brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
develop-gc-methodDevelop a gas chromatography method from scratch: define analytical objectives, select column chemistry, optimize temperature programming, choose carrier gas and detector, and validate initial system performance for target analytes in a given matrix.
Independent GitHub snapshot · Automated classification · Original documentation governs
為定基質中所標揮發與半揮發分析物,系統發展氣相色譜法:擇柱、調溫程、擇載氣與檢測器、驗初始性能。
得: 書面規格列分析物、基質、檢測限、分離要求、諸監管或通量之限。
敗則: 揮發性資料缺則由結構類似物估沸點,或於中極性柱上作掃描以定洗脫序。
依分析物極性與分離之難擇柱尺寸與固定相。
| Column Type | Stationary Phase | Polarity | Typical Use Cases |
|---|---|---|---|
| DB-1 / HP-1 | 100% dimethylpolysiloxane | Non-polar | Hydrocarbons, solvents, general screening |
| DB-5 / HP-5 | 5% phenyl-methylpolysiloxane | Low polarity | Semi-volatiles, EPA 8270, drugs of abuse |
| DB-1701 | 14% cyanopropylphenyl | Mid polarity | Pesticides, herbicides |
| DB-WAX / HP-INNOWax | Polyethylene glycol | Polar | Alcohols, fatty acids, flavors, essential oils |
| DB-624 | 6% cyanopropylphenyl | Mid polarity | Volatile organics, EPA 624/8260 |
| DB-FFAP | Modified PEG (nitroterephthalic acid) | Highly polar | Organic acids, free fatty acids |
| DB-35 | 35% phenyl-methylpolysiloxane | Mid-low polarity | Polychlorinated biphenyls, confirmatory column |
得: 柱規格(相、長、ID、膜厚)已定,其理繫於分析物之性與分離之要。
敗則: 無單柱能分諸關鍵對則謀具正交選擇性之確認柱(如主 DB-1,確認 DB-WAX)。
得: 溫程(初溫、保、升溫率、終溫、終保)已定,可於可接運行時內分諸目標分析物。
敗則: 升溫優化後關鍵對仍不分則重察柱擇(第二步),或用多斜率程於問題區以更慢率。
| Property | Helium (He) | Hydrogen (H2) | Nitrogen (N2) |
|---|---|---|---|
| Optimal linear velocity | 20-40 cm/s | 30-60 cm/s | 10-20 cm/s |
| Efficiency at high flow | Good | Best (flat van Deemter) | Poor |
| Speed advantage | Baseline | 1.5-2x faster than He | Slowest |
| Safety | Inert | Flammable (needs leak detection) | Inert |
| Cost / availability | Expensive, supply concerns | Low cost, generator option | Very low cost |
| Detector compatibility | All detectors | Not with ECD; caution with some MS | All detectors |
得: 載氣已擇,流率設於最優線速,以未保留峰證之。
敗則: 所設流下效率低於預期則用 5-7 流率生 van Deemter 曲線(塔板高對線速)以得真最優。
| Detector | Selectivity | Sensitivity (approx.) | Linear Range | Best For |
|---|---|---|---|---|
| FID | C-H bonds (universal organic) | Low pg C/s | 10^7 | Hydrocarbons, general organics, quantitation |
| TCD | Universal (all compounds) | Low ng | 10^5 | Permanent gases, bulk analysis |
| ECD | Electronegative groups (halogens, nitro) | Low fg (Cl compounds) | 10^4 | Pesticides, PCBs, halogenated solvents |
| NPD/FPD | N, P (NPD); S, P (FPD) | Low pg | 10^4-10^5 | Organophosphorus pesticides, sulfur compounds |
| MS (EI) | Structural identification | Low pg (scan), fg (SIM) | 10^5-10^6 | Unknowns, confirmation, trace analysis |
| MS/MS | Highest selectivity | fg range | 10^5 | Complex matrices, ultra-trace, forensic |
得: 檢測器已擇且配相當之溫與氣流以適目標分析物。
敗則: 檢測器靈敏於所需檢測限不足則考濃縮樣品(更大進樣量、溶劑蒸發)或換更靈敏/選擇性之檢測器。
得: 諸分析物於重複進樣中合系統適用性準則,無殘留或基質干擾於目標保留窗。
敗則: 觀得拖尾則察活性位點(重整柱、切入口 0.5 m、換襯管)。RSD 逾限則查自動進樣器精度與進樣技。分離不足則返第三步改溫程。
develop-hplc-method — 為不揮發或熱不穩分析物發展液相色譜法interpret-chromatogram — 讀並釋 GC 與 HPLC 色譜圖troubleshoot-separation — 診並修峰形、保留、分離之問題validate-analytical-method — 所發 GC 法之正式 ICH Q2 驗證