0.0093343167628, "availableFlexMw": 0.009334316762813313, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0.0280029502884, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0.0280029502884, "computeRmb": 16.80177017304, "batteryRmb": 0, "peakHours": 3, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0.028002950288439937, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 0.8532546589749351, "peakConsumptionMwh": 0.2800295028843994 }, "cycles": 1, "annualShiftHours": 3, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": -4299915.991149135 }, { "key": "base", "deltaPue": 0, "targetPue": 1, "coolingMwhSaved": 0, "cooling": 0, "power": 0, "compute": 33.60354034614, "battery": 0, "demand": 0, "gross": 33.60354034614, "retained": 33.60354034614, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 33.60354034614, "investment": 3150000, "platformInvestment": 3150000, "additionalInvestment": 0, "contingency": 0, "contingencyPct": 0, "simplePayback": 93740.12284279555, "cashPayback": 93740.12284279555, "grid": null, "gridMw": null, "flexMw": 0.018668633525633332, "availableFlexMw": 0.018668633525626626, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0.0560059005769, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0.0560059005769, "computeRmb": 33.60354034614, "batteryRmb": 0, "peakHours": 3, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0.056005900576879875, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 0.8532546589749351, "peakConsumptionMwh": 0.2800295028843994 }, "cycles": 1, "annualShiftHours": 3, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": -3149831.9822982694 }, { "key": "upside", "deltaPue": 0, "targetPue": 1, "coolingMwhSaved": 0, "cooling": 0, "power": 0, "compute": 58.806195605700005, "battery": 0, "demand": 0, "gross": 58.806195605700005, "retained": 58.806195605700005, "annualFee": 0, "performanceFee": 0, "additionalAnnualCost": 0, "net": 58.806195605700005, "investment": 2000000, "platformInvestment": 2000000, "additionalInvestment": 0, "contingency": 0, "contingencyPct": 0, "simplePayback": 34010.021893103774, "cashPayback": 34010.021893103774, "grid": null, "gridMw": null, "flexMw": 0.03267010866983334, "availableFlexMw": 0.03267010866984659, "capacity": null, "dispatch": { "solver": "HiGHS 1.15 · highs-js 1.15.2", "status": "Optimal", "shiftMwh": 0.0980103260095, "bessDischargeMwh": 0, "upsDischargeMwh": 0, "rechargeMwh": 0, "reboundItMwh": 0.0980103260095, "computeRmb": 58.806195605700005, "batteryRmb": 0, "peakHours": 3, "valleyHours": 8, "marginalPue": 1, "limits": { "shiftMwh": 0.09801032600953977, "bessMwh": 0, "upsMwh": 0, "chargingHeadroomMwh": 0.8532546589749351, "peakConsumptionMwh": 0.2800295028843994 }, "cycles": 1, "annualShiftHours": 3, "annualSavingsCapApplied": false }, "performanceShare": 0, "delayYears": 0, "fixedAnnualCost": 0, "fiveYearCash": -1999705.9690219716 } ], "investmentRange": [ 2000000, 4300000 ], "investmentComplete": true, "evidence": [ { "label": "冷却节能", "value": "冷却用电改善 10 / 20 / 30%", "kind": "工程情景假设", "detail": "参考 DOE 方法与公开改进案例，按控制可实施程度调整；不将个案节能率视为行业保证值。" }, { "label": "可调任务", "value": "AI/HPC 负荷的 10 / 20 / 35%", "kind": "案例参考下的情景假设", "detail": "再校核补算窗口、IT 余量及全站功率上限；不代表已获得电网可调容量认证。" }, { "label": "年度机会", "value": "3 小时", "kind": "项目填报", "detail": "同时限制年运行天数；电网事件预留日不重复用于移峰及储能套利。" }, { "label": "投资与费用", "value": "采用 StarGrid 初步预算范围", "kind": "内部预算假设", "detail": "已计新增设备与配套工程 0 万元，预备费 0%；不是供应商正式报价。" }, { "label": "开源计算", "value": "HiGHS · 峰谷代表周期优化", "kind": "已接入", "detail": "联合计算任务移峰与储能，保持补算电量和充放电能量平衡；不进行真实任务排程。" } ], "exclusions": [ "电网服务收益与扩容潜力单独评估，不计入能源成本节省及投资回收期。", "投资概算包括平台与实施预算、填报的新增设备及配套工程、预备费；第三方投资的费用也需按项目全口径填报，未自动扣除融资主体承担部分。", "现金流为税前、未折现、不含融资与未填报的设备更换、迁移成本；收益形成期 0 个月，期间收入按 0，固定服务和其他年成本自项目起点持续计入；收益形成后按稳定年收益估算。", "任务移峰电量系数默认 1，仅计 IT 电量；未经验证的冷却随动效果不自动增加收益。