{ "about": "R5, research studio (curriculum v2 §11): verification, validation and reproducibility on one small study. Prairie Town is fictional; its plants, costs and battery are illustrative. Demand, wind and solar follow the real hourly shapes of 19 and 20 August and 3 September 2025 on the Southwest Power Pool grid (town_year.json, EIA-930), scaled to the town as in lesson 0. The benchmark day is made up. The day-before plan has many least-cost schedules; a tie rule fixed in advance (keep the most energy in store) picks one. Every number the page states comes from the model in assets/learn/r05-build-validate.js; _tests/learn/test_r05-build-validate.js solves every run with the vendored HiGHS and writes `ref`, the precomputed results the page shows if the solver cannot load.", "version": "r5 v2 (3 Nov 2026)", "task": [ [ "Produce", "a one-page verification log for a model or a data analysis: each check with its result, one benchmark against a known case, one validation against measured data or an independent reference, and a rerun from a clean [[clone|clone]]." ], [ "From", "this page's battery study (the notebook has all five versions), or your own project." ], [ "Done when", "Trustworthy analysis reaches Proficient: reruns from a clean clone (or a complete audit trail); verification log; one validation against real data or an independent reference." ] ], "taskTime": "About 35 minutes guided here, then about 2 hours on your own: the notebook, Git and your log.", "three": [ [ "[[verification|Verification]]:", "does the code solve its equations as written?" ], [ "[[validation|Validation]]:", "do the equations describe the real system well enough for the claim?" ], [ "Reproducibility:", "can someone else get the same numbers from a clean copy?" ] ], "accessed": "2026-11-03", "study": { "question": "How much would a 50 MW, 200 MWh battery have saved Prairie Town on Wednesday 20 August 2025?", "date": "2025-08-20", "dateLabel": "Wednesday 20 August 2025", "short": "20 August", "forecastDate": "2025-08-19", "forecastLabel": "Tuesday 19 August 2025", "lesson0Label": "3 September 2025 (lesson 0's day)", "startCC": 115, "V": 10000, "battery": { "P": 50, "E": 200, "E0": 100, "eta": 0.85, "label": "50 MW, 200 MWh (4 hours)" }, "dataNote": "Demand, wind and solar: the real hourly shapes of 20 August 2025 on the Southwest Power Pool grid (EIA-930), scaled to Prairie Town as in lesson 0. The plants, costs and battery are illustrative.", "symbols": [ [ "c[t], d[t]", "the battery's charging and discharging power in hour t, MW" ], [ "e[t]", "stored energy at the end of hour t, MWh (the [[state-of-charge|state of charge]])" ], [ "E, E0", "the battery's energy size, 200 MWh, and what it holds at the start of the day, 100 MWh" ], [ "cc[t], cc_prev[t]", "the gas [[combined-cycle|combined-cycle]] plant's output in hour t and in the hour before, MW (115 MW before the first hour)" ] ] }, "bench": { "flat": 220, "high": 330, "hours": [ 12, 16 ], "label": "a made-up day: 220 MW in every hour except 330 MW from 12:00 to 17:00, no wind or solar", "intro": "Without the battery, the gas plant runs {benchCC} MW in the flat hours; in the five dear hours it runs flat out and the [[peaker|peaker]] adds {benchPeak} MW, at $100/MWh.", "steps": [ "**Discharge.** The battery empties its 200 MWh into the five dear hours: 200 MWh × $100/MWh = {benchAvoided} of peaker output avoided.", "**Recharge.** Over the day it puts 200 MWh into store (100 before noon, 100 after, so it ends as it began): 200 ÷ 0.85 = {benchCharge} MWh of charging, from the gas plant's {benchRoom} MW of spare room, at $40/MWh: {benchChargeCost}.", "**Saving.** {benchAvoided} − {benchChargeCost} = {benchHand}." ] }, "checks": [ { "id": "units", "label": "Units and sizes", "text": "Every input in the model's units; every result within its physical size." }, { "id": "balance", "label": "Balance and signs", "text": "Each hour balances, and stored energy falls when the battery feeds the town." }, { "id": "closure", "label": "Closure over the day", "text": "The battery ends with what it started with, or the difference is valued." }, { "id": "paper", "label": "Paper against code", "text": "Each rule of the formulation has its rows in the code." }, { "id": "info", "label": "Information at decision time", "text": "Every input was known when the decision was made." } ], "rules": [ { "id": "bal", "name": "Balance", "words": "Plants + battery discharge − battery charge + unserved = demand, every hour (MW).", "rows": "24 rows" }, { "id": "soc", "name": "Stored energy", "words": "Stored now = stored an hour ago + (0.85 × charging power − discharging power) × 1 hour, in MWh. All the round-trip loss is counted on charging.", "rows": "24 rows" }, { "id": "ramp", "name": "Gas ramp", "words": "The [[combined-cycle|combined-cycle]] plant changes by at most 40 MW an hour, from 115 MW.", "rows": "24 rows" }, { "id": "end", "name": "End of day", "words": "The battery ends the day with the 100 MWh it started with.", "rows": "1 row" }, { "id": "size", "name": "Sizes", "words": "Each plant within its size and the weather; battery 0–50 MW, 0–200 MWh.", "rows": "limits on the variables" } ], "bugs": [ { "id": "unit", "n": 1, "kind": "a unit error", "run": "unit", "check": "units", "chart": "soc", "symptoms": [ [ "Saving reported", "{unit}" ], [ "Most energy stored (the battery holds 200 MWh)", "{unitMaxE} MWh" ] ], "line": { "before": "E = 200_000 # battery energy, from the spec sheet", "after": "E = 200 # battery energy, MWh (the sheet says 200,000 kWh)" }, "right": "Right. The battery holds more than its size: the energy limit was typed in kWh into a model that counts MWh.", "wrong": "That check passes here. Compare each result with its physical size first.", "fixed": "Fixed: **{ok}**, and stored energy never passes 200 MWh." }, { "id": "sign", "n": 2, "kind": "a sign flip", "run": "sign", "check": "balance", "chart": "cd", "symptoms": [ [ "Saving reported", "{sign}" ], [ "Hours charging and discharging at once", "{signBoth} of 24" ], [ "Net energy to the town, as the balance rows count it", "{signFed} MWh" ], [ "Stored energy at the end of the day", "100 MWh, as at the start" ] ], "line": { "before": "supply[t] += c[t] - d[t] # battery", "after": "supply[t] += d[t] - c[t] # battery: discharge feeds the town" }, "right": "Right. Charging was counted as supply, so the battery fed the town while filling up: energy from nowhere.", "wrong": "That check passes here. Follow the battery through one hour: where does its energy go?", "fixed": "Fixed: **{ok}**. The battery now charges when the gas plant has room and discharges in the hours the [[peaker|peaker]] would run." }, { "id": "lunch", "n": 3, "kind": "a free lunch", "run": "lunch", "check": "closure", "chart": "soc", "symptoms": [ [ "Saving reported", "{lunch}" ], [ "Stored energy, start and end of the day", "100 and {lunchEnd} MWh" ] ], "line": { "before": "# (no rule for the end of the day)", "after": "m.add(e[23] == E0) # end the day with what it started with" }, "right": "Right. The 100 MWh the battery started with cost nothing in the model, and it sold them in the evening.", "wrong": "That check passes here. Compare what the battery holds at the start and at the end.", "fixed": "Fixed: **{ok}**. The gap, **{lunchGain}**, is the starting 100 MWh at the peaker's $100/MWh.", "also": [ "paper" ], "alsoText": "Also right: the end-of-day rule has no row in the code. Closure catches the same bug from the results alone." }, { "id": "missing", "n": 4, "kind": "a missing rule", "run": "missing", "check": "paper", "chart": "cc", "symptoms": [ [ "Saving reported (the fixed study: {ok})", "{missing}" ], [ "Gas plant's biggest change in an hour, in this solution (limit 40)", "{missingRamp} MW" ] ], "line": { "before": "# (the ramp rows were never written)", "after": "for t in T: m.add(-40 <= cc[t] - cc_prev[t] <= 40) # gas ramp" }, "right": "Right. The formulation has {rampRows} ramp rows; the code has {rampRowsMissing}. Today the headline happens not to move.", "wrong": "That check passes here: the saving is the same as the fixed versions. Count each rule's rows in the code.", "fixed": "On **{lesson0Label}** the same code says the day without a battery costs **{l0missingBase}** instead of **{l0base}**, and that the battery saves **{l0missing}** instead of **{l0ok}**." }, { "id": "leak", "n": 5, "kind": "a leaked future", "run": "ok", "check": "info", "chart": "plan", "symptoms": [ [ "Saving reported", "{ok}" ], [ "Schedule planned on", "20 August itself" ] ], "line": { "before": "plan = solve(day='2025-08-20') # the day itself", "after": "plan = solve(day='2025-08-19', tie='keep') # the last full day measured at 00:00 on 20 August\nresult = run(day='2025-08-20', battery=plan)" }, "right": "Right. The schedule is set at midnight, as 20 August begins: all 24 hours of 19 August are measured by then, and none of 20 August.", "wrong": "That check passes here. Ask what had been measured when the schedule was set, at midnight.", "fixed": "Planned on 19 August's measured day (a [[persistence-forecast|persistence forecast]]) and then followed: **{honest}**, {honestShare}% of the {ok} that [[perfect-foresight|perfect foresight]] gives.", "tie": "Many schedules tie at {planCost} on 19 August. The rule, set in advance: keep the most energy in store. One that empties the battery first ties too, yet saves only {honestEarly} on 20 August." } ], "benchVersions": [ { "id": "ok", "label": "Fixed study", "run": "benchOk", "base": "benchBase" }, { "id": "unit", "label": "Version 1 (unit)", "run": "benchUnit", "base": "benchBase" }, { "id": "sign", "label": "Version 2 (sign)", "run": "benchSign", "base": "benchBase" }, { "id": "lunch", "label": "Version 3 (free lunch)", "run": "benchLunch", "base": "benchBase" }, { "id": "missing", "label": "Version 4 (missing rule)", "run": "benchMissing", "base": "benchMissingBase" } ], "benchSaw": "The benchmark catches versions 1, 2 and 3. **Version 4 passes**: on this day the ramp limit never binds, so leaving it out changes nothing. A benchmark tests only what it exercises.", "validation": { "eta": 0.82, "options": [ [ "balance", "Each hour of the solved plan balances" ], [ "bench", "The model matches the benchmark's hand answer" ], [ "measured", "A model's prediction agrees with measurements of the real system, within a tolerance set in advance" ], [ "clone", "The study reruns from a clean clone" ] ], "answer": "measured", "why": { "balance": "That is verification: it checks the code against its own equations.", "bench": "That is verification too: the hand answer comes from the same equations.", "measured": "Validation compares what the model predicts with what was measured on the real system.", "clone": "That is reproducibility: the same numbers again, right or wrong." }, "tol": 50 }, "validationText": "The plan's prediction of 20 August is its forecast: 19 August's measured net load (demand minus wind and solar). Compare it with 20 August as measured. Tolerance, set first: the battery's 50 MW, in every hour.", "validationSaw": "The forecast misses by **{fcMAE} MW** on average and **{fcMax} MW** at {fcMaxHour}: beyond the tolerance in {fcOver} of 24 hours. So the claim is narrowed: **{honest}** with this forecast; **{ok}** only as an upper bound.", "inputCheck": { "text": "One input can be checked against measured data: the [[round-trip-efficiency|round trip]]. The study assumed 85% (NLR's 2025 ATB); the U.S. battery fleet averaged 82% in 2019 (EIA). Does the saving hinge on it?", "saw": "**{eta82}** instead of **{ok}**: {eta82Change}% less, so the conclusion does not hinge on this input. That is an input check and a [[sensitivity-analysis|sensitivity run]], not a validation of the saving." }, "repro": { "log": [ "$ git clone fresh && cd fresh", "$ conda env create -f environment.yml # done", "$ python run.py", "FileNotFoundError: '/Users/sam/Desktop/spp_2025.json'" ], "options": [ [ "solver", "The solver version changed" ], [ "path", "The code reads a data file by a path on one laptop, and the file was never committed" ], [ "seed", "A random seed was not fixed" ], [ "git", "Git lost the file" ] ], "answer": "path", "why": { "solver": "No: the error is a missing file, before any solve.", "path": "Yes: an absolute path and an uncommitted data file. The clean clone has neither.", "seed": "No: this model draws no random numbers.", "git": "No: Git keeps what was committed; this file never was." }, "fixes": [ "A download script with the source's address, access date and [[checksum|checksum]], so the data can be rebuilt", "Paths relative to the repository, never to one laptop", "The environment pinned: the exact versions of Python, SciPy and its HiGHS, written in a file such as environment.yml", "A tag, a fixed name such as v1.0, on the [[commit|commit]] that made the reported numbers" ], "logAfter": [ "$ git clone fresh && cd fresh && git checkout v1.0", "$ conda env create -f environment.yml # the pinned versions", "$ python get_data.py # downloads the data, checks its SHA-256", "$ python run.py && shasum -a 256 -c first-run.sha256", "results.json: OK" ] }, "reproSaw": "**Simulated:** this page cannot clone anything. With the four fixes, a fresh clone would rebuild the data, print **{ok}** again and match the first run's checksum. Do the real rerun in the notebook's practice; log it once the checksums match.", "exemplars": { "title": "Two verification logs for the same battery study", "task": "Report whether the battery study can be trusted, and what it found.", "note": "Both logs are illustrative. Their numbers come from this page's model.", "answers": [ { "key": "weak", "label": "Weak log", "level": "Developing", "parts": [ "Checks: ", { "text": "I checked the model and the results look reasonable", "note": "No check is named, so nobody can repeat it or see what it would have caught." }, ".\nBenchmark: none.\nValidation: ", { "text": "the model was validated", "note": "Validated against what? A validation names its data, its tolerance and the outcome." }, ".\nInput check: none.\nResult: ", { "text": "the battery saves {ok} on 20 August", "note": "This is the perfect-foresight saving, and the log does not say the plan knew the day in advance." }, ", so ", { "text": "about {okYear} a year", "note": "One hot day times 365 is not a year: on 3 September the same battery saves {l0ok}." }, ".\nRerun: ", { "text": "the code is in a folder on my laptop", "note": "Nobody else can rerun a folder on one laptop." }, "." ] }, { "key": "good", "label": "Strong log", "level": "Proficient", "parts": [ "Checks: ", { "text": "stored energy within 0–200 MWh in every hour", "note": "A size check with its range: it would have caught version 1." }, "; ", { "text": "every hour balances, and stored energy falls whenever the battery feeds the town", "note": "A balance check that also tests the sign convention: it would have caught version 2." }, "; ", { "text": "the day ends with its starting 100 MWh", "note": "A closure check: it would have caught version 3." }, "; ", { "text": "{rampRows} ramp rows in the code, as on paper", "note": "Paper against code: the only check here that catches version 4 on this day." }, ".\nBenchmark: ", { "text": "a made-up two-level day, hand answer {benchHand}, model {benchOk}", "note": "A known case, worked by hand, matched to the cent." }, ".\nValidation: ", { "text": "the day-before forecast against 20 August as measured, off by up to {fcMax} MW, beyond the 50 MW tolerance set in advance, so the claim is narrowed", "note": "A prediction against measured data, with the tolerance set first, and what the outcome changes." }, ".\nInput check: ", { "text": "the 85% round trip against the fleet's measured 82%: the saving moves {eta82Change}%", "note": "An input checked against measured data, then a sensitivity run; the log does not call it validation." }, ".\nResult: ", { "text": "{honest} with the plan made the day before, {ok} with perfect foresight, an upper bound", "note": "Both numbers, each labelled with what the plan knew." }, ".\nRerun: ", { "text": "a clean clone at tag v1.0, with the pinned environment, matches the first run's checksum", "note": "A tag, a pinned environment and a checksum let anyone get the same numbers." }, "." ] } ], "diff": [ { "label": "Checks", "weak": "None named", "good": "Four, each with its result" }, { "label": "Benchmark", "weak": "None", "good": "Hand answer matched" }, { "label": "Validation", "weak": "Claimed", "good": "A forecast against measured data, tolerance first" }, { "label": "Information", "weak": "Perfect foresight, unstated", "good": "Both numbers, labelled" }, { "label": "Rerun", "weak": "One laptop", "good": "A tagged clean clone, same checksum" } ], "lines": true }, "rubric": { "look": "Your log names each check with its result, one benchmark with its hand answer, one validation with its data and tolerance, and the tag a clean clone reran." }, "sources": { "eia-930": { "text": "EIA, Hourly Electric Grid Monitor (Form EIA-930), Southwest Power Pool, 2025", "url": "https://www.eia.gov/electricity/gridmonitor/", "asOf": "accessed 2 Nov 2026" }, "eia-rte": { "text": "EIA, Today in Energy, “Utility-scale batteries and pumped storage return about 80% of the electricity they store” (12 Feb 2021): U.S. utility-scale batteries, average monthly round-trip efficiency 82% in 2019", "url": "https://www.eia.gov/todayinenergy/detail.php?id=46756", "asOf": "2019 data; accessed 3 Nov 2026" }, "atb2025-battery": { "text": "NLR, 2025 Electricity ATB, Utility-Scale Battery Storage (85% round trip)", "url": "https://atb.nlr.gov/electricity/2025/utility-scale_battery_storage", "asOf": "checked 2 Nov 2026" } }, "checklist": [ [ "units", "Units", "Every input in the model's units, with the unit written beside it." ], [ "sizes", "Sizes", "Every result within its physical size and limits." ], [ "balance", "Balance and signs", "Each period balances; a store's energy falls when it feeds the system." ], [ "closure", "Closure", "The end state matches the start, or the difference is valued." ], [ "paper", "Paper against code", "Each rule's rows counted against the formulation." ], [ "info", "Information", "Every input was known when the decision was made." ], [ "bench", "Benchmark", "One case with a hand answer, matched." ], [ "valid", "Validation", "One prediction compared with measured data or an independent reference, with its source and a tolerance set in advance." ], [ "rerun", "Rerun", "A clean clone at a tagged commit, a pinned environment, the same checksum." ] ], "ref": { "base": { "cost": 194500, "maxRamp": 35, "pk": 385, "unserved": 0, "charged": 0, "discharged": 0, "h": { "cc": [ 150, 150, 150, 145, 150, 150, 150, 150, 125, 110, 85, 90, 95, 115, 145, 150, 150, 140, 150, 150, 150, 150, 150, 150 ], "pk": [ 15, 15, 5, 0, 0, 0, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 80, 95, 70, 40, 15 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] } }, "benchBase": { "cost": 185200, "maxRamp": 30, "pk": 400, "unserved": 0, "charged": 0, "discharged": 0, "h": { "cc": [ 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 150, 150, 150, 150, 150, 120, 120, 120, 120, 120, 120, 120 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 80, 80, 80, 80, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] } }, "benchLunch": { "cost": 169905.882353, "maxRamp": 35, "pk": 200, "unserved": 0, "charged": 117.647059, "discharged": 200, "maxE": 200, "minE": 0, "endE": 0, "both": 0, "fedAsModelled": 82.352941, "storedChange": -100, "h": { "cc": [ 150, 120, 150, 120, 120, 120, 120, 120, 150, 147.647059, 120, 120, 150, 150, 150, 150, 150, 120, 120, 120, 120, 120, 120, 120 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 30, 80, 30, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 30, 0, 30, 0, 0, 0, 0, 0, 30, 27.647059, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 50, 50, 0, 50, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 125.5, 125.5, 151, 151, 151, 151, 151, 151, 176.5, 200, 200, 200, 150, 100, 50, 50, 0, 0, 0, 0, 0, 0, 0, 0 ] } }, "benchMissing": { "cost": 174611.764706, "maxRamp": 30, "pk": 200, "unserved": 0, "charged": 235.294118, "discharged": 200, "maxE": 200, "minE": 0, "endE": 100, "both": 0, "fedAsModelled": -35.294118, "storedChange": 0, "h": { "cc": [ 120, 147.647059, 120, 120, 150, 120, 120, 120, 150, 150, 120, 120, 150, 150, 150, 150, 150, 120, 147.647059, 150, 120, 150, 150, 120 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 30, 80, 30, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 27.647059, 0, 0, 30, 0, 0, 0, 30, 30, 0, 0, 0, 0, 0, 0, 0, 0, 27.647059, 30, 0, 30, 30, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 50, 50, 0, 50, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 100, 123.5, 123.5, 123.5, 149, 149, 149, 149, 174.5, 200, 200, 200, 150, 100, 50, 50, 0, 0, 23.5, 49, 49, 74.5, 100, 100 ] } }, "benchMissingBase": { "cost": 185200, "maxRamp": 30, "pk": 400, "unserved": 0, "charged": 0, "discharged": 0, "h": { "cc": [ 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 150, 150, 150, 150, 150, 120, 120, 120, 120, 120, 120, 120 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 80, 80, 80, 80, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] } }, "benchOk": { "cost": 174611.764706, "maxRamp": 30, "pk": 200, "unserved": 0, "charged": 235.294118, "discharged": 200, "maxE": 200, "minE": 0, "endE": 100, "both": 0, "fedAsModelled": -35.294118, "storedChange": 0, "h": { "cc": [ 120, 120, 120, 120, 150, 150, 120, 120, 120, 150, 120, 147.647059, 150, 150, 150, 150, 150, 120, 120, 120, 150, 147.647059, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 80, 30, 30, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 30, 30, 0, 0, 0, 30, 0, 27.647059, 0, 0, 0, 0, 0, 0, 0, 0, 30, 27.647059, 30, 30 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 50, 0, 50, 50, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 100, 100, 100, 100, 125.5, 151, 151, 151, 151, 176.5, 176.5, 200, 150, 100, 100, 50, 0, 0, 0, 0, 25.5, 49, 74.5, 100 ] } }, "benchSign": { "cost": 164155.882353, "maxRamp": 30, "pk": 162.5, "unserved": 0, "charged": 1132.352941, "discharged": 962.5, "maxE": 200, "minE": 0, "endE": 100, "both": 20, "fedAsModelled": 169.852941, "storedChange": 0, "h": { "cc": [ 120, 120, 120, 120, 131.764706, 120, 120, 120, 120, 120, 120, 120, 150, 150, 150, 150, 150, 120, 120, 120, 150, 120, 120, 145.882353 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 42.5, 30, 30, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 50, 50, 50, 50, 38.235294, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 20, 50, 50, 24.117647 ], "dis": [ 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 0, 0, 12.5, 0, 0, 50, 50, 50, 50, 50, 50, 50 ], "e": [ 92.5, 85, 77.5, 70, 52.5, 45, 37.5, 30, 22.5, 15, 7.5, 0, 42.5, 85, 115, 157.5, 200, 192.5, 185, 177.5, 144.5, 137, 129.5, 100 ] } }, "benchUnit": { "cost": 171964.705882, "maxRamp": 30, "pk": 150, "unserved": 0, "charged": 294.117647, "discharged": 250, "maxE": 250, "minE": 0, "endE": 100, "both": 0, "fedAsModelled": -44.117647, "storedChange": 0, "h": { "cc": [ 120, 146.470588, 120, 150, 150, 150, 120, 120, 120, 150, 120, 150, 150, 150, 150, 150, 150, 120, 120, 120, 150, 147.647059, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 30, 30, 30, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 26.470588, 0, 30, 30, 30, 0, 0, 0, 30, 0, 30, 0, 0, 0, 0, 0, 0, 0, 0, 30, 27.647059, 30, 30 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 50, 50, 50, 50, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 100, 122.5, 122.5, 148, 173.5, 199, 199, 199, 199, 224.5, 224.5, 250, 200, 150, 100, 50, 0, 0, 0, 0, 25.5, 49, 74.5, 100 ] } }, "eta82": { "cost": 186560.97561, "maxRamp": 40, "pk": 230, "unserved": 0, "charged": 189.02439, "discharged": 155, "maxE": 200, "minE": 49.1, "endE": 100, "both": 0, "fedAsModelled": -34.02439, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 150, 110, 129.02439, 140, 110, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 45, 70, 40, 15 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 5, 0, 0, 0, 0, 25, 0, 44.02439, 50, 15, 35, 5, 0, 0, 10, 0, 0, 0, 0, 0, 0 ], "dis": [ 15, 15, 5, 0, 0, 0, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 50, 0, 0, 0 ], "e": [ 85, 70, 65, 69.1, 69.1, 69.1, 59.1, 49.1, 69.6, 69.6, 105.7, 146.7, 159, 187.7, 191.8, 191.8, 191.8, 200, 200, 150, 100, 100, 100, 100 ] } }, "honest": { "cost": 190900.00096, "maxRamp": 35, "pk": 310.000015, "unserved": 0, "charged": 150.000015, "discharged": 127.500012, "maxE": 200, "minE": 72.5, "endE": 100, "both": 0, "fedAsModelled": -22.500002, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 145, 150, 150, 150, 132.499988, 150, 150, 130, 115, 95, 115, 145, 150, 150, 140, 150, 150, 150, 150, 145, 135 ], "pk": [ 15.000015, 15, 5, 0, 0, 0, 10, 0, 5, 10, 0, 0, 0, 0, 0, 0, 0, 0, 30, 80, 95, 45, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0.000015, 0, 0, 0, 0, 0, 0, 0, 30, 50, 45, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 27.500012, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 45, 30 ], "e": [ 100.000012, 100.000012, 100.000012, 100.000012, 100.000012, 100.000012, 100.000012, 72.5, 98, 140.5, 178.75, 200, 200, 200, 200, 200, 200, 200, 200, 200, 200, 175, 130, 100 ] } }, "honestEarly": { "cost": 194200.00096, "maxRamp": 25, "pk": 365.000015, "unserved": 0, "charged": 150.000015, "discharged": 127.500012, "maxE": 127.5, "minE": 0, "endE": 100, "both": 0, "fedAsModelled": -22.500002, "storedChange": 0, "h": { "cc": [ 125, 140, 130, 135, 150, 150, 150, 150, 150, 150, 130, 115, 95, 105, 130, 147.499988, 150, 140, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 10, 10, 5, 10, 0, 0, 0, 0, 0, 0, 0, 0, 30, 80, 95, 70, 40, 15.000015 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 30, 50, 45, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000015 ], "dis": [ 40, 25, 25, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 15, 2.500012, 0, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 60, 35, 10, 0, 0, 0, 0, 0, 25.5, 68, 106.25, 127.5, 127.5, 117.5, 102.5, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 100 ] } }, "l0base": { "cost": 104000, "maxRamp": 40, "pk": 0, "unserved": 0, "charged": 0, "discharged": 0, "h": { "cc": [ 120, 115, 110, 105, 100, 95, 110, 105, 65, 25, 20, 15, 20, 55, 95, 60, 45, 75, 115, 145, 130, 105, 90, 80 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] } }, "l0missing": { "cost": 102600, "maxRamp": 55, "pk": 0, "unserved": 0, "charged": 0, "discharged": 0, "maxE": 100, "minE": 100, "endE": 100, "both": 0, "fedAsModelled": 0, "storedChange": 0, "h": { "cc": [ 120, 115, 110, 105, 100, 95, 110, 105, 50, 25, 20, 15, 20, 45, 95, 60, 45, 65, 115, 145, 130, 105, 90, 80 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100 ] } }, "l0missingBase": { "cost": 102600, "maxRamp": 55, "pk": 0, "unserved": 0, "charged": 0, "discharged": 0, "h": { "cc": [ 120, 115, 110, 105, 100, 95, 110, 105, 50, 25, 20, 15, 20, 45, 95, 60, 45, 65, 115, 145, 130, 105, 90, 80 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] } }, "l0ok": { "cost": 102713.513514, "maxRamp": 40, "pk": 0, "unserved": 0, "charged": 18.918919, "discharged": 16.081081, "maxE": 100, "minE": 85, "endE": 100, "both": 0, "fedAsModelled": -2.837838, "storedChange": 0, "h": { "cc": [ 120, 115, 110, 105, 100, 95, 110, 90, 50, 25, 20, 15, 20, 53.918919, 93.918919, 60, 45, 75, 115, 145, 130, 105, 90, 80 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8.918919, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 1.081081, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 100, 100, 100, 100, 100, 100, 100, 85, 85, 85, 85, 85, 85, 92.581081, 91.5, 91.5, 91.5, 100, 100, 100, 100, 100, 100, 100 ] } }, "lunch": { "cost": 176294.117647, "maxRamp": 40, "pk": 130, "unserved": 0, "charged": 182.352941, "discharged": 255, "maxE": 200, "minE": 0, "endE": 0, "both": 0, "fedAsModelled": 72.647059, "storedChange": -100, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 150, 132.352941, 135, 135, 95, 135, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 45, 20, 20, 15 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 5, 0, 0, 0, 0, 25, 22.352941, 50, 45, 0, 20, 5, 0, 0, 10, 0, 0, 0, 0, 0, 0 ], "dis": [ 15, 15, 5, 0, 0, 0, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 50, 50, 50, 20, 0 ], "e": [ 85, 70, 65, 69.25, 69.25, 69.25, 59.25, 49.25, 70.5, 89.5, 132, 170.25, 170.25, 187.25, 191.5, 191.5, 191.5, 200, 170, 120, 70, 20, 0, 0 ] } }, "missing": { "cost": 186294.117647, "maxRamp": 55, "pk": 230, "unserved": 0, "charged": 182.352941, "discharged": 155, "maxE": 200, "minE": 45, "endE": 100, "both": 0, "fedAsModelled": -27.352941, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 145, 150, 150, 150, 150, 125, 142.352941, 135, 90, 145, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 80, 45, 60, 0, 15 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 32.352941, 50, 0, 50, 35, 5, 0, 0, 10, 0, 0, 0, 0, 0, 0 ], "dis": [ 15, 15, 5, 0, 0, 0, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 10, 40, 0 ], "e": [ 85, 70, 65, 65, 65, 65, 55, 45, 45, 72.5, 115, 115, 157.5, 187.25, 191.5, 191.5, 191.5, 200, 200, 200, 150, 140, 100, 100 ] } }, "missingBase": { "cost": 194500, "maxRamp": 35, "pk": 385, "unserved": 0, "charged": 0, "discharged": 0, "h": { "cc": [ 150, 150, 150, 145, 150, 150, 150, 150, 125, 110, 85, 90, 95, 115, 145, 150, 150, 140, 150, 150, 150, 150, 150, 150 ], "pk": [ 15, 15, 5, 0, 0, 0, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 80, 95, 70, 40, 15 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] } }, "ok": { "cost": 186294.117647, "maxRamp": 40, "pk": 230, "unserved": 0, "charged": 182.352941, "discharged": 155, "maxE": 200, "minE": 49.25, "endE": 100, "both": 0, "fedAsModelled": -27.352941, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 150, 110, 122.352941, 140, 110, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 45, 70, 40, 15 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 5, 0, 0, 0, 0, 25, 0, 37.352941, 50, 15, 35, 5, 0, 0, 10, 0, 0, 0, 0, 0, 0 ], "dis": [ 15, 15, 5, 0, 0, 0, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 50, 0, 0, 0 ], "e": [ 85, 70, 65, 69.25, 69.25, 69.25, 59.25, 49.25, 70.5, 70.5, 102.25, 144.75, 157.5, 187.25, 191.5, 191.5, 191.5, 200, 200, 150, 100, 100, 100, 100 ] } }, "plan": { "cost": 218050, "maxRamp": 35, "pk": 502.5, "unserved": 0, "charged": 150, "discharged": 127.5, "maxE": 162.5, "minE": 35, "endE": 100, "both": 0, "fedAsModelled": -22.5, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 150, 145, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 25, 25, 0, 25, 30, 40, 35, 0, 0, 0, 0, 0, 0, 15, 12.5, 30, 15, 30, 55, 30, 60, 45, 30 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 30, 50, 45, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 40, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 2.5, 0, 0, 0, 0, 50, 0, 0, 0 ], "e": [ 60, 60, 60, 35, 35, 35, 35, 35, 60.5, 103, 141.25, 162.5, 162.5, 152.5, 152.5, 150, 150, 150, 150, 150, 100, 100, 100, 100 ] } }, "planEarly": { "cost": 218050.000218, "maxRamp": 35, "pk": 502.500002, "unserved": 0, "charged": 150.000015, "discharged": 127.500012, "maxE": 127.5, "minE": 0, "endE": 100, "both": 0, "fedAsModelled": -22.500002, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 150, 145, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 0, 15, 25, 30, 40, 35, 0, 0, 0, 0, 0, 0, 0, 12.499988, 30, 15, 30, 55, 80, 60, 45, 30.000015 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 0, 0, 0, 0, 0, 30, 50, 45, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000015 ], "dis": [ 40, 25, 25, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 15, 2.500012, 0, 0, 0, 0, 0, 0, 0, 0 ], "e": [ 60, 35, 10, 0, 0, 0, 0, 0, 25.5, 68, 106.25, 127.5, 127.5, 117.5, 102.5, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 99.999988, 100 ] } }, "planKeep": { "cost": 218050.000218, "maxRamp": 35, "pk": 502.500002, "unserved": 0, "charged": 150.000015, "discharged": 127.500012, "maxE": 200, "minE": 72.5, "endE": 100, "both": 0, "fedAsModelled": -22.500002, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 150, 145, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 40.000015, 25, 25, 25, 25, 30, 40, 7.499988, 0, 0, 0, 0, 0, 10, 15, 15, 30, 15, 30, 55, 80, 35, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0.000015, 0, 0, 0, 0, 0, 0, 0, 30, 50, 45, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "dis": [ 0, 0, 0, 0, 0, 0, 0, 27.500012, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 25, 45, 30 ], "e": [ 100.000012, 100.000012, 100.000012, 100.000012, 100.000012, 100.000012, 100.000012, 72.5, 98, 140.5, 178.75, 200, 200, 200, 200, 200, 200, 200, 200, 200, 200, 175, 130, 100 ] } }, "sign": { "cost": 175441.176471, "maxRamp": 35, "pk": 185, "unserved": 0, "charged": 1176.470588, "discharged": 1000, "maxE": 115, "minE": 0, "endE": 100, "both": 22, "fedAsModelled": 176.470588, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 125, 110, 85, 108.529412, 95, 115, 145, 150, 150, 140, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 22.5, 30, 45, 70, 2.5, 15 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 50, 50, 50, 45, 50, 50, 50, 50, 50, 50, 50, 31.470588, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50 ], "dis": [ 35, 35, 45, 50, 50, 50, 40, 40, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 42.5, 0, 0, 50, 12.5, 50 ], "e": [ 107.5, 115, 112.5, 100.75, 93.25, 85.75, 88.25, 90.75, 83.25, 75.75, 68.25, 45, 37.5, 30, 22.5, 15, 7.5, 0, 0, 42.5, 85, 77.5, 107.5, 100 ] } }, "unit": { "cost": 182350, "maxRamp": 35, "pk": 155.5, "unserved": 0, "charged": 270, "discharged": 229.5, "maxE": 279.5, "minE": 54.25, "endE": 100, "both": 0, "fedAsModelled": -40.5, "storedChange": 0, "h": { "cc": [ 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 135, 140, 145, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150, 150 ], "pk": [ 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 30, 45, 45.5, 0, 0 ], "u": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "c": [ 0, 0, 0, 5, 0, 0, 0, 0, 25, 40, 50, 50, 50, 35, 5, 0, 0, 10, 0, 0, 0, 0, 0, 0 ], "dis": [ 15, 15, 0, 0, 0, 0, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 50, 24.5, 40, 15 ], "e": [ 85, 70, 70, 74.25, 74.25, 74.25, 64.25, 54.25, 75.5, 109.5, 152, 194.5, 237, 266.75, 271, 271, 271, 279.5, 279.5, 229.5, 179.5, 155, 115, 100 ] } } } }