储能效率默认参考 NREL ATB 的 85%，额定能量可用比例和循环成本仍为可替换假设。", "HiGHS 优化的是平均负荷下的峰谷代表周期，假设移走任务在低价窗口补齐；不等同于逐时全年调度、任务 SLA 验证或正式工程设计。", "冷却架构、气候与铭牌制冷量用于评估范围说明，未据此建立设备仿真；无分项计量时，冷却占辅助用电 75% 为工程假设。", "概算情景是供投资判断的范围，不是统计置信区间；来源支持方法和案例，不构成机构对本产品或项目收益的背书。" ], "trust": { "status": "示例参数 · 未经项目核验", "filled": 4, "total": 10, "checks": [ { "label": "年度账单", "filled": false, "needed": "同计量边界的近 12 个月电费与电量" }, { "label": "冷却分项", "filled": false, "needed": "冷却用电分项计量，避免把全部辅助能耗作为冷却" }, { "label": "冷却方案", "filled": false, "needed": "方案目标 PUE、措施范围及形成依据" }, { "label": "任务可调比例", "filled": false, "needed": "可延后任务比例及截止时间约束" }, { "label": "年度执行窗口", "filled": true, "needed": "可执行天数、峰谷窗口与运行记录" }, { "label": "低价补算窗口", "filled": true, "needed": "每日补算及充电时段" }, { "label": "设施容量", "filled": false, "needed": "冗余和安全裕度后的供电与变压器能力" }, { "label": "电池性能", "filled": true, "needed": "电池效率、可用比例及循环损耗成本" }, { "label": "项目投资", "filled": false, "needed": "平台、设备、安装调试与配套工程报价" }, { "label": "年度费用", "filled": true, "needed": "固定服务费、绩效费、维护与其他成本" } ], "parameters": [ { "label": "冷却分项用电", "value": 0, "unit": "MWh/年", "kind": "工程假设", "detail": "缺少计量时按辅助用电的 75% 拆分，不是通用行业比例。", "source": null }, { "label": "冷却用电改善", "value": "10 / 20 / 30", "unit": "%（无方案时）", "kind": "工程情景", "detail": "10/20/30% 按可控性调整；案例只支持机制，未统计拟合。", "source": null }, { "label": "方案目标 PUE", "value": 1, "unit": "", "kind": "工程情景", "detail": "基准计算值；填报目标也需同口径计量确认。", "source": null }, { "label": "可调 IT 负荷比例", "value": 20, "unit": "%", "kind": "工程情景", "detail": "默认由 AI 占比和任务灵活性推算；个案比例不代表本站能力。", "source": null }, { "label": "年度移峰机会", "value": 3, "unit": "小时", "kind": "项目填报 · 待核验", "detail": "默认三情景 250/400/600 小时，另受同日恢复和年度运行约束。", "source": null }, { "label": "低价补算 / 充电窗口", "value": 8, "unit": "小时/日", "kind": "项目填报 · 待核验", "detail": "默认最多 8 小时；与响应时长合计不超过 24 小时。", "source": null }, { "label": "移峰电量系数", "value": 1, "unit": "", "kind": "项目填报 · 待核验", "detail": "默认 1，仅计 IT 移峰电量；高于 1 的冷却随动效应需要运行数据支持。", "source": null }, { "label": "电池往返效率", "value": 85, "unit": "%", "kind": "公开技术参考", "detail": "NREL 2024 ATB 采用 85% 代表值；按具体设备边界替换。", "source": "https://atb.nrel.gov/electricity/2024/commercial_battery_storage" }, { "label": "储能额定能量可用比例", "value": 80, "unit": "%", "kind": "工程假设", "detail": "默认 80%；储能能量按电池侧额定容量，充放电效率对称拆分。", "source": null }, { "label": "循环损耗成本", "value": 0.08, "unit": "元/放电kWh", "kind": "工程假设", "detail": "默认 0.08；与其他年成本避免重复计提，更换预算须说明是否另计。", "source": null }, { "label": "计费需量削减", "value": 0, "unit": "MW", "kind": "缺省不计", "detail": "无项目值按 0；有值仍受冷却改善功率约束，补算及充电受新需量上限约束。", "source": null }, { "label": "平台与实施预算", "value": 3150000, "unit": "元", "kind": "内部预算", "detail": "沿用 StarGrid 初步范围，未经市场报价校准，不是行业单价。", "source": null }, { "label": "新增设备及工程", "value": 0, "unit": "元", "kind": "项目填报 · 待核验", "detail": "新增设备必填才显示项目完整回收期；填 0 也仅表示填报。", "source": null }, { "label": "预备费", "value": 0, "unit": "%", "kind": "项目填报 · 待核验", "detail": "默认 10%，项目可替换为 0–30%；不是概算准确率。", "source": null }, { "label": "年度固定服务费", "value": 0, "unit": "元/年", "kind": "项目填报 · 待核验", "detail": "基础 / 完整方案默认 35 / 65 万元/年；按实际合同替换。", "source": null }, { "label": "其他新增年成本", "value": 0, "unit": "元/年", "kind": "项目填报 · 待核验", "detail": "运维、迁移、设备辅助用能、租赁等尚未填写的成本不会自动估算。", "source": null }, { "label": "绩效费比例", "value": 0, "unit": "%", "kind": "项目填报 · 待核验", "detail": "按留存收益扣固定费用后正额计提，默认 10%。", "source": null }, { "label": "收益形成期", "value": 0, "unit": "个月", "kind": "项目填报 · 待核验", "detail": "默认 6 个月收入为 0，固定年费用从项目起点持续计入。", "source": null } ], "priority": [ "同计量边界的近 12 个月电费与电量", "冷却用电分项计量，避免把全部辅助能耗作为冷却", "方案目标 PUE、措施范围及形成依据", "可延后任务比例及截止时间约束" ], "conclusion": "可用于早期投资概算；年度收益尚未通过本站运行数据验证。", "validation": "计算规则与独立求解复核；公开案例用于方法及适用边界对照，不能等同于项目预测准确率。", "modelBoundary": "平均负荷下的峰谷代表周期；同日补齐计算与储能电量。跨地域迁移、真实任务排程、全年逐时天气与动态电价另行评估。" }, "sensitivity": { "basis": "每项单独上下调整 20%，其他条件保持基准；触及物理边界时截断。此为敏感性试算，不是预测误差或概率区间。", "rows": [ { "key": "flex", "label": "可调任务比例", "lower": { "factor": 0.8, "net": 26.8828322769, "cashPayback": 117175.15355354674, "investment": 3150000 }, "upper": { "factor": 1.2, "net": 40.32424841538, "cashPayback": 78116.7690356397, "investment": 3150000 }, "netImpact": 6.7207080692400005, "decisionImpact": 0.25000000000055794 }, { "key": "spread", "label": "峰谷电价差", "lower": { "factor": 0.8, "net": 26.882832276911998, "cashPayback": 117175.15355349444, "investment": 3150000 }, "upper": { "factor": 1.2, "net": 40.324248415368, "cashPayback": 78116.76903566296, "investment": 3150000 }, "netImpact": 6.720708069228003, "decisionImpact": 0.25000000000000006 }, { "key": "hours", "label": "年度移峰小时", "lower": { "factor": 0.8, "net": 26.882832276912005, "cashPayback": 117175.15355349441, "investment": 3150000 }, "upper": { "factor": 1.2, "net": 40.324248415368, "cashPayback": 78116.76903566296, "investment": 3150000 }, "netImpact": 6.720708069227996, "decisionImpact": 0.24999999999999972 }, { "key": "capex", "label": "平台及设备投资", "lower": { "factor": 0.8, "net": 33.60354034614, "cashPayback": 74992.09827423643, "investment": 2520000 }, "upper": { "factor": 1.2, "net": 33.60354034614, "cashPayback": 112488.14741135466, "investment": 3780000 }, "netImpact": 0, "decisionImpact": 0.20000000000000012 }, { "key": "cooling", "label": "冷却改善幅度", "lower": { "factor": 0.8, "net": 33.60354034614, "cashPayback": 93740.12284279555, "investment": 3150000 }, "upper": { "factor": 1.2, "net": 33.60354034614, "cashPayback": 93740.12284279555, "investment": 3150000 }, "netImpact": 0, "decisionImpact": 0 }, { "key": "opex", "label": "年度固定费用", "lower": { "factor": 0.8, "net": 33.60354034614, "cashPayback": 93740.12284279555, "investment": 3150000 }, "upper": { "factor": 1.2, "net": 33.60354034614, "cashPayback": 93740.12284279555, "investment": 3150000 }, "netImpact": 0, "decisionImpact": 0 } ] }, "recommendations": { "engagement": "算电冷协同专项评估", "scope": "代表性 IT 负荷 + 对应冷却系统", "model": "先开展专项评估，再确定投资规模", "budget": [ 200000, 500000 ], "next": "双方确认项目负责人与数据口径，结合近 12 个月账单和 15 分钟运行曲线，明确专项评估范围。", "stage": "专项评估" }, "readiness": [ { "label": "运行基线", "status": "待补充账单或分项计量" }, { "label": "设施接口", "status": "可提供接口与数据" }, { "label": "算力调度", "status": "已填报具备调度接口" }, { "label": "收益归属", "status": "业主留存比例 100%（填报）" }, { "label": "运行安全", "status": "待确认业务要求与操作授权" }, { "label": "市场资格", "status": "待核验项目资格与结算条款" } ] }, "scenarios": [ { "scenario": "conservative", "pueAfter": 1, "deltaPue": 0, "annualCoolingKwh": 0, "grossRmb": 16.80177017304, "netRmb": 16.80177017304, "investmentRmb": 4300000, "paybackYears": 255925.41474586702, "paybackMonths": 3071104.9769504042, "flexKw": 9.3343167628, "flexPct": 9.99999999998574, "eventShiftKwh": 28.0029502884, "eventMeanKw": 84.00885086533312 }, { "scenario": "base", "pueAfter": 1, "deltaPue": 0, "annualCoolingKwh": 0, "grossRmb": 33.60354034614, "netRmb": 33.60354034614, 